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#5 Ways Artificial Intelligence is Transforming Recruitment in 2019
dustinwootenne · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019 Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception.
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019 Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception.
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aracecvliwest · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019 Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception.
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mitcorerbarshi · 4 years
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Computer Science Engineering Is The Best Pick For Your Career: Here’s Why With Benefits, Job Opportunities Defined
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In today's world, it is incomprehensible to imagine a world without technology and to cease from marvelling at its influence. Computer Science and Information Technology have become an indispensable part of our daily lives. The impact of the information revolution on society has changed the way people use computers and the way they think about them.
Today, computers are being used in every aspect of life: automobile, video games, engines, telephones, medicine, and orbital satellites that deliver cable signals around the world. And that is not all. The industry is ever-evolving and one of the fastest-growing segments, technologically.
The Career Scope of Computer Science Engineering
Computer Science Engineering is a vast domain with opportunities galore. It provides a fertile ground for honing research skills and offering the desired impetus to drive innovation. 
Graduates with a degree in Computer Science Engineering might find themselves in diverse environments - academia, research, industry, government, and private or not-for-profit organizations. 
Computer technologists are guided by experts to study and analyze challenges, work for product development and formulate solutions.  They thus make an enormous impact through varied applications across the socio-economic sphere, especially in business, science, and medicine.
The evolution of newer technologies, such as Artificial Intelligence, Machine Learning, Robotics, has boosted the scope of computer science engineering leaps and bounds.  The field of study has evolved over the years to meet industry expectations. The students are now able to learn new technologies and tools that ensure they sail smoothly into the professional environment.
Computer science engineering students are offered with an opportunity to learn the advanced concepts of emerging technologies to keep pace with future trends.
Therefore, it is advisable to carefully study the proposed course in the college you are applying considering the career you wish to enter into. Check minutely to ensure the curriculum includes the updated trends.
Why Computer Science Engineering is a Hot Pick?
As per the Bureau of Labor Statistics (BLS), computer jobs are expected to grow about 12% from 2018 to 2028. 
Also, the IT-BPM sector in India stood at US$177 billion in 2019 witnessing a growth of 6.1 per cent. It is being estimated that the industry size will grow to US$ 350 billion by 2025.  Indian IT companies have set up 1,000 + global delivery centres in about 80 countries across the world.
While India's IT & ITeS industry grew to US$ 181 billion in 2018-19,  revenue from the digital division is expected to constitute 38 per cent of the forecasted US$ 350 billion industry revenue by 2025.
Interestingly, the leading Indian IT firms like Infosys, Wipro are diversifying their offerings in blockchain, artificial intelligence to clients in order to create differentiated offerings.
Thus, it can be said that large MNCs and IT companies across the world are embracing computer science graduates.  A sustained inflow of CS engineers is essential. The constant demand for computer science engineers is profound across various sectors, including IT firms, financial services, healthcare units, automotive industry, to name a few. 
With opportunities in such enormous proportions, it is only prudent to garner skills, equip and stay competent to take advantage of emerging scenarios fully. Remember, the scope of computer science engineering is boundless; one needs to stay equipped to capitalize on the right opportunity.
Job Opportunities Awaiting with a Degree in Computer Science Engineering
Like all other engineering professions, computer science engineering, too, requires practical knowledge to be employable. The knowledge acquired must be put to the test via experiential learning. 
Also, you need to be pro-active and stay updated about the latest technologies and developments in this field.  Recruiters seek professionals who are proficient at all the related technologies. Hence, it is mandatory to master a wide range of emerging technologies for ease in securing jobs, and most importantly excelling at it. 
Besides, the scope in regular corporate jobs, computer science has a vast scope in Railways, too.
The train travelling industry is continuously transforming and enhancing itself, from technology to sustainability. And guess, who could be the heroes in this?
Yes, YOU could be the one behind those many successful digital technologies that shape the seamless travelling experience!
Having said that, let's list down a few career opportunities for computer science and engineering aspirants:
1. Software Engineering
Software engineering is a practical and profitable career choice for those who enjoy creative problem-solving.  Software engineers spend their time designing, coding and deploying software solutions based on distinct needs. 
These solutions could be in the form of traditional software programs, mobile apps or the operating systems that create a framework in which other software runs. 
2. Computer Systems Analysis
As a computer systems analyst, it is up to you to decide on what technology an organization needs and put together the best system to support its goals. 
This encompasses hardware and software that work together to streamline operations. The systems designed are required to facilitate the seamless transfer of information between departments while maintaining data integrity. 
3. Information & Network Security
Companies usually recognize the need for someone with the skills to ensure secure systems as they want to maintain a positive brand image. Computer science experts mitigate security risks and address software vulnerabilities. Typically, this field ensures vast knowledge on subjects such as database management, cryptography, advanced operating systems,  and encryption strategies.
The role of an information security analyst is to assess the current security systems and apply fixes to prevent malicious users from accessing data. 
4. Bioinformatics
Bioinformatics concentrates on the intersection of biology and computer science.  Apart from mining and interpreting biological data, this specialization includes applications of technology in medical contexts, such as genome sequencing and computational biology.
5. Web Development
Web developers shift the burden away from onsite staff and ensure the implementation of a professional-quality website. They are responsible for putting together a site's layout, writing content and monitoring performance once the site goes live. 
For being an adept professional in this field, you need a solid hold on design concepts, strong code writing skills and knowledge of current design trends.
The Final Thought
The scope of computer science engineering is enormous but the learning does not stop with a mere college degree. New ideas get developed every day. Success requires an open-ended involvement in maintaining the updated knowledge as well as a dedication to push beyond the comfortable.
All the above-stated opportunities denote the broad scope for aspiring computer engineers and also the global prospects it holds. Tech-driven jobs are the 'Careers of the Future', and hence it's never too late to start honing in the engineering specialization - where you'd most like to work.
Go for it!
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joannlyfgnch · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019
Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception. The history of recruitment goes as back as World War II. Since then the process of recruitment has changed considerably, especially in the recent past.  In this digital age, recruiters need not go through thousands of resumes. They […]
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pattersondonaldblk5 · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019
Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception. The history of recruitment goes as back as World War II. Since then the process of recruitment has changed considerably, especially in the recent past.  In this digital age, recruiters need not go through thousands of resumes. They […]
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waltercostellone · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019
Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception. The history of recruitment goes as back as World War II. Since then the process of recruitment has changed considerably, especially in the recent past.  In this digital age, recruiters need not go through thousands of resumes. They […]
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mariaaklnthony · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019
Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception. The history of recruitment goes as back as World War II. Since then the process of recruitment has changed considerably, especially in the recent past.  In this digital age, recruiters need not go through thousands of resumes. They […]
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jeanshesallenberger · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019
Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception. The history of recruitment goes as back as World War II. Since then the process of recruitment has changed considerably, especially in the recent past.  In this digital age, recruiters need not go through thousands of resumes. They […]
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dustinwootenne · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019
Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception. The history of recruitment goes as back as World War II. Since then the process of recruitment has changed considerably, especially in the recent past.  In this digital age, recruiters need not go through thousands of resumes. They […]
The post 5 Ways Artificial Intelligence is Transforming Recruitment in 2019 appeared first on ReadWrite.
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aracecvliwest · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019
Artificial Intelligence (AI) is affecting a lot of industries, and the recruitment industry is not an exception. The history of recruitment goes as back as World War II. Since then the process of recruitment has changed considerably, especially in the recent past.  In this digital age, recruiters need not go through thousands of resumes. They […]
The post 5 Ways Artificial Intelligence is Transforming Recruitment in 2019 appeared first on ReadWrite.
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bountyofbeads · 5 years
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'Shattered': Inside the secret battle to save America's undercover spies in the digital age
https://news.yahoo.com/shattered-inside-the-secret-battle-to-save-americas-undercover-spies-in-the-digital-age-100029026.html
This is a fascinating look at the secretive CIA, the tools they use, as well as the ongoing fight for superiority and intelligence in the digital age. It also looks at how our national security has been compromised by devastating hacks by Russia, China, North Korea and and Iran. It's well worth the time.
SHATTERED: Inside The Secret Battle To Save America's Undercover Spies In The Digital Age
By Jenna McLaughlin and Zach Dorfman | Published December 30, 2019 5:00 AM ET | Yahoo News | Posted December 30, 2019 |
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When hackers began slipping into computer systems at the Office of Personnel Management in the spring of 2014, no one inside that federal agency could have predicted the potential scale and magnitude of the damage. Over the next six months, those hackers — later identified as working for the Chinese government — stole data on nearly 22 million former and current American civil servants, including intelligence officials.
The data breach, which included fingerprints, personnel records and security clearance background information, shook the intelligence community to its core. Among the hacked information’s other uses, Beijing had acquired a potential way to identify large numbers of undercover spies working for the U.S. government. The fallout from the hack was intense, with the CIA reportedly pulling its officers out of China. (The director of national intelligence later denied this withdrawal.)
Personal data was being weaponized like never before. In one previously unreported incident, around the time of the OPM hack, senior intelligence officials realized that the Kremlin was quickly able to identify new CIA officers in the U.S. Embassy in Moscow — likely based on the differences in pay between diplomats, details on past service in “hardship” posts, speedy promotions and other digital clues, say four former intelligence officials. Those clues, they surmised, could have come from access to the OPM data, possibly shared by the Chinese, or some other way, say former officials.
The OPM hack was a watershed moment, ushering in an era when big data and other digital tools may render methods of traditional human intelligence gathering extinct, say former officials. It is part of an evolution that poses one of the most significant challenges to undercover intelligence work in at least a half century — and probably much longer.
The familiar trope of Jason Bourne movies and John le Carré novels where spies open secret safes filled with false passports and interchangeable identities is already a relic, say former officials — swept away by technological changes so profound that they're forcing the CIA to reconsider everything from how and where it recruits officers to where it trains potential agency personnel. Instead, the spread of new tools like facial recognition at border crossings and airports and widespread internet-connected surveillance cameras in major cities is wiping away in a matter of years carefully honed tradecraft that took intelligence experts decades to perfect.
Though U.S. technical capabilities can collect reams of data, human intelligence remains critical. In 2016, for example, a high-level Russian asset recruited by the CIA confirmed that Russian President Vladimir Putin had personally ordered plans to interfere in the 2016 U.S. presidential election.  After fleeing to the United States, that same covert source was forced to relocate because of his digital trail. Without the ability to send undercover intelligence officers overseas to recruit or meet sources face to face, this type of intelligence might all but disappear, creating a blind spot for U.S. policymakers.
During a summit of Western intelligence agencies in early 2019, officials wrestled with the challenges of protecting their employees’ identities in the digital age, concluding that there was no silver bullet. “We still haven’t figured out this problem,” says a Western intelligence chief who attended the meeting. Such conversations have left intelligence leaders weighing an uncomfortable question: Is spying as we know it over?
Some have tried to address this crisis. Within the last decade, the CIA assembled a diverse group of intelligence personnel to create the Station of the Future — an ambitious Silicon Valley-style startup costing millions and nestled within a diplomatic facility in Latin America where a team of top spies tried to imagine, build and test innovative tools and techniques that could withstand the digital barrage.
But the project, which has not been previously reported on, was battered by bureaucratic resistance and hollowed out by financial and administrative neglect; it died an unceremonious death over the last few years. What began as a bold experiment was eventually reduced to what other agency officials saw as simply an expensive proposal to design an open-office floor plan for CIA outposts around the world, say two former intelligence officials.
The Station of the Future was just one crack at tackling the challenges wrought by a world defined by pervasive digital footprints, biometric trackers and artificial intelligence — challenges that have bedeviled U.S. intelligence agencies and divided their senior leadership. So serious is the concern about biometric tracking that in late December the Defense Department’s chief intelligence official co-signed a memo, obtained by Yahoo News, advising all military personnel to avoid using consumer DNA kits, noting worries about surveillance, among other security concerns.
These problems are now being recognized by Congress as well. 
“Very few people, maybe shepherds in rural Afghanistan, don’t leave some form of digital trace today,” Rep. Jim Himes, who leads the House Intelligence subcommittee on advancing technology, told Yahoo News. “And that poses real opportunities in terms of identifying bad guys … but it also poses real challenges [in] keeping our people from being identified.”
Though the FBI and CIA declined to comment, current and former national security officials who spoke with Yahoo News said efforts to address these issues are underway. CIA Director Gina Haspel, who served decades undercover herself, has doubled down in support of sending spies overseas to track “hard targets,” like Russia and Iran.
These changes come at a critical time for the intelligence community. President Trump has made no secret of his disdain for his own intelligence agencies — an attitude underlined by his push to publicly name the anonymous CIA whistleblower whose complaint sparked the ongoing impeachment proceedings.
Whether the U.S. intelligence agencies will be able to make these radical changes is unclear, but without a fundamental transformation, officials warn, the nation faces an unprecedented crisis in its ability to collect human intelligence. While some believe that a return to tried and true tradecraft will be sufficient to protect undercover officers, others fear the business of human spying is in mortal peril and that the crisis will ultimately force the U.S. intelligence community to rethink its entire enterprise.
The following account, based on interviews with more than 40 current and former U.S. and Western intelligence officials, reveals previously unreported CIA and FBI cover programs and operations, and details U.S. intelligence agencies’ deep relationship with the private sector in facilitating these efforts. These officials, most of whom requested anonymity to discuss sensitive government matters, also described high-level deliberations within U.S. spy agencies about the digital threat to cover, and how U.S. adversaries are themselves responding to digital pressures and opportunities. Many believe that, despite the numerous benefits provided by technology, the protection of undercover spies’ identities is becoming next to impossible.
“The foundations of the business of espionage have been shattered,” says Duyane Norman, a former senior CIA official and architect of the Station of the Future project. “We haven’t acknowledged it organizationally within CIA, and some are still in denial. The debate is like the one surrounding climate change. Anyone who says otherwise just isn’t looking at the facts.”
The beginning of the CIA’s cover and tradecraft crisis dates back to at least February 2003, when a Muslim cleric known as Abu Omar disappeared off the street in Milan. He didn’t resurface until 2004, when he called his wife from Cairo to tell her about his kidnapping, detention and torture at the hands of the CIA.
Italian investigators, eager to get to the bottom of the audacious abduction on their streets, were later able to track a web of cellphones communicating only with each other in close proximity to the disappearance, leading them to a series of hotel bills, credit card statements and other identifying indicators, according to a 2007 investigation unveiled at an annual hacker conference in 2013. Italian authorities charged 23 Americans, including the CIA’s former Milan station chief, for their roles in the scheme — most in absentia.
While Omar was just one target of the CIA’s aggressive post-9/11 antiterrorism campaign, several former intelligence officials described the Milan operation’s aftermath as a “come to Jesus” moment that revealed just how vulnerable the agency’s operators were to technology. At the time, some undercover officials naively believed that methods like using potato chip bags would mask cellphone signals, and operatives were generally “freewheeling,” according to one former senior intelligence official. In the space of a few short years, the rapid advance of technology, including nascent international surveillance systems, increasingly endangered the CIA’s traditional human intelligence gathering.
Singapore was one example, recall three former intelligence officials. By the early 2000s, the agency ceased running certain types of operations in the Southeast Asian city-state, because of the sweeping digital surveillance there. The Singaporeans had developed a database that incorporated real-time flight, customs, hotel and taxicab data. If it took too long for a traveler to get from the airport to a hotel in a taxi, the anomaly would trigger an alert in Singaporean security systems. “If there was a gap, they’d go to the hotel, they could flip on the TVs and phones and monitor what was going on” in the room of the suspicious traveler, says the same former senior intelligence official. “They had everything so wired.”
“You used to be able to fly into a country on one name and have meetings in another,” recalls this person. “It limited a lot of capabilities.”
The Singaporean Embassy in Washington did not respond to a request for comment.
Those concerns spread to other places, like London, where CCTV cameras are omnipresent, and the United Arab Emirates, where facial recognition is ubiquitous at the airport. Today there are “about 30 countries” where CIA officers are no longer followed on the way to meetings because local governments no longer see the need, given that surveillance in those countries is so pervasive, said Dawn Meyerriecks, the CIA’s deputy director for science and technology, in a 2018 speech.
In the 2000s, the explosion in biometrics — such as fingerprints, facial recognition and iris scans — propelled the conversation forward, according to multiple former intelligence officials. U.S. intelligence agencies concluded that in many parts of the world, within a short time, all alias work would likely become impossible.
These fears were largely borne out, say former CIA officials — especially in “hard target” countries like China and Iran. But this trend also affected CIA operations in friendlier countries. By 2012, recalls one former official, some officers were temporarily forbidden to travel for missions in the European Union over fear of exposure, due to widespread sharing of airport biometric data between EU member states. “Facial recognition and biometrics make it very difficult to travel in alias,” says Mike Morell, former acting CIA director and host of the “Intelligence Matters” podcast.
The rise in popularity of consumer DNA kits, which allow people to send in samples of their own DNA, is a growing part of the biometrics problem. Even if an undercover operative hasn’t used a consumer DNA kit, it’s highly likely, say experts, that one of their close relatives has. The Pentagon’s Dec. 20 warning to members of the military not to use these kits appears to be partly in response to that threat.
Greg Hampikian, a biologist at Boise State University and a leading DNA expert, says that with the advent of commercial genetic databases, exposing a spy or other covert operative could be as easy as taking a saliva sample from a cigarette butt or a drinking cup. A suspicious foreign government could send the sample in and potentially find out if the person has been operating under an assumed name.
“It’s right out of a spy novel,” he says.
For spy services, biometric data has become a highly valued currency — leading to a widespread and ongoing campaign by the U.S. and its allies, as well as hostile states, to hack into biometric databases from important airports worldwide. The U.S. has spearheaded breaches of its own, successfully hacking biometric data from the Dubai and Abu Dhabi airports, says a former official. Stealing biometric databases is an attractive strategy for other countries as well. In one case, Chinese intelligence successfully hacked into the biometric data from Bangkok’s airport. “The Chinese have consistently extracted data from all the major transit hubs in the world,” says another former senior official.
The Chinese Embassy in Washington did not respond to a request for comment.
Even before the explosion in biometrics, the CIA sought to take advantage of the new digitized era of border control, working with, and training, other allied countries in the mid-2000s on how to use certain software to identify false passports and other forged documentation, say two former officials. But aside from the obvious information-sharing benefits of this arrangement, officials also discussed inserting a secret backdoor into the software that would allow the agency to surveil participating countries’ passport control systems — and to manipulate the program to allow CIA operatives to slip in and out of these countries undetected, the officials say. Something like these alterations was carried out, says one of the officials, with CIA operatives “moving more freely in and out of Middle Eastern countries than they should have been able to.”
CIA officials also concluded that the days of operating under multiple personas in a single country were over, and began moving toward a “one country, one alias” rule. Undercover officers could no longer fly into a country on one passport and use a separate ID to check into a hotel, and all future trips to that country had to be conducted under the same fake identity. “It’s made the work much harder,” says a former senior agency official, who recalled a time when he possessed multiple fake IDs he kept in a safe for use within the country where he was based, as well as fake passport stamps. “You can’t do that now.”
Starting in 2009, the CIA learned an even more devastating lesson when the Iranian intelligence services, looking for a mole that had given up details on Tehran’s nuclear program, uncovered the agency’s web-based covert communication tools. The discovery set off a deadly chain of events, leading to the exposure — and in some cases death — of CIA sources in China and around the world, according to an investigation by Yahoo News in 2018.
The game was changing for undercover officers and their assets. “It’s extremely difficult now to run cover operations when so much is known and can be known about almost everybody,” says Joel Brenner, a former top counterintelligence official. “Now you show up at the border of Russia, they’ve got your high school yearbook out there where you wrote about your lifelong ambitions to work for the CIA. All that stuff is digitized.”
America’s adversaries were also forced to adapt. By the early 2010s, Chinese intelligence operatives started adopting old-school Russian-style tradecraft, like dead drops in the woods or “brush passes,” which involve surreptitiously exchanging objects in a public place, says one former senior intelligence official. “It was unheard of for the Chinese,” says this person. “The conclusion was that they felt the world was too digital and traceable.”
U.S. officials believed that Chinese intelligence may have shifted to more low- or no-tech methods after cracking the CIA’s covert communications system around this time, or because of training with their Russian counterparts, says this person. Russian intelligence operatives, meanwhile, began shifting their meetings with sources to countries with less sophisticated biometric systems, say two former senior officials, favoring certain Central and South American countries.
Peru was one such meeting place, says one of these former officials. In the United States, Russian and Chinese intelligence operatives have also transitioned into operating more under their true names, says this former senior official. “The Russians,” says this person, “have moved to traveling in plain sight.”
Nothing — not even the CIA’s most secretive human intelligence gathering programs — has been spared from this digital onslaught.
In the years after 9/11, the CIA invested heavily in sending more officers under nonofficial cover known as NOCs (pronounced “knocks”), who lack diplomatic recognition, into targeted areas, including al-Qaida strongholds, in order to glean on-the-ground information that CIA officers posing as diplomats might have trouble securing. The CIA was responding to lawmakers who slammed the agency for relying too heavily on “embassy cocktail parties” over embedding in extremist groups. The committees “pushed money on us,” recalls a former senior intelligence officer.
Even so, while Congress pressed the CIA to use more NOCs, who often pose as businesspeople, the intelligence oversight committees were concerned about the officers’ security. In the 2006 Intelligence Authorization Act, the Senate Intelligence Committee demanded a report from the CIA that would address “the emerging threats posed by technological developments to NOC operations.”
By the late 2000s, Congress’s ambitions were dashed. These deep-cover spies working outside the embassies often didn’t speak local languages, their cover identities didn’t make sense and they were often stationed far away from anyone they might try to recruit. The effort was dubbed a “colossal flop,” according to the L.A. Times. It was a “failed multi-billion dollar” program “shot through with waste, fraud, and abuse,” according to a 2015 lawsuit filed by a former NOC.
Top CIA executives tasked a senior agency official in charge of the NOC program to initiate a vast paring back of these types of deployments, and instituted a moratorium on new recruitments — earning the enmity of a generation of CIA officials working under him, fairly or not, say two former senior officials. “Some of the NOCs out there were fat, dumb and happy, taking advantage of being a spy and a businessman,” recalled a former senior official.
In response to this downsizing, the agency searched for cheaper, more flexible alternatives to NOCs, ramping up its use of diversified cover officers, foreign nationals who are recruited to spy for the agency, often in areas where it is difficult for Americans to operate, say four former officials. Described by these officials as a sort of “asset on steroids,” these undercover officers undertake polygraphs and are given limited clandestine training, but are contractors rather than career employees, like NOCs.
Around 2010, the FBI also began experimenting with new ways of maintaining cover, particularly when trying to recruit foreigners on U.S. soil, through a new initiative known as the National Security Recruitment Program, according to five former officials. The FBI program, which has not been previously reported on, involved close cooperation with the CIA’s National Resources Division, the agency’s clandestine domestic operational wing.
The program deployed U.S. officials under very light cover, with false backstories and business cards but lacking online footprints or connections to long-running brick-and-mortar undercover operations. That way, officials could approach individuals who had potentially useful information with some level of plausible deniability. The CIA helped provide funding for the FBI program, and FBI and CIA officials paired up in major American cities. While the program was successful, it was met with bureaucratic pushback and was ended by 2014 amid a turf battle, say former officials.
One roadblock, say former senior officials, was the bureau’s long-standing national program for creating legends — that is, fake backstories and identities — and cover, known as Stagehand. The program, based out of Los Angeles, Chicago, Atlanta and other major American cities, sets up and maintains undercover FBI operations. Stagehand employees purchase cars, rent office space, buy homes, design cover identities for FBI officials, create fake companies and buy real ones, say six former officials. 
The bureau employs former real estate brokers, physicians and dentists, among others, who become FBI agents but can assume their former jobs as needed, recalls a former senior official. “The deepest layer [of cover] might begin years before you even use it,” the official says.
But the program was saddled by bureaucratic red tape and was sometimes “sloppy,” says one former senior official. A second former senior official recalls the closure of an undercover operation based out of a 100-person office space in the San Francisco Bay Area because of “careless activity by FBI employees” and “possible digital compromise.”
In recent years, the bureau has stopped relying on Stagehand for especially sensitive counterintelligence operations because of fears that the entire program has been compromised, says one former senior official. In a 2017 letter to then-FBI Director James Comey, Sen. Chuck Grassley raised concerns about a potential compromise of Stagehand. A whistleblower alleged that “every single investigation or criminal prosecution that involved Stagehand between 2008 and 2011 was compromised, and the identities and sensitive information of FBI undercover agents were disclosed to foreign governments,” wrote Grassley.
A Miami real estate broker who worked with Stagehand and was convicted of embezzling over $60,000 in FBI funds was the source of the potential compromise, according to a 2016 letter from the FBI to Grassley provided by the senator’s office to Yahoo News. As a result, the Stagehand operations in Miami “were dissolved; assets were liquidated and personnel reassigned,” and “field offices that had received Stagehand services were made aware of potential compromise,” said the letter.
Meanwhile, as these efforts faltered, the CIA was looking toward its past to engineer its future. That meant that, by the early 2010s, the agency was once again ramping up its NOC programs — this time with a focus on recruiting and deploying spies in technical fields, such as predictive analytics or data brokerage, according to former officials. But the immense amount of data publicly available — with everything from retirement accounts to Social Security numbers being searchable online — increased the danger for undercover intelligence officers.
The NOC program, which was always expensive, was becoming even riskier, a concern that has prompted ongoing conversations within the agency about whether it’s worth the investment, according to two former officials.
One former NOC who served in China as an undercover businessman in the mid-2010s approached Congress with specific concerns about the program, says a former national security official. The NOC was frustrated that his colleagues lacked experience in the field, didn’t speak local languages and were expected to recruit unrealistic targets, like top political figures or very senior businesspeople.
The NOC believed there were fundamental problems with the program, says the same former official, as the people working at headquarters assigned to design legends had “no idea how business and finance work.”
By mid-decade, the agency concluded that the best way to hide was in plain sight. Nowadays, say former officials, NOCs must truly “live their cover” — that is, actually work as the professional engineer or businessperson that they present themselves to be. NOCs live and work under their true names, say former officials, though they are known to their CIA counterparts by a pseudonym. Fewer than 10 percent of individuals within the CIA’s Directorate of Operations regularly use alias passports or credit cards, says a former senior official.
The intelligence community has developed sophisticated “backstopping” procedures, which seed a cover story through web traffic, emails and other digital channels. But in an interconnected world, “good backstopping can be defeated in a Google search,” says one former senior intelligence official. Because of that reality, the use of front companies for NOCs has become increasingly untenable, necessitating closer coordination and cooperation with private American businesses for the placement and recruitment of NOCs, say former senior officials.
It’s not always easy, however. “The CIA is very good at this, but they are getting the door slammed in their face,” says one former senior official. In Silicon Valley, recalls another former senior official, it was difficult to convince these companies to participate. The situation got worse in 2013, when Edward Snowden, an intelligence contractor, gave a trove of classified documents to journalists, exposing the extent of tech companies’ cooperation with the National Security Agency. “Before, it was hard,” says this person, and “it was harder to do post-Snowden.”
Even a switch of employer, or an unexplained gap in one’s résumé, can be a giveaway to a foreign intelligence service, say former officials. In response, the agency has also shifted to recruiting individuals within the companies they already work at, and, with the approval of corporate leadership, secretly transitioning those persons onto the CIA payroll, and training them intermittently and clandestinely, far from any known CIA facility.
Sometimes, when these individuals are finished working for the agency, they simply transition back to a full-time job for the company where they already “work.” In one recent case, a NOC who had worked at a U.S. company as a “full-time career employee” and was transitioning out of his CIA work was “softly landed” back into another position at the same firm — with the agency paying for his moving expenses and a government severance package, says a former senior intelligence official.
The agency, which former officials say recruits and emplaces NOCs in the technology, finance and film industries, among other sectors, targets both major U.S. corporations and smaller U.S. companies, which are sometimes preferred because they are not beholden to shareholders.
Often, say former officials, only a few select executives within a company are aware of its relationship with the agency and the “real” identities of the people in their employ. To encourage or reward cooperation from businesses, agency officials will sometimes provide special, tailor-made briefings to executives on the political and economic climate of countries of business interest to that company, say two former officials.
“There is a serious legal and policy process” in place at the CIA to manage these relationships, says a former official. Otherwise, “you could break industries.”
By President Barack Obama’s second term, conversations and concerns about cover were ricocheting through executive offices at U.S. intelligence agencies. A special roundtable group was assembled at the CIA’s Directorate of Operations to work through the challenges wrought by the advancing digital age. And top FBI and CIA intelligence executives met together repeatedly to discuss how, and if, the practice of undercover human intelligence work could survive the 21st century.
The digital threat to cover “was a major issue, even before I arrived at the agency,” says Avril Haines, who served as CIA deputy director from 2013 to 2015. “One way to frame our approach to the many challenges posed by technology was to ‘do less, but do it better,’ which meant focusing on what was most important and then spending the time and resources needed to keep it secret. We had conversations with other allied services who were experiencing similar challenges.”
In late 2015, then-CIA Director John Brennan also created a new Directorate for Digital Innovation to focus on threats in the digital world and “safeguard the cover of our clandestine officers,” as part of Brennan’s wide-ranging modernization effort for the agency. It was “over 10 years” overdue, says a former CIA official, who believed its impact was stymied by turmoil within the agency over the broader reorganization.
By this time, massive amounts of digital records were being stolen — by insiders like Snowden and by adversaries like China, which also targeted private companies like Anthem, Marriott and others, in addition to spearheading two breaches into the OPM, which were revealed in 2015. The full extent of that theft, which included personal disclosure forms, clearance adjudication data and perhaps other linked intelligence community databases, has never been revealed.
“Part of the discussions we had was, post-OPM hack, we didn’t realize that digitizing government records profoundly changed the threat profile,” says a former senior national security official. The intelligence community did not fully understand how much of its own information was stored outside its own walls until personal data began being stolen by China en masse, says a former senior intelligence official.
For the bureau, the single biggest takeaway from these high-level discussions, say two former senior officials, was the need to create programs where undercover employees would have no link to the FBI whatsoever. That meant no training at the FBI Academy in Quantico, Va.; no history of overt FBI work before being selected for undercover assignments; and no data trail of text messages or emails linking these personnel to the bureau in any form. It required a “monumental change in thinking,” says one of these former officials.
Generational issues have also frustrated officials. Recruitment to the CIA of younger people, particularly those born in the age of social media, has become more difficult, say former officials, with the agency lacking clearly defined policies for social media use. The CIA has adopted a position of “we’re not going to help you, but you better not do it wrong,” says one former agency official. Until a few years ago, agency officials were still counseling younger employees to quit social media, even though such behavior could be seen as suspicious, say former officials. The CIA still considers a Facebook friendship a “close and continuing relationship” for security purposes, say multiple former officials.
Bureaucratic slip-ups also remain a routine threat to cover. On at least one occasion, when the CIA sent a new alias package to an embassy overseas, the documents were placed on the desk of a foreign national employed there who was presumed to be working for the local hostile foreign intelligence service, says a former senior CIA official. CIA officers stationed in embassies were also provided with new cars and flat-screen TVs, unlike “real” diplomats, says the same person, a fact that frustrated diplomatic security officers.
But progress has been made on other fronts, say former officials, particularly in the creation of legends and alias documentation that can withstand digital scrutiny. The CIA’s alias documents are “the best in the world,” says a former senior official, because they’re real. For example, employees travel to the DMV to receive actual drivers’ licenses. At the CIA, a program called Checkpoint provides “tailored identity and travel intelligence products,” according to an agency document that WikiLeaks published in 2014.
By midway through the Obama administration, the CIA and FBI were creating “extensive digital legends with increasing sophistication,” as one former senior official puts it, with cooperation from key government agencies like the Social Security Administration, Health and Human Services and the IRS.
U.S. intelligence agencies also work with “friendly digital companies,” like commercially available ancestry databases, to alter personally identifying information, say former officials, and also backdate work histories. Concerned about digital leakage, and cognizant of the need to strictly quarantine deep-cover intelligence officials from their organizations, U.S. officials have adopted a strategy of “eclipsing” these individuals slowly into their cover identities before they are allowed to undertake their missions.
The CIA and FBI both concluded that every person connected to these organizations’ “black side” undercover programs had to be completely sealed off from the rest of their colleagues, say former officials. This firewall is an immensely complex undertaking in a world where electronic emissions from a single cellphone traveling, say, from CIA headquarters in Virginia to an unmarked office building nearby could blow multiple undercover operations. The FBI has also struggled with this transition. As of a few years ago, “none of this was completed yet, and none of it was even remotely being done easily,” says a former senior official.
The CIA, at least, had its own past practices to draw from, especially in its training of NOCs, say former officials. Years ago, the school for NOCs was entirely quarantined from that for normal future CIA operations officers, who undertake rigorous instruction at “the Farm,” a Williamsburg, Va.-area base, say two former senior officials. NOCs “never came to the East Coast” and were trained at separate secret facilities, says one of these former officials. But because of their often “rebellious” attitudes in the field, and in order to “increase their behavioral consistency,” senior CIA officials decided to move their instruction to the Farm. This move produced better-trained NOCs but also increased the threat of exposure. As of recently, the programs were sealed off from each other again, says a former senior official.
The pressures of the digital age have led the CIA to favor flexibility and deniability. The agency has formed a new reserve officer program to allow spies to work in the private sector, especially the tech industry, says a former intelligence official. The program is designed to allow those operatives to maintain their clearances so they can return seamlessly to the agency after a few years, says this person.
Another measure the CIA has used involves paying companies to gather intelligence for the government without even knowing it. In the last several years, the CIA has ramped up its use of “cutouts” to pay third parties to gather intelligence for them unwittingly, posing as data brokers looking into trends in the oil and gas industries, for example, says the same former official. 
The intelligence community needs to “think creatively about” intelligence collection, says Rep. Himes, who believes the traditional model of CIA officers who train in Virginia and then serve in an embassy overseas undercover will be difficult to continue. “This new panopticon that we’re beginning to live in” makes it “very hard to put people in physical proximity to each other,” says Himes. “That’s obviously dramatically true in some of the cities in China; it’s a little less true in La Paz, Bolivia. But nonetheless, there’s going to be a strong tidal pull away” from traditional human intelligence gathering, he says.
Yet he remains concerned about a tighter embrace between private industry and espionage. “We don’t, I think, want to be in a world where entire professions, whether it’s medical [workers] or journalists, are now at even more risk than they already are because people worry that they might be collecting intelligence,” says Himes.
If the old models of human intelligence gathering are compromised, the new alternatives may be inconsistent with democratic values, and it’s unclear what is — or whether there is — a good path forward. “Some people believe that within 10 years, espionage as we know it is going to be done,” says a former intelligence official.
Still, some within the CIA are sanguine about the future of the profession. “Anyone who says that human intelligence will become outdated is dead wrong,” says Marc Polymeropoulos, a recently retired CIA senior operations officer. “Intelligence services will always find ways to meet their agents.”
But even publicly, some intelligence officials are lamenting the dangers posed to cover, though they disagree over whether the problem can be addressed with new programs or procedures. Many are pessimistic that tweaking existing approaches will suffice.
“We can’t protect identities anymore. Tech is going to make it almost impossible. I think we need a new paradigm,” said Eric Haseltine, the former head of the NSA’s research directorate, at a lunch event in Washington in late October, when asked about the problem.
“Our officers overseas are known,” he said. “That’s a hard pill to swallow.”
 ______
Sharon Weinberger contributed reporting to this article.
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hasnain72 · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019 https://ift.tt/2FePorC
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metabloks · 6 years
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5 Ways Artificial Intelligence is Transforming Recruitment in 2019 https://ift.tt/2TNpDcf
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New Post has been published on http://simplemlmsponsoring.com/attraction-marketing-formula/mlm-sponsoring/predictions-1-2019-the-future-of-network-marketing/
(Predictions 1/2019) The Future of Network Marketing
Many are saying the future of network marketing is Apps.  I feel a few people will make a decent income promoting apps, while apps are the future, I don’t believe they are the future of network marketing.
I have always believed you can see the future by understanding the past.
The real product in network marketing is people.  Your long term income is in direct proportion to the number of LEADERS that you DEVELOP on your team.
Anyone remember I Living App that was launched in 2013? It was going to be the next big thing.
The reason for this article is I have had multiple emails asking me about  TYPR which I have not researched in any detail because I don’t need to.  If you have not heard about it, basically  my perception is it is an Uber/Lyft knock off.  I have no details, but theoretically it is a good idea.  But ideas don’t mean didly, it is all about the implementation of ideas.  Ideas are a dime-a-dozen.
If you were a satisfied Uber user, and you shared the Uber app with others and received a small override, that sounds doable.
The longer I live the more I believe most wannprenuers / entrepreneurs  have the vision of a bowling ball.  (Little to None)
I have always believed and always will believe that success requires hard work, personal education and if you can get in front of a trend you are ahead of the game.   “The trend is your friend”
Here are a couple of rules I believe.
The more credible the company, the longer they have been in business, the less of an upside potential exist with that company. I believe that with the right skill set training, mindset training and work ethic, a full time income can be built with any company in the market.
$100,000 a year is possible but the same work may create a $1,000,000.00 income if you are in front of a trend.  Does that make sense?  For some people long term security is an important motivator and I understand and appreciate that.   I recently saw a video where a guy that started about the same time I did, has now joined Shaklee.  Yes I took a double take, but I understand.
Ground floor opportunities in general usually have more challenges.
Rarely category creators enter the market that have mass market potential. Example:  In the mid 90”s Jeff Olson & Eric Worre started The People’s Network.  They offered Satellite services and a paid personal development channel that offered programs from some of the top personal development, and niche business speakers of the time.   The challenge……there was no Mass Appeal.  The people that would love the programming rarely stopped to watch TV and the people that could benefit from the programming the most would rather be watching Two Broke Girls or some other brainless, worthless TV Show.   If and when you run across a category creator you should take a deep look, if you are looking.I
What is the existing and upside potential of the product from a consumer standpoint?
100% of zero is zero. No matter the company, not matter the products, the work is the same.   You must create customers, recruit, and build a team.
Off the top of my head, here are a few companies that I consider to be category creators when they launched.
NSA Melaleuca  (First autoship company) Tupperware Logaberger Baskets
MPB Grocery Delivery Herbalife  (First network marketing company to use Infomercials)
Regarding TYRP or any opportunity now, or in the future regarding transportation, I would not suggest clients get involved with.  My question is always, where will this be in 5 years, 10 years, 15 years? Here is what many experts are saying.   If you want to make quick cash at this moment and time, Uber itself is a great option.  I don’t suggest attempting to build a long term residual income around the transportation industry as it exist today, here is why.
  AUTO REPAIR SHOPS WILL GO AWAY
A gasoline engine has 20,000 individual parts.  An electrical motor has 20.  Electric cars are sold with lifetime guarantees and are only repaired by dealers.  It takes only 10 minutes to remove and replace an electric motor.  Faulty electric motors are not repaired in the dealership but are sent to a regional repair shop that repairs them with robots.  Your electric motor malfunction light goes on, so you drive up to what looks like a Jiffy-auto wash, and your car is towed through while you have a cup of coffee and out comes your car with a new electric motor!
GAS STATIONS WILL DISAPEAR 
Parking meters will be replaced by meters that dispense electricity.  Companies will install electrical recharging stations; in fact, they’ve already started.  You can find them at select Dunkin Donuts locations right now. Most (the smart) major auto manufacturers have already designated money to start building new plants that only build electric cars.
Coal industries will go away. Gasoline/oil companies will go away.  Drilling for oil will stop. So say goodbye to OPEC!  Homes will produce and store more electrical energy during the day and then they use and will sell it back to the grid.  The grid stores it and dispenses it to industries that are high electricity users.  Has anybody seen the Tesla roof?
A baby of today will only see personal cars in museums. The FUTURE is approaching faster than most of us can handle. In 1998, Kodak had 170,000 employees and sold 85% of all photo paper worldwide.  Within just a few years, their business model disappeared and they went bankrupt. Who would have thought of that ever happening? 
Did you think in 1998 that 3 years later, you would never take pictures on film again?  With today’s smart phones, who even has a digital camera these days?  What happened to Kodak will happen in a lot of industries in the next 5-10 years and, most people don’t see it coming. Yet digital cameras were invented in 1975.  The first ones only had 10,000 pixels, but followed Moore’s law.  So as with all exponential technologies, it was a disappointment for a time, before it became way superior and became mainstream in only a few short years. 
It will now happen again (but much faster) with Artificial Intelligence, health, autonomous and electric cars, education, 3D printing, agriculture and jobs. Forget the book, “Future Shock”, welcome to the 4th Industrial Revolution. Software has disrupted and will continue to disrupt most traditional industries in the next 5-10 years. UBER is just a software tool, they don’t own any cars, and are now the biggest taxi company in the world!   Ask any taxi driver if they saw that coming. Airbnb is now the biggest hotel company in the world, although they don’t own any properties.  Ask Hilton Hotels if they saw that coming. Artificial Intelligence: Computers become exponentially better in understanding the world.  This year, a computer beat the best Go-player in the world, 10 years earlier than expected.
For those of you who aren’t familiar with GO  (Go is an abstract strategy board game for two players, in which the aim is to surround more territory than the opponent. … The players take turns placing the stones on the vacant intersections (“points”) of a board) In the USA, young lawyers already don’t get jobs.  Because of  IBM’s Watson, you can get legal advice (so far for right now, the basic stuff) within seconds, with 90% accuracy compared with 70% accuracy when done by humans.  So, if you study law, stop immediately.  There will be 90% fewer lawyers in the future, (what a thought!) only omniscient specialists will remain.
Watson already helps nurses diagnosing cancer, its 4 times more accurate than human nurses. Facebook now has a pattern recognition software that can recognize faces better than humans.  By 2030, computers will become more intelligent than humans.
AUTONOMOUS CARS
In 2018 the first self-driving cars and semi-trucks arrived.   In the next 2 years, the entire industry will start to be disrupted.  You won’t want to own a car anymore as you will call a car with your phone, it will show up at your location and drive you to your destination.  You will not need to park it you will only pay for the driven distance and you can be productive while driving.  The very young children of today will never get a driver’s license and will never own a car.  Uber itself is building their own electric car company.
This will change our cities, because we will need 90-95% fewer cars.  We can transform former parking spaces into parks. 1.2 million people die each year in car accidents worldwide including distracted or drunk driving.  We now have one accident every 60,000 miles; with autonomous driving that will drop to 1 accident in 6 million miles.  That will save a million lives plus worldwide each year. It is highly likely that many traditional car companies that don’t adapt quickly will become bankrupt. 
My thoughts is traditional car companies will try the evolutionary approach and just build a better car, while tech companies (Tesla, Apple, Google) will do the revolutionary approach and build a computer on wheels. Look at what Volvo is doing right now; no more internal combustion engines in their vehicles starting this year with the 2019 models, using all electric or hybrid only, with the intent of phasing out hybrid models.
Many engineers from Volkswagen and Audi; are completely terrified of Tesla and so they should be.  Look at all the companies offering all electric vehicles.  That was unheard of, only a couple of years ago. Insurance companies will have massive trouble because, without accidents, the costs will become cheaper.  Their car insurance business model will disappear. Real estate will change.  Because if you can work while you commute, people will move farther away to live in a more beautiful or affordable neighborhood.   Realtors are “middle men” that are already being phased out by multiple of internet websites and apps as most reading this realize.
ENERGY IS GOING TO BE DISRUPTED
Electric cars will become mainstream about 2030.  Cities will be less noisy because all new cars will run on electricity.  Cities will have much cleaner air as well. Electricity will become incredibly cheap and clean. Solar production has been on an exponential curve for 30 years, but you can now see the huge impact.   And it’s just getting ramped up. Fossil energy companies are desperately trying to limit access to the grid to prevent competition from home solar installations, but that simply cannot continue – technology will take care of that strategy.
The huge mainstream network marketing energy companies like Ambit are going to be effected.
 BLIND VITAMIN AND NUTRITIONAL COMPANIES WILL GRADUALLY DISAPPEAR
Health: The Tricorder X price will be announced this year.  There are companies who will build a medical device (called the “Tricorder” from Star Trek) that works with your phone, which takes your retina scan, your blood sample and you breath into it.  It then analyses multiple bio-markers that will identify nearly any Disease.  There are dozens of phone apps out there right now for health purposes.
When I started in the network marketing industry back in 1980 if you walked into a grocery store you could find One a Day Vitamins and Therogran M.  You needed to dust them off before you bought them because they had been sitting on the shelf for so long.
As all of you know, you walk into those same grocery stores today, they have full blown health food stores within the grocery stores.  However I believe those days are coming to an end.  This is the future of the vitamin and supplement business:  http://www.PersonalDNANutrition.com and it too is already here.
Many researches tell us that technology is moving forward so quickly that our human minds cannot keep up with it.   Many people are aggravated and frustrated.  I talk to network marketers weekly that are sick and tired or “dealing with network marketers”.  The truth is, people are people.  Many of the challenges the profession faces today is because we have brought those challenges upon ourselves as I talk about in detail in the free MLM Scam program. 
Honestly, I am more excited about the future than I can express! I know like many of you, that for the industry to move forward we have to move back to go forward.   The build people and people will build the business philosophy that the profession was founded upon will ultimately move the profession forward.
If you agree with that statement, I hope you will take the time, and view the training at www.TakeBacktheIndustry.com
Welcome to the future, it is here now!
As Always your comments and feedback are Welcome !
****
  Read more: mlmhelp.com
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maritzaerwin · 5 years
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6 Areas Where People Analytics Can Help HR Get Ahead
It’s official – the data revolution is in full swing. According to one recent report, 90% of businesses now say that data and analytics are key to their organization’s digital transformation initiatives.
However, this trend doesn’t yet appear to have penetrated the back office. More specifically, HR departments seem to be lagging. According to LinkedIn’s 2020 Global Talent Trends paper, 55% of talent professionals say they still need help putting basic people analytics into practice. Furthermore, 73% say that people analytics will be a major priority for their company over the next five years.
While these numbers look promising for the outlook, they still illustrate that there’s a gap. More companies are implementing data and analytics than are using these business-critical tools to help drive employee-related decisions.
This gap could be a challenge, or an opportunity, depending on the lens through which you view it. The shift to a more digitized world means that labor markets are changing. Employees are becoming more prized for their soft skills, and there is increasing competition for talent in areas such as data science.
HR teams that are making use of tools like people analytics, time tracking apps and business intelligence software stand a better chance of staying ahead of this curve than those that don’t.
Here are six areas where HR can leverage people analytics to ensure you’re able to keep up with the digital transformation imperative.
1) Assisting with Recruitment
In the US, it costs an average of $4,000 to hire a new employee, with the process taking around 24 days. If the employee leaves within the first year, the employer isn’t likely to see much return on that investment.
Using analytics effectively can help make the recruitment process more efficient, reduce time to hire, and decrease the chances of making a poor hiring decision. Recruitment functions can use analytics tools to assess the effectiveness of their current processes against specific metrics. However, that doesn’t mean that you should approach your people analytics solution procurements lightly.
According to a LinkedIn report titled “The Future of Recruiting,” few companies use qualitative metrics such as quality of hire or candidate experience ratings, even though most agree that these metrics are important. By correlating data relating to your pool of job applicants with these qualitative metrics, it’s possible to see where there may be improvement opportunities. For example, roles that receive a high number of applicants may indicate that the role requirements could be tightened.  
Artificial intelligence (AI) tools are also now available that will help the recruitment team to filter candidates and assist in making selection decisions. For example, using machine learning, algorithms can assess qualifications against job requirements to predict which are the best indicator of future performance in the role. They can also predict which candidates are more likely to accept a job offer and help to reduce selection bias.
Even in the digital age, recruitment bias is a prevalent issue. But autonomous analytical innovations can predict candidate suitability based on concrete data, performance history, and competency. This helps to even the playing field, creating more diverse, more dynamic workforces in the process.
If you feed your recruitment data systems with the best possible candidate criteria and make informed human decisions based on your shortlist, your hiring activities will prove fair, effective and beneficial to the long-term evolution of the business.
2) Strategic and Tactical Workforce Planning
It wasn’t too long ago that workforce planning meant capturing employee entries and exists on Excel sheets. These days, the tools available make the process far less transactional, providing the opportunity to use analytics to shape the workforce according to the needs of the organization.
Workforce analytical tools can pull data from HR systems to identify recurring and long-term labor issues, such as excessive overtime or ongoing sickness absence issues in particular teams. Even a change as simple as adopting a time tracking app can go a long way towards consolidating the data signals you need to optimize shift schedules.
Take the Texas-based Platform Group Gallery, for instance. Once the packaging company started to grow rapidly, which eventually led to its acquisition by California’s Chameleon Like, in 2018, management needed to optimize customer service operations, while streamlining staff management processes and payroll costs.
Using Microsoft Excel to reconcile everyone’s punch clock data, skills, shift preferences, and availability simply wasn’t possible anymore, according to a case study recently published by Deputy. To iron out its existing staff management inefficiencies, Gallery Board Packaging invested in integrating all of its data into a consolidated system that automated much of the grunt work that had previously been required.
As a result of utilizing its data more effectively, the company achieved its goal of improving internal communication, streamlined its people-driven processes, and boosted its customer service offerings, keeping a handle on costs in the process.
For enterprises operating shift rotations, algorithms can perform real-time analysis on customer footfall or demand, making continual updates to staffing requirements as needed.
Moreover, analytical tools can also help HR functions when it comes to organizational restructures and right-sizing, by calculating future workforce needs. They can also take much of the legwork out of forecasting severance costs, or be used to help identify candidates for internal moves to avoid job losses.
3) C-Suite Reporting and Buy-In
While some organizations place an enormous level of value on human resources, there are organizations that view HR as a necessary evil. But people analytics can prove integral in changing these stakeholders’ views on the matter.
To add maximum value to your HR-related initiatives, gaining executive-level buy-in is essential. Without support from the c-suite, your efforts concerning strategy, company culture, recruitment, and retention will become stunted.
On the other hand, by harnessing the power of people analytics, you will be able to present pivotal HR-related data and insights in a way that gets your company’s senior executives engaged with what you’re doing.
Dynamic data-driven reporting tools will empower you to arrange your most important people-powered metrics and insights in a way that is accessible and impactful in equal measures. By visualizing your most valuable people analytics data, your c-suite decision-makers will be able to understand how your proposed activities can help to boost workforce-based ROI at a glance.
If your staff-centric insights are quantifiable and tell a data-driven story, you far more likely to get your c-suite on your side which, in turn, will catalyze the success of your HR-based initiatives.
For instance, if you can prove that your new onboarding process has improved staff retention over a three-month period with people analytics data, it’s all the more likely that your company’s executives will be inclined to offer further investment in this area.
Data-driven organizations across sectors are proven to outperform those without an analytical approach. And, buy-in starts from the top. Utilize the power of people analytics to create a deeper level of transparency with your business’s decision-makers, and the HR department will suddenly be seen as a key profit center.
Source – Pexels.com
4) Improving Retention
The U.S. Bureau of Labor Statistics estimates that the median employee tenure is 4.2 years. However, age plays a significant factor, with tenure for the 55-64 year age group over three times the length of the 24-34 age group, who stayed in a job for under three years.
Given the costs of replacing employees are so high, organizations must be able to identify the reasons employees leave. However, some analytical tools can already take this a step further, using exit data and behavioral analysis to determine which employees or groups may be the biggest flight risks.
Algorithms can also assist in helping to understand which factors may entice employees to stay with the company, for example, offering learning opportunities, the choice of telecommuting, or a change of role. In addition to drilling down into behavioral analytics, then, people-centric data also aids retention by improving internal motivation and engagement.
Performance-driven people analytics offer a wealth of insight into individual output and competency. If you notice a dip in individual employee performance over a predetermined timeframe, for example, you will be able to reach out and offer support or training. In doing so, you will boost engagement levels and, as a result, increase staff retention or loyalty rates.
Moreover, gaining access to performance analytics will help you reward and recognize achievement—an approach that will also result in increased employee motivation.
5) Honing Reward Strategy and Practice
Expanding on the previous point, according to Deloitte’s Human Capital Trends 2019 report, only 11% of organizations have a rewards strategy that’s aligned with the organizational goals, and nearly a quarter said that they didn’t know which rewards their workers valued.
A coherent analytics strategy will enable organizations to conduct, collate, and analyze reward survey data, tracking trends over time. In doing so, it’s possible to identify those rewards that workers value the least and replace them with rewards that actually motivate people.
Analyzing benefit take-up can also provide deeper insights into how employees are using their rewards, justifying spend, or identifying ways to redirect it into benefits that would offer more value.
Furthermore, analytics can be applied to comparisons of rewards versus performance, on both an individual and organizational level. These insights can help to identify the best ways to motivate high performing teams and individuals with incentives that actually work.
On a more fundamental level, analyzing pay structures against internal and external market benchmarks can ensure pay equity and that the compensation structures in place are competitive.
When it comes to employee compensation and vocational value, striking the right balance is imperative. By drilling down into pay structure metrics and understanding when to reward loyalty or performance, you will create a happier, more productive workforce – a key benefit of advanced people analytics.
6) Breaking Down Silos
Studies show that organizational silos hinder collaboration and stunt communication. The world’s most successful organizations boast company cultures that are based on transparency and open communication.
Without empowering your employees with access to key information, you will create organizational silos that can cause internal friction and ultimately, slow down the progress of your business.
If you give everyone in the business access to people-centric data that allows them to perform and understand how each department within the organization is linked, you will break down communication barriers and encourage cross-departmental collaboration.
Moreover, by using data-driven tools to identify key departmental trends and patterns, you will gain the insight you need to create initiatives that benefit internal communication—removing any organizational silos in the process.
If you witness a silo forming, people analytics will provide you with the vision to nip the issue in the bud before it becomes firmly cemented into the cultural veins of the organization.
Some Additional Benefits of People Analytics
In addition to the above six core benefits of using people analytics to improve your HR initiatives, there are other business-boosting advantages that you should be aware of. People analytics will:
Allow you to identify better quality talent sourcing pools and resources.
Save time across all departments while boosting organizational output significantly.
Refine your company’s cultural blueprint based on informed data-driven decisions that will assist the progression of the business.
Utilize powerful insights that will make your HR department more robust, innovative, and adaptable to constant change. This is an effect that will ripple throughout the entire organization and foster a wealth of positive change.
Conclusion
The move to digital isn’t one that HR teams can afford to ignore. The organizations that will thrive in the decade ahead and beyond will be the ones that can keep up with the changes among employee skills and work patterns. Furthermore, they’re the ones that are starting to leverage the power of people analytics now as a means of anticipating what’s to come.
If you leverage data to your organization’s advantage, analyzing it in a way that transforms insight into action, you will push yourself ahead of the pack, earning sustainable success.
For more insights into the importance of driving organizational innovation, read “In Digital Transformation, HR is Your Most Trusted Friend.”
The post 6 Areas Where People Analytics Can Help HR Get Ahead appeared first on CareerMetis.com.
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