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purplecoffee13 · 3 months

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The Silent Type*

Summary: “Harry, the quiet guy in the office, has silently admired you during your time working for the firm. Now that your work there is done, Harry finds that he can’t let you go just yet…”

Wc: 5k

Tropes: colleagues (ceorry/nerdrry)

Warnings: SMUT, overstimulation, daddy kink, switch sub/dom dynamics, oral, choking

A/N: SUP Y’ALL!!!! God I have just been waiting to be able to write again! I still have some exams coming up next week, but I spent all evening writing this one shot because I have been dying to get back into it😋 This is my first time writing a more subrry tinted fic, so I hope you enjoy it!

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Harry has never been one to talk much.

It is one of the reasons why he chose the career of software developing. Most of it, he could do on his own.

It wasn't so much that Harry hated people, he just preferred his own company. More people tend to complicate things, and Harry is a more logical guy.

That was until he met you.

About three months ago, the company for which Harry worked had started their expansion, and he was to lead the people transferred to that section of the firm. With the expansion also came new employees, and that’s where you came in.

You had been temporarily hired by the company to weed out applicants, and assist the current HR manager to help with the job interviews.

Harry still remembers that first day when you walked into the office, all nervous and fidgety. He had spotted you through the glass walls of his office, and couldn't physically tear his eyes off of you.

It wasn't until your third day helping in the office, that you actually met Harry. You had no idea what to think of him. Well, besides the obvious, of course. He was ridiculously handsome, and from the way he was staring at you, you figured that maybe he was thinking something like that about you too.

But he didn't talk.

Your first time meeting consisted of nothing but a gruff 'nice to meet you' from Harry's side, and no input in the rest of the conversation whatsoever. It was only a couple days later, when you asked the HR manager about it, that you found out that's just how he was, that he didn't really talk to anyone. From that moment on, there had been a surge of motivation to let him make you the one exception.

Harry was just fascinated by you, and he had no idea why. You were a ball of energy, talking so fast you'd think someone had clicked on your 'sped up' button, and you were chaotic, all over the place. The amount of times he watched you bump into people was impossible to keep count of.

Then, one day, you bumped into him. It should have angered him, the spilt coffee on his pants. But he had an extra suit, and you looked so worried, he didn't want to make you feel worse. You still felt bad, though, so you decided to make it up to him, and started getting him coffee every morning.

By the end of the first week, he looked you in the eyes when he thanked you. By the end of the fourth, he'd ask you how you are and recall things you'd told him. By the end of sixth, he told you things about his life, and by the end of the tenth week, you were having longer conversations with him.

It was difficult to keep up the small talk with him in the beginning. You soon found out that his lone wolf attitude may had something to do with his awkwardness. You thought, perhaps people weren't willing to work through that, and eventually he just stopped trying.

Such a prospect made you sad, and it only motivated you more to get to know him better. Of course, the longing glances, and standing unnecessarily close to each other with his knuckles barely touching your arm, those things helped too.

There was an undeniable tension between the two of you that you found incredibly difficult to decipher. The way he'd let you catch him looking at you gave it away quite clearly, but the lack of any real initiative confused you.

Had you read it all wrong? Did he even think there was something there too?

Unfortunately, there was no way to find out, as your assignment at the company was coming to an end. Today had been your last day, and tonight is a launch party to officially celebrate the expansion of the company.

You were a little sad to leave the company, especially since you really liked the people working there. It is why you are most excited for tonight.

Wearing a long yellow dress—it is your favorite color—you stride into the building. You are mesmerized by all the balloons and how pretty everyone looks. Wearing expensive suits or classy dresses. You immediately realize you might be a bit too happily dressed; everyone is wearing darker colors.

It does make it easy for everyone to spot you, though. By the time you've gotten your drink, five people have already walked up to you. About half an hour into the party, the CEO of the company takes the stage to give a small speech.

"I would like to thank everyone who has participated in making this expansion go as smoothly as it did. Your work does not go unnoticed." He says through the microphone. Everyone claps for a few seconds, and the man waits to go on until it is quiet again.

"Now, I have a special announcement to make. I have wanted to make this expansion happen since I began working for this company in 1988. Now that I finally have, I feel that my job at this firm is done. And so, I have decided to retire from my position as CEO."

Your eyes widen at the speech; you had no idea this was even a thing. By the sound of the gasps and murmurs traveling through the room, you deduce that the news is unexpected for the rest of the company as well.

"It is also with great pride that I present the new CEO of our company, chosen after careful consideration. If mr. Harry Styles could please join me on stage."

Your mouth falls open at the mention of Harry's name, and you are certain you will never be able to close it again when you see him walking onto the stage. He wears a black suit, perfectly tailored to his body, and the sight of him has you concerned that you may be drooling.

The bald man hands the microphone to Harry, who does not look very pleased to be on stage; it almost seems like he is regretting his decisions. Until his eyes meet yours, that is when you see him let out a breath.

"Thank you, Mr. Johnson." He says, breaking eye contact to look at his former boss.

Right, that was his name, Johnson.

"I look forward to leading this company into more successes, and I promise that I will put my heart and soul into it. I have worked at this firm ever since I graduated college and they offered me a job during my internship, and it is safe to say that I have not regretted that decision a day of my life. I have always been loyal to this company, and I will remain loyal to you. Thank you."

You are perplexed. Why did he never tell you about this? You are very happy for him, but you do find it weird. It also makes you doubt again. Did whatever you had been building up the last months not mean as much to Harry as it did to you?

Well, it doesn't really matter, you're gone after tonight anyway.

Once the shock of the news has calmed down a bit, the party resumes as normal. Most people visit Harry one by one to congratulate him on the position, but you steer clear from him. It is no use, after tonight you will probably never see him again anyway.

Time passes, and you think you're ready to go home. There was a file in the office you forgot to sign earlier today, so you head up to do that first. The office is entirely dark when you walk out of the elevator. It's kind of eerie, so you are quick to turn on the lights.

It takes you a few minutes to find the file, since the receptionist placed it on someone else's desk. You find it on your colleague's desk, and walk over to the receptionist desk to sign it. Laying it on the keyboard of her computer, you pray that she won't displace it again, and make your way back to the elevators.

A loud shriek escapes you when Harry suddenly walks around the corner. He covers his ears at the high pitched sound, shocked by how much he scared you. With your hand on your chest you try and steady your breathing.

"Jesus, you scared the crap out of me."

"Sorry, didn't mean to." He says, a bit of worry in his tone. You look up at him.

"What are you even doing up here?"

"I was looking for you." He shrugs.

"Why?" Your eyebrows furrow, that same old tension in your stomach settling like it does every time Harry looks at you for longer than two seconds.

"You've been avoiding me." He answers casually, and you feel your heart drop. You didn't think he'd catch onto it.

"Congratulations by the way, for being the CEO. That was definitely a surprise." There is a bitterness in your tone. It is Harry's turn to frown. He hears the condescension, but his mind can't seem to come to a conclusion. Why are you angry? It's so hard to tell.

This is why he doesn't do people.

"You're mad that I am CEO?" He guesses, and your mouth falls open, much like it did when Harry's new position got announced.

"What?! Of course not! I'm very happy for you." You sputter out. The last thing you'd want him to think is that you don't want him to be happy or satisfied or successful.

"But you're still avoiding me." He repeats slowly. "You know, I didn't tell you about it because no one was supposed to know. I had to sign for it and everything. It's nothing personal."

The painful grip that his potential distrust in you had on your heart releases at the sound of his words. You could have known that it was due to something like that, you work in HR after all. That fact alone makes you realize how invested you unknowingly had become in Harry.

"I...I figured." You give him a weak smile. Harry's eyes search for yours, holding onto your gaze once he has found it. You stay like that, staring at each other for a while until you break the silence.

"I'm heading home. I don't think I'll see you again, so good luck. I'm sure you'll do wonderfully."

With much difficulty, you manage to look away from Harry and walk past him. At least, you try to, because halfway through, Harry's hand grabs your arm. You stop in your tracks, looking back at the man who stopped you. The man who has been sending you mixed signals for the past few months.

"D– do you want to join me in my office?"

You refrain from the shiver that threatens to run down your entire body, and nod. Harry's hand slides down your arm to your hand, and he intertwines his fingers with yours before he leads you to the glass doors that belong to him. On your way there, he flicks off the lights, leaving the two of you in the dark.

The city lights light up the otherwise pitch dark office that belongs to Harry, for now. He will be moved to the CEO's office when he starts his new position.

You don't say anything as Harry closes the door, or as he walks to the closet and pulls out a bottle of whiskey and two glasses. You wait in anticipation of what he's going to do.

But then he sits down. He just sits down on his chair.

You stand there, staring at him, utterly confused about this man and his intentions with you, while he obliviously pours the whiskey into the glasses. In that moment, there is a switch inside of you, one that says: fuck it. This is your last day, you need a way to release this pent up tension, and you probably won't see him ever again after this. What have you got to lose? Nothing.

You walk over to the desk and sit down on it, extremely close to Harry. The split of your dress shows your bare, freshly shaved leg, and he seems to notice. His eyes pull to your legs like magnets, and he has to force himself to look you in the eyes as he hands you the glass of whiskey.

You try your best not to smirk at the effectiveness of your plan, focusing on your next move instead. Straight for the kill.

"So, why am I here, Harry?" You ask nonchalantly, taking a sip of your whiskey. It tastes quite strong, and it takes you a lot of effort not to have an expressive reaction to it.

"What?" He asks, eyes wide like a deer in headlights.

"Why'd you take me here?" You ask again, setting down your glass at the table before moving to stand in front of him. "To admire the view?"

Harry looks out the window, but his head shoots back to you when he notices you're sinking onto your knees in front of him. He thinks he may have forgotten to breathe as he observes the lustful look in your eyes. His eyes travel down to your tits, even more visible from this angle.

"Because I've admired it every day for the past three months." You continue. Harry swallows, frozen by the overload of his brain and the sensitivity of the growing constraint in these pants. "Why don't you take your pants off for me? Just enough to give me your cock. I like you in this suit."

Harry doesn't let another second fly by before he is unbuckling his pants, sliding it down just enough for you to have access to his cock and his balls. Your mouth waters at the size and girth of it, your cunt getting wetter with every passing moment.

You shimmy forward, leaning over his cock and grabbing it with your hand. Harry sighs at the minimal contact, making you feel even more powerful. Looking up at him through your lashes, you ask him one more question.

"You'll hold my hair, won't you?"

With that, you take Harry in your mouth as far as you can, before pulling away from him. A gasp leaves his mouth, and his eyes fall shut as you pump him with your hand while your mouth kisses and sucks on the head of his cock. You begin licking and kissing down his cock, while your hand softly feels up his balls.

Harry feels like he is in heaven already, and he forgets everything around him. It is only when you completely remove yourself from him that he opens his eyes again, and he sees. Catching on quickly, he leans forward and gathers your hair, twisting it around his palm.

Satisfied with Harry's obedience, your mouth attaches itself to his cock again. You take him slowly, teasingly, and move your head up and down. With every movement, you take him an inch deeper.

"Oh, f–fuck!" He groans out when you gag on him because you took yourself too far too fast. You steady your breathing, which is a bit more complicated as you can only breathe out your nose. You resume sucking him off for a bit longer, bobbing your head down a bit faster. The small sounds that leaves Harry's lips, along with his scrunched up face, gives you enough indication that he is approaching his climax.

So you remove your mouth from his cock.

He lets out a whine at the loss of contact. If your panties weren't wet before, they certainly are now. You smile at the state of him; desperate and needy for you. The fact that you've managed to make him fall apart like this makes you incredibly horny.

"I want to take all of you in my mouth, daddy." You tell him, looking up at him with your big eyes. "You'll have to help me."

You went out on a bit of a limb when you decided to call him daddy, but he doesn't seem to mind at all. In fact, Harry's eyes light up and his jaw slacks at the mention of the pet name.

"Shit– anything, sweetheart. Whatever you need." He croaks out.

"I need you to fuck my mouth." You respond sternly, not wasting any time and taking him between your lips again. You push yourself down his cock as far as you can, breathing deeply before moving your hand to Harry's hand, which is holding onto your hair, and pushing your head forward to indicate that he needs to push his cock down your throat.

Again, it doesn't take him long to listen, because Harry's hips thrust forward, his dick gliding into your throat. You moan at the force with which he pushed, and keep your mouth wide open as you let Harry navigate your head.

Once he fully understands that you are allowing him to let him use your mouth, the true fun begins. With the firm grip he has on your head, he pushes you up and down at an ungodly speed. Your jaw is already tiring from its locked position, but you power through it because the sounds that leave Harry's mouth make up for it.

"Fuck baby, such a good mouth. Never had anything like this... Jesus!" He pants out as he begins to thrust up into your mouth, and you feel like you might pass out. Suddenly, he pulls you away from his dick.

You frown, and realize as he is grabbing for a tissue that he is avoiding messing up your face. You don't stand for it, though, and wrap your lips around his cock again just in time for him to come inside your mouth. You take him deeper and feel the way his sperm shoots in the back of your throat.

"Fuck! Shit, shit..." The not so wide arrange of curse words are the only thing Harry is capable of saying as he dumps his load inside your mouth. The fact that you were so adamant about having his sperm in your mouth made his orgasm even more intense.

Your mouth lets go of his cock with an exaggerated plop, and you swallow every last bit of him, grinning at his fucked out face.

"That was... amazing." He sighs, his gaze flicking from your mouth to your eyes. You hum in agreement, and get up from the floor as he pulls up his pants. You are about to walk away, when Harry grabs your wrist.

"Where are you going?"

"Home." You answer with a smile, but Harry's grip on you only tightens. He shakes his head, his lips pouting.

"No, you need to stay. Let me make you feel good too." He protests. You squint your eyes at him.

"I don't need to do anything."

Harry's eyes widen. "You're right. But just let me make you feel good before you go, please? It's the least I can do."

Your mouth slowly forms into a grin, glad to have him where you want. Well, almost.

"Beg me."

Harry scoffs. "Are you serious? I don't really do begging."

You shrug, smiling at him. "That's fine. My vibrator can get me off too."

You take a few steps towards the door, while Harry contemplates his decisions. However, those were all clouded by the sole moment to please you the second you mentioned your vibrator. The image of you getting off like that is too much to bear. He needs to do it for you.

"Stop." He says. You turn around, and walk back to him as he gets out of his chair and gets on his knees. Grabbing your waist, he pulls you closer, his nose digging into your dress. His hands run up and down your legs, and it is making you weak in your knees.

"Please, let me eat you out baby. I'll do anything to make you feel good. I need to taste you so bad, please let me pleasure you."

You swallow, eyelids ready heavy, as you sigh out. "Alright."

Harry grins at your admittance of defeat, and stands up. He leads you to sit on his desk, your dress hiked up. He removes the stuff behind you, so that you can lean back entirely in case you want to, and waltzes over to his chair.

Spreading your legs, he rolls himself closer to you, and assesses your soaking wet panties. Chuckling, he leans to the side and grabs a pair of scissors, before he cuts the skimpy material from your body. You'd say something of it, but the sight of him admiring your pussy like this is too fascinating to interrupt. So, you keep quiet.

When Harry's thumb suddenly presses on your clit and begins to rub it, you can't help but gasp. His touch feels too good, and that blowjob got you really worked up.

"You have no idea how many times I've fantasized about this." Harry says, marveling at how reactive you are being.

"Me too."

His eyebrows rise up. "Yeah? Tell me more, baby."

You bite your lip, too obsessed with the pet name he's given you. It sounds so sexy coming from his mouth. He awaits your response with bright eyes, lazily rubbing your clit.

"Your arms... I'd think about them so much. And your hands, I'd imagine you choking me with them. They're so big..." You begin, and you know that you could go on for hours if you had to tell him about everything you've thought about doing with him, or doing to him.

Harry doesn't say anything, instead responds with two fingers entering your pussy. You moan at the feeling of his large fingers pumping in and out of you. It feels way fuller than your hand already. His two fingers is the equivalent of your three fingers.

"We can definitely make those fantasies come true..." Harry says softly. "But first, let's make you come, hmm?"

You nod, your head falling back and allowing yourself to fully indulge in the pleasure Harry's giving you right now. You let yourself lay on his desk, wrapping your legs around his shoulders.

"Fuck, that feels good– oh fuck!" You shriek out when Harry tongue begins attacking your tongue after he adds a third finger. He speeds up the movements of his hand to match those of his tongue, and holds onto that tempo until your mind can't conjure up any more words to speak to him.

With the control entirely out of your hands, you let Harry guide you to your orgasm, which washes over your body like a tidal wave. You unconsciously push Harry's head further into your pussy with your legs. With an arched back, you moan at the sensitivity of your clit.

Harry lets you take a minute to catch your breath before he pulls on your arms to have you sit up straight. He is smiling sweetly at you, and your heart warms at it.

"You okay?" He asks, kissing your hands. You nod, trying to ignore the flutters in your heart at the way he is being so gentle.

"Thank you for letting me make you feel good, baby." He says, getting up and leaning into your face. His nose brushes against your cheek as he plants his lips on yours. Your arms wrap around Harry's neck as you kiss him deeper, too caught up in how good he feels and how much you want him.

You're never this greedy. You've never felt like you needed a man's cock inside of you. Like it was the only feasible option. You feel it driving you crazy, and you're sure it is the only reason you say— no, ask:

"Please, fuck me."

The grin that forms on Harry's lips makes you feel like you should regret what you said. A grin like that usually belongs on your face in situations like these. But you need him so bad, you don't really care that you are the desperate one this time.

"Oh, you're begging now too, huh?" He says cockily. You glare at him, pissed that he's acknowledging your neediness and mocking you for it too.

"It's alright baby, I'll give it to you. 'M cock's already hard again from watching you come like that. So fucking sexy..." He says. He pulls his pants down and lifts you off the table, turning you around to the glass windows and pushing your hands against them. "Bend over a bit and speak your legs for me, baby."

You do as he says, biting your lip at Harry's hand that pushes away your dress and roams over your ass. He positions his cock at your entrance and pushes himself into you, sighing in pure relief. You shut your eyes tightly at the size of him filling you up.

"Fuck, you feel good baby." He says, slowly beginning to move in and out a bit. You let out a soft 'yes', causing Harry's jaw to clench. He spanks your ass, watching as it bounces from the impact, and his cock twitching at your yelp.

"Perfect fucking ass... perfect fucking girl, aren't you?" He groans, now lazily thrusting into you. He wants to give you time to adjust, but he learns your wishes when you begin to push yourself back into him.

"Ah, I see. Greedy girl wants to speed things up, hmm? Your wish is my command." He mocks, but does speed up his pace. His hands hold your waist as he begins to pound himself into you, your ass shaking at the impact. He spanks your ass again for good measure, obsessed with the way it moves.

You nearly lose yourself in how good it feels, but you know that he can get deeper than this.

"I want to ride you... want to feel you in my tummy." You spit out, hoping he understands what you're saying in your croaky voice.

Harry listens, pulling himself out of you immediately and taking a seat in the chair. You turn around and walk over to him, throwing your legs on both sides of his lap, before grabbing his cock and sinking yourself down on it.

It goes smoother this time, but Harry's really deep now, just like you wanted. The sensation is everything to you, and it isn’t hard to tell how good it feels for him too. Glad to have a bit of the control back, you start to bounce on his cock.

Harry’s eyes travel over your body, fascinated by the way you are moving above him. His hands travel to the straps of your dress and push them down until he can get your tits out of the top part of your dress. He begins to massage them as you keep impaling yourself on his dick over and over again.

"Fuck, daddy, you feel so good... so good for me. Listening to me. Knew this was the best way to fuck you... you love it." You slur happily. Harry nods profusely at your words, jaw clenched and moaning out in pleasure.

"Yes, needed it so bad baby. You're fucking daddy so good..."

You smile at how caught up Harry looks in his pleasure, like he doesn't know what to do with it. You, however, do know what to with it. You grab one of his hands and wrap it around your throat, before you do the same to him. With his hand on your neck and yours on his, you begin to fuck him as fast as you can.

"Ah, fffuck... shit! Holy shit!" He yells out, and automatically thrusts himself up into you, reaching an even further level of deepness you had never thought possible. That along with your hands on each other’s necks, is enough to know that your climaxes are near.

"Come inside me daddy." You pant out, and he does. It is as if your permission set him off. You smile in delight at the feel and knowledge of his cum being so deep inside of you.

You fuck Harry through his orgasm, and even after. He squirms in his seat. "Wait— too sensitive."

"I don't care, I haven't come yet. Don't you want to make me feel good? Have me coming around your thick cock?" You say sensually, and Harry nods. "Words."

"Yes– fuck! I want you to come, please come around my cock. Please, please..." He begins to beg, a tear rolling down his cheek.

Your toes curl at his whiny voice, and soon your juices are gushing all over his cock. Your pussy contracting around him seems to set Harry off even more, as you feel even more sperm spraying out of his dick and into your walls.

You ride out your high until you can't move anymore. You sit there, forehead pressed against Harry's as you both come down from what just happened.

After a minute or two, you decide to pull out. Slowly but surely, you manage to get Harry's dick out of you without hissing too much at the sensitivity of every single body part down there.

You lean against the desk, too wobbly to stand on your own, and you let Harry wipe you clean with the tissues on his desk. After cleaning himself up, he stands up and positions himself in front of you.

"Hey." He says. Your hand cups his jaw and your thumb wipes away the tear that is far down his face now.

"Hi." You tilt your head. The both of you burst out laughing, still surprised by what went down just now.

"That was really good." He says once the laughter has died down. You nod in agreement.

"Good enough for a repeat?"

Harry pretends to think it over, before he responds: "under one condition."

"And what would that be?" You quirk up an eyebrow, intrigued by his vagueness. He smiles at you so wide that you wonder if his mouth might be hurting.

"You let me take you out on a date first."

You roll your eyes, pretending not to be amused as he chuckles at your reaction. But the second you see the look on his face and the sincerity behind it, you realize that he is being quite serious about this request. You bite your lip, wanting to kiss him right then and there.

"I would love that."

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cosmicpuzzle · 4 months

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Which Education🎓📚 is right for you?

Mercury rules your interest and consequently which type of course you would select.

Now you have to see how Mercury is placed. For example if Mercury is conjunct Moon it would have same effect as Mercury in Cancer or Moon opposite Mercury.

Mercury -Sun: It is called Budh Aditya yoga. These people can shine in political science, geology, sociology, medicine and they can be good leaders too. They may prepare for competitive exams.

Mercury-Moon: Some changes or confusion in choice of course. Can study more than one subject but both vastly different from each other. Chemical, hotel management, nutrition, chef, psychology, tarot and intuitive studies.

Mercury-Mars: Some obstacles in education, breaks and interruptions (dropping classes), engineering (especially related to machines, drawings, plans, civil, electronics), medicine (especially related to surgery), fire and safety engineering,

Mercury-Venus: Sales, marketing, HR, interior designing, makeup courses, all type of fine arts, vocational courses, acting courses.

Mercury-Saturn: Engineering (like construction , petroleum, mining core subjects), structural engineering, drafting, administrative studies.

Mercury-Jupiter: Finance, CPA, CMA, accounting, teaching, law field, journalism, VJ, pilots, aeronautical.

Mercury- Rahu: Chemical, nuclear subjects, cinematography, software courses, digital marketing, share markets, computer hardware, import export, AI, Machine Learning courses.

Mercury-Ketu: Computer coding, electrical engineering, bio technology, astrology, virology, research oriented fields.

For Readings DM

#astrology #astrology observations #zodiac #zodiac signs #astro community #astro observations #vedic astrology #astro notes #vedic astro notes #astrology community #mercury signs #mercury in aquarius #mercury retrograde #pisces mercury

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infiniteglitterfall · 5 months

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youtube

Okay, I'm a data nerd. But this is so interesting?!

She starts out by looking at whether YouTube intense promotion of short-form content is harming long-form content, and ends up looking at how AI models amplify cultural biases.

In one of her examples, Amazon had to stop using AI recruitment software because it was filtering out women. They had to tell it to stop removing resumes with the word "women's" in them.

But even after they did that, the software was filtering out tons of women by doing things like selecting for more "aggressive" language like "executed on" instead of, idk, "helped."

Which is exactly how humans act. In my experience, when people are trying to unlearn bias, the first thing they do is go, "okay, so when I see that someone was president of the women's hockey team or something, I tend to dismiss them, but they could be good! I should try to look at them, instead of immediately dismissing candidates who are women! That makes sense, I can do that!"

And then they don't realize that they can also look at identical resumes, one with a "man's" name and one with a "woman's" name, and come away being more impressed by the "man's" resume.

So then they start having HR remove the names from all resumes. But they don't extrapolate from all this and think about whether the interviewer might also be biased. They don't think about how many different ways you can describe the same exact tasks at the same exact job, and how some of them sound way better.

They don't think about how, the more marginalized someone is, the less access they have to information about what language to use. And the more likely they are to have been "trained," by the way people treat them, to minimize their own skills and achievements.

They don't think about why certain words sound polished to them, and whether that's actually reflecting how good the person using that language will be at their job.

In this How To Cook That video, she talks about the fact that they're training that type of software on, say, ten years of hiring data, and that inherently means it's going to learn the biases reflected in that data... and that what AI models do is EXAGGERATE what they've learned.

Her example is that if you do a Google image search for "doctor," 90% of them will be men, even though in real life only 63% are men.

This is all fascinating to me because this is why representation matters. This is such an extreme, obvious example of why representation matters. OUR brains look at everything around us and learn who the world says is good at what.

We learn what a construction worker looks like, what a general practitioner doctor looks like, what a pediatrician looks like, what a teacher looks like.

We look at the people in our lives and in the media we consume and the ambient media we live through. And we learn what people who matter in our particular society look like.

We learn what a believable, trustworthy person looks like. The kind of person who can be the faux-generic-human talking to you about or illustrating a product.

Unless we also actively learn that other kinds of people matter equally, are equally trustworthy and believable... we don't.

And that affects EVERYTHING.

Also, this seems very easy to undo -- for AI, at least.

Like, instead of giving it a dataset of all the pictures of doctors humans have put out there, they could find people who actively prefer diverse, interesting groups of examples. And give the dataset to a bunch of them, first, to produce something for AI to learn from.

Harvard has a whole slew of really good tests for bias, although I would love to see more. (Note: they say things like "gay - straight, " but it's not testing how you feel about straight people. It's testing whether you have negative associations about gay people, and it uses straight people as a kind of baseline.)

There must be a way for image-recognition AI software to take these tests and reveal how biased a given model is, so it can be tweaked.

A lot of people would probably object that you're biasing the model intentionally if you do that. But we know the models are biased. We know we all have cultural biases. (I mean. Most people know that, I think.)

Anyway, this is already known in the field. There are plenty of studies about the biases in different AI programs, and the biases humans have.

That means we're already choosing to bias models intentionally. Both by knowingly giving them our biases, and by knowing they'll make our biases even bigger. And we already know this has a negative impact on people's lives.

#datascience #data #ai #infodump #wall of words #Youtube

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klapollo · 6 months

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is copywriting a good job to look into as a writer? im job hunting and i see quite a few openings online but im worried the work will be extremely dreary

i didnt set out to be a copywriter -- frankly when i graduated i had no idea what i wanted to do. i spent about three and a half years freelancing and doing gig work and i'd make like 140 bucks a month on a good year. i happened to apply for a copywriting job among a sea of other entry level things -- social media coordinator, communications associate etc. and i feel SOOOOO fucking blessed that i fell into copywriting

in terms of money: copywriting is very lucrative if you get the experience for it and stay the course. my very first position with no prior copywriting experience (just freelance writing experience) paid me 35/hr. starting off you'll probably make about 50k but moving up the hierarchy can pay a LOT. with four years of experience, during my job hunt i would say the vast majority of the positions i interviewed were within a six figure salary band. moving up the hierarchy, lots of senior copywriters make six figs, and some associate creative directors make over 200k. you can definitely live comfortably as a career copywriter if you play your cards right.

in terms of work: personally i love copywriting, but it's an arm of marketing. if you cant stomach writing marketing materials or learning how marketing works, it might not be for you, but i kinda make it into a game in my head. there's a lot of different kinds of copy -- short form (landing pages, social media blurbs, headlines, emails, product descriptions etc) and long form (white papers, SEO articles/blog posts, ebooks). i would aim to find a copywriting position that will have a wide scope of copy types, because that helps cultivate a well-rounded resume (i.e. shoot for a job that'll have you writing landing pages, emails and blog posts etc over one that's just headlines and captions).

there is also B2C (business to customer, as in marketing a consumer product to individuals) and B2B (business to business, as in marketing a product like mailchimp to a business). i mostly do B2C, but I also do B2B now. it's fine to start with just one, but i'd say right now demand is very high for B2B

the good thing about copywriting is that basically any industry requires it in some capacity. i've worked predominantly in entertainment and digital media, but right now i'd say the biggest demand is in healthcare, fintech and SaaS (software). i freelance for a telehealth company right now in part because i want to make my portfolio more well-rounded. but as i said, nearly any industry can need one -- hospitality, beauty, fashion, retail, nonprofits, anything that is a business that needs to be advertised. when i started, i worked in television, which meant my days largely consisted of watching shows before air and writing episode descriptions. i had a lot of fun!

personally, i dont find my work dreary. sometimes it can be a LITTLE tedious if i'm writing something more technical/internal, but the whole point of copywriting is to figure out how to entice someone to check something out, which means puzzling out how to write something fun and engaging. if you want something less marketing-focused, i would look into getting into technical writing. this is basically writing informational texts and guides for technology and similar things. it pays VERY well and is usually in high demand, but i will say it's definitely more tedious than copywriting.

in short: yes i love copywriting and you can be very financially stable in it! i'd argue it's one of the most financially comfortable day jobs for someone with writing experience. happy hunting anon!!!! i hope u get what ur after

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posallys · 3 months

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What are you researching about the worms?

sorry this took me so long to answer lol I'm working 40 hrs/wk in the lab and then like 30 at my other job so i am. busy.

anyway, we're doing research into the functionality of glutamate in different C. elegans mutants and how those mutations affect the uptake of glutamate at the GLR-1 receptor. we fluorescently tagged the glutamate and so when we look at a worm under a fluorescent scope, we can see bright spots (puncta) along the ventral nerve cord (VNC) of the worms where glutamate has attached to the GLR-1 receptors. some of the different mutations were looking at are the daf-7, pag-3, ida-1, and various combinations of them, and then we'll analyze the differences in the glutamate uptake and evaluate the pathway/see how we can apply it to the homologous pathways in humans :) here's a picture of the VNC with some fluorescent puncta (it shows up green under the scope, but the camera only does black and white)

left is our wild type strain (has the fluorescently tagged glutamate) and the right is a pag-3 mutant, and so I'll collect a bunch of images and then use a software that analyzes the width and intensity of the puncta in order to compare the different genotypes

#i am going to spare you more details unless you're really interested #in which case i will direct you to the paper that will be published next year with me as one of the authors <3333 #i'm gonna be an et al #i could cry #taylor answers

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transinessolutions · 4 months

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#odoo customization #odoo customization services #odoo customization company

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canonsinthehead · 1 year

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RGG/Yakuza/Judgement at the Grocery Store

UPPER MANAGEMENT = UP WORKING CLASS = WC CHAIRMAN AND HIS ENTOURAGE = CE CLIENTS= C

Yakuza:

Kiryu (WC): Initially a Stock clerk was eventually Promoted to IT (responsible for price accuracy for the printed price shelf tags, maintaining the computers, point of sale software the cash registers use, and any electronic scales that weigh and print prices).

Akiyama (CE): Investor. Due to his generous “donations” to the company, he is part of the chairman’s entourage (due to his wallet’s size, his opinion matters). Thanks to him (and Tachibana), they were able to raise the salaries of the employees not part of upper management, so all of them love him and get along well when he is there. Akiyama can admit that he grew quite fond of many employees, especially Hana who will become his personal secretary. As expected, many members of upper management can’t stand him, wondering why he is even allowed to be around (they are jealous)

Haruka (WC): Cashier

Nishiki (WC): Online order clerk. Spends a lot of time chatting with Kiryu but likes his position since he is away from the upper management most of the day (he thinks they are scary and wants none of it)

Yumi (WC): Cashier

Daigo (CE): Chairman. A big picture of him is in the store saying he is the boss but you can rarely see him in the building. But for the few times, he visits the place, the upper management wake up out of their coma and pull up an act as if issues where not part of their daily lifes (they basically threaded MAjima to not blow the whistle about who is not doing their jobs. Saejima (WC):. He prefers something more simple and since he listens to Majima’s endless rants about his position everytime. he would better be left alone away from customer service but ended up as a Loss prevention associate (helps a grocery store combat and apprehend shoplifters and unlawful employees. They often monitor security cameras for suspicious activity, and some dress as shoppers to monitor activity covertly. Loss prevention associates often contact local law enforcement to alert them of problems.). Lee, who is a security guard works along him.

Ryuji (C): Rude customer

Yuya (WC): shopping cart attendant. While he was proposed higher level position many times, he declined them

Nishida (UP): Previously a stock clerk who graduated from his position to become Majima’s right man. They separate Majima’s workload between them.

Majima (UP): Customer Service Representative. Held to higher regard because of more experience, knowledge, and skills. Since nobody in this company wants to do their job, he has to do a lot people’s tasks. Is the main person dealing with issues with customers (that’s the person we send when they say “I wanna talk to the manager”). Stressed.

Date: (highest working class) Pharmacist.

Rikiya (WC): Floor Clerk

Hana: (upper working class) HR Secretary. She will likely interview new employees. Nishitani (UP): Supervisor. Regardless his personality, he actually does his job. He knows how to make the daily life spicy (Kashiwagi hates but since he knows how to manage rude clients to fuck off so gracefully and he can shut down arguments easily). Since he does his job so well, you can find do all type of random stuff in the store like taking hold of the AUX cord to blast Japanese 80s hits in the radion (play Namidawo Misenaide -Boys Don't Cry- by WINK) or buying items just to annoy Majima. His favorite activity is to announce employees birthdays on the store’s microphone before slapping a cake in their faces (Kiryu couldn’t escape it, Nishiki ran for his life). Nishitani succeeded to slap a cake in daigo’s face to everyone’s excitement (covertly or invertly expressed). He is just appointed himself to Mine’s burning anger, not now but one day. Always to take home what they are supposed get rid of (past date item and damaged food products) Mine (CE): Chairman Assistant/Secretary.

Kashiwagi (UP): Inventory Control Specialist. Give this man a break. He is at the clock at 6AM everyday. Mr. Black Coffee. He spends most of his time making calls to suppliers (and often arguing with them) and check the inventory (IF PEOPLE WERE ENTERING THE DATA CORRECTLY SMH.)

Shinida (WC): Grocery clerk, who graduated from his position to become (kinda off) Majima assistant to help with everyday tasks. To take charge when Majima is too tired or angry. If not, they kinda work as duo for Majima’s work load.

Tachibana (CE): Financial Advisor. He is basically the one over the upper management of the store. If it was not for him being so good at problem-solving and calm regardless of the situation, Daigo will penalize him for how poorly the upper management are doing their job (that’s not on him lol). Always wanted to give Kiryu a promotion so he could join the upper management team and put things back in order.

Baba (WC): shopping cart attendant. Just wants to put his earphones on be left alone.

Hamura, Kuze & Sagawa (UP): Head supervisior, but nobody is sure what is role is since they can’t answer nobody’s questions about anything. More the corporate type, since they send another head supervisor (lower than them) to do all the work (a.k.a answering clients complaints). they spend all their day laughing, chatting and smoking and discussing everything but work-related things. But if there’s financial losses or their quota are not met, you will sure hear one of them raging anger ready to crack the whip on any subordinates. Shimano (CE): Store Manager. He represents the Chairman when he is not there. So he kinda acts like he owns the place (in a way he does owns the building). He is the one watching over a lot of things in the store and especially keeping an eye over the employees. He picks Majima apart and sends Sagawa to scold him about what he is supposedly doing wrong. He is behind most (if not all) employees discharges. Keeps the business afloat. Mirei (UP): HR Yakuza 7/Like A Dragon

Ichiban (WC): Started as a custodian but (after Jo’s training) was upgraded to stock clerk for general merchandise and non-perishable food items. They are always calling him to go check prices and exchange articles since he is so fast and his store clerk colleagues are nowhere to be found.

Adachi (upper working class): Butcher Nanba: (upper working class) Works in the pharmacy.

Han Joongi (WC): Food Preparation: Bread.

Zhao (WC): Food Preparation: Pastry/bakery. Decorates the cakes and makes pastries sold in the grocery store. Saeko (WC): Beauty & Health Department Staff. Masato Arakawa/Ryo Aoki & Kume (C): KAREN Jo Sawashiro (UP): Hourly Supervisor & Training. Technically has the same job as Nishitani but he doesn’t even want to associate with this brown hair clown. But recently he has been upgraded to pay management and was more than willing to cut Ichiban’s pay off when he accidently spilled his coffee on him. (Chill, Jo! Is it even legal?!? Apparently, it is…) Taka The Striker (WC): Auto Care Center Main Manager Yumeno (C): Karen Reina (WC): Cashier Hamako (WC): Senior Cashier

Judgement/Lost Judgement/Judge Eyes

Yagami and Sugiura (C): they came only to buy a bag of chips and move on with their life but they are stuck waiting to checkout and it takes forever. For some reason, everyone that day filled their cart to feed the entire population of china.

Minami, Akutsu, Kaito (WC): Stock Clerk who is always late (or don’t even come) when someone call his department. Spends most his time chatting and smoking. Get to work when the boss or supervisor is near.

Tsukumo (WC): Data Entry Clerk

Higashi (WC): Electronic Department Staff

Mafuyu (WC): Beauty & Health Department Staff

Saori-San (WC): Cashier that covertly hate her job

Awabe (WC): Overnight Stock Clerk

Kengo (WC): shopping cart attendant

Sawa-Sensei (WC): Cashier

Kazuki Soma (CE): Investor. While nobody really knows where he stands or where his interested for the company comes. Rumors says he is an old supervisor but nobody ready really knows. Gets along well with Shimano and was able to conclude all types of deals with him like in exchange of generous “donations’” they could redirect some of the employees to work in his company. Some believe, him and Shimano use the grocery store for money laundering.

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dollsonmain · 6 months

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Um....

Qualifications: - Previous experience as a Dental Receptionist, Clerk, or similar role is preferred - Proficient in using QuickBooks or similar accounting software - Excellent typing skills with attention to detail and accuracy - Strong organizational skills with the ability to multitask effectively - Knowledge of front desk procedures and phone etiquette - Ability to handle confidential information with professionalism and discretion

This is for the front desk at a Days Inn.... Why a Dental Receptionist, specifically...

This is why I don't apply via Indeed and go to the business's website instead. This could be a scam listing.

Also $11/hr are they nuts???

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spacecores · 8 months

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Is it insane to really really want to figure out what department handles the application software and try and get in there to fix it or nah

bc like,,, trying to type in a space where an apostrophe is an invalid character is both extremely difficult and fucking bonkers annoying

Anyway everyone prayer circle I get to have the desk job bc ya bitch is fucking exhausted from doing basic labor. Truly how the mighty (me who previously worked warehouse jobs for like 8-14 hrs a day) have fallen (15 hours a week over 3 days makes me feel like death)

#allie.txt #the semi-colon being invalid fine shit is stupid on applications #the APOSTROPHE???? HELLO?? fuck me right in the ass dry why don’t you #miserable application experience even if i don’t get this job i’m having words #scratch that tomorrow when i go in i’m complaining lmfao #sorry ‘informing’#also the demographics only have male and female options which is fucking bunkum #If u have gotten this far in my tags enjoy my confusion on how to explain using ms word and internet navigation happens #like they aren’t second nature to me computer gremlin from the 90s #Did get to throw in that i know how to use boolean search which was fun

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shandian-go · 2 years

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Hi! If you’re willing to share, I was just wondering what degree you have or if you could give a vague idea of what field you work in. I’m trying to figure out a new career path and I still don’t have a clue of what to do.

You’re so capable and smart at what you do in GOs so I was wondering if you have recs for stable career paths or if you have advise in being as good at management as you are. Sorry if this seems intrusive! (Please don’t feel like you have to answer if you can’t/don’t have time or if these feel intrusive. I totally understand. Otherwise, I am very appreciative of a tiny bit of advise or insight into a stable career path.)

ahh i can try to answer about my own experience but my knowledge of jobs outside my own industry is pretty limited so this may not make for the best advice just an fyi;;;

i majored in accounting in uni and worked a few years in public accounting firms. it's not exactly an experience i'd recommend to everyone bc public is pretty stressful and it's 60+ hr weeks during busy season, but i learned so much there so don't regret it. we mostly work with spreadsheets and numbers and the standards for accuracy and proper documentation are really high. so those skills def helped me set up this GO in a way that could let me track everything comfortably.

i personally chose accounting specifically for its stability and my job didn't really get impacted by the pandemic. there's def a misconception that you have to be amazing at math to go into accounting but as someone who's definitely not good at Real Math, imo you just need to know the basics and also not hate numbers n__n;;; and if you'd like to get your cpa, then it's more about case writing skills and reading through accounting standards/tax rules than actual math calculations (at least in canada).

i will say though that quite a few of my friends have left accounting to go into tech as developers/software engineers, which has much better pay and a lot more job opportunities overall. there's coding bootcamps online so you don't have to go back to school for a full degree. however i've heard that their interviews are more technical so requires more self-study. and depending on where you work, the hours can be pretty rough too;;;

i also have some friends who are acturaries that work for insurance companies, but from what i understand, it involves harder math and they had to pass for 6-8 certification exams (in contrast i only had to pass 1). i know of a few others who got their cfa designation and got finance/analyst-type roles at banks but i'm not as familiar with the process;;;

unfortunately i don't know much about 'stable' careers outside of business/tech so that's pretty much all i can touch on;;; since my experience is pretty limited and i kind of stumbled upon my own career path, i think my only general advice is that if you're not sure about what you want, you can start with figuring out what you dislike or what would be a difficult fit for your personality type.

for me, i knew in high school that i was bad at sciences so avoided all science programs when applying to uni. i'm also not a natural speaker so it was pretty stressful whenever i had to give presentations or interact face-to-face with clients. eventually i figured out that i was better at writing and also liked working with numbers, as well as researching/digging into details to solve problems on my own, and ended up where i am now ;u;

choosing a career is such a difficult decision and i hope that you have family/friends who have more insight on your situation and can give you better feedback/support than i can;;; hopefully some of this was helpful and i wish you the best of luck!

#sorry this is so long winded but hopefully it gave you some ideas #i talked to a lot of older friends who had more experience in my field before making career changes #so i'm sort of parroting what they told me and generalizing it a bit as there's some things more specific to my industry;;;

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shantitechnology · 2 years

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What is ERP Software and How it helps in the Manufacturing Industry?

What is ERP Software?

ERP (Enterprise Resource Planning) software is a type of software used by businesses to manage and integrate core business processes such as finance, HR, procurement, supply chain, and customer relationship management. The goal of ERP is to provide a single unified view of data across an organization to help streamline and optimize operations.

Shanti Technology is one of the most popular ERP software companies in Surat. Solutions offered by Shanti technology are one-of-a-kind and specially designed ERP software for engineering companies that follow the fashion in which people work today. It focuses on strategic IT Initiatives. These solutions maximize the availability of the systems or processes and reduce the risks as well.

Why is ERP Software used in Manufacturing Industries?

As a language model AI, I don't have personal experience but here's why:

Improved Visibility: Manufacturing industries can access real-time data from across their operations with the help of ERP software, leading to improved visibility and control over the entire production process.

Increased Efficiency: ERP software streamlines and automates many of the manual tasks involved in production, reducing the time and effort required to complete these tasks. This results in increased efficiency and improved productivity.

Enhanced Inventory Management: ERP software enables manufacturers to track inventory levels in real-time, ensuring that they have the materials they need to keep their operations running smoothly.

Better Planning and Scheduling: ERP software helps manufacturers to plan and schedule production runs more effectively, reducing the risk of bottlenecks and downtime.

Improved Cost Control: By providing a comprehensive view of all costs associated with production, ERP software enables manufacturers to identify areas where they can reduce costs and improve their bottom line.

Better Collaboration: ERP software enables different departments within a manufacturing company to work together more effectively, improving communication and collaboration throughout the organization.

Integration with Other Systems: ERP software can be integrated with other systems, such as CRM, accounting software, and supply chain management systems, providing manufacturers with a single source of truth and a more streamlined process.

Benefits of ERP software for Manufacturing Industries

Increased efficiency: ERP software streamlines processes, reducing manual work and speeding up production times.

Improved data management: Manufacturing industries often collect and manage a lot of data. ERP software allows for more accurate, organized, and accessible data storage and analysis.

Better inventory management: ERP software tracks inventory levels, automates reordering, and helps ensure production schedules aren’t impacted by stock shortages.

Enhanced collaboration: ERP software integrates data across departments, allowing for better communication and collaboration between teams.

Increased accuracy: ERP software minimizes human error, allowing for a more accurate record of information, such as production data and inventory levels.

Better decision-making: ERP software provides real-time data and analytics that support informed decision-making for production, purchasing, and sales.

Better supply chain management: ERP software provides visibility into the entire supply chain, allowing for better tracking, communication, and coordination between suppliers and production teams.

Reduced costs: By streamlining processes and reducing manual work, ERP software can reduce costs associated with production, inventory management, and supply chain management.

ERP software represents the next generation in business software. While basic, functional ERPs have been around since the 1980s, these systems are now evolving to meet the needs of modern businesses. The best ERP systems today allow businesses to leverage information and process data in real-time rather than waiting for periodic reporting periods; they also enable a unified view of business data to promote clear decision-making processes, and they are cloud-based, allowing companies to save money on expensive hardware upgrades.

#ERP software Companies in India #ERP software for engineering company #ERP software Companies in Surat #ERP Software Companies in Mumbai | Pune | Bhopal | Surat | Rajkot - STERP

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reasoningdaily · 2 years

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Could AI bias cost you a job? NJ lawmaker wants more scrutiny of hiring software

There's a good chance an employer has used artificial intelligence to determine whether you’re the right fit for a job.

Nearly one in four organizations said they either use or plan to adopt AI and other computerized processes for hiring and recruitment, according to a survey last year by the Society for Human Resource Management. Software is taking over much of the routine work of hiring, screening and information gathering, said Chinmay Hegde, an associate professor of computer science at New York University.

But skeptics worry about a dark side: that AI systems trained on past hiring decisions will simply automate racial and cultural biases that have previously shut out women, minorities, people with disabilities or other groups.

In response, some lawmakers in New Jersey want more scrutiny of how employers use AI in their hiring decisions.

“This isn’t banning the use of this software, it’s just making sure that we are checking and auditing and putting some boundaries in place to ensure equity processes,” said one of the bill’s main sponsors, state Assemblywoman Sadaf Jaffer, D-Mercer.

How the state would regulate AI

Employers also would have to notify job candidates if automated software was used in the hiring process. A first violation would trigger a $500 fine and up to $1,500 for each subsequent violation.

Jaffer's bill cleared a first hurdle when the Assembly Labor Committee approved it by an 8-1 vote on Jan. 19. A state Senate version, S1926, was introduced to that chamber's labor committee last March but so far has not received a vote.

How AI is used in hiring

Employers in the Society for Human Resource Management survey said they use AI and automation for everything from screening resumes to choosing applicants for interviews to scoring candidates on skills assessments and even administering interviews.

Sixty-four percent of HR professionals told the society they used software to automatically filter out "unqualified" applicants. Employers said the tools save them time and help them to swiftly identify top choices.

"AI systems can help analyze a large volume of resumes and more quickly search for qualified candidates," said Beena Ammanath, executive director of the Deloitte AI Institute. "Chatbots and other automated messaging systems can streamline communications with potential candidates."

What is AI bias?

While such tools can save companies time and money, without care they also "may result in unlawful discrimination," the U.S. Department of Justice warned in a notice to employers last May.

Indeed, Reuters reported in 2018 that Amazon had stopped using an AI recruiting tool because it penalized applicants with resumes that referred to "women's" activities or degrees from two all-women's colleges.

The Justice Department, in its guidance last year, warned that automated hiring can violate the Americans with Disabilities Act.

For example, the department said, a visually impaired employee who has to take an evaluation using a keyboard could fare poorly, potentially costing them a promotion or other job opportunity even if their typing skills weren't relevant to the work.

A chatbot screener might automatically reject someone with employment gaps that were caused by a disability. Or the chatbot might reject an applicant in a wheelchair who indicates that they can’t stand for long periods of time, even if they could do the job while seated.

The department’s Equal Employment Opportunity Commission said employers must consciously take actions that don’t leave out disabled applicants and employees.

Bill of Rights: On fourth try, 'temp worker bill of rights' passes final hurdle in NJ Legislature

NJ employers urge caution

The New Jersey Business and Industry Association said more information is needed from employers on how they use artificial intelligence, and that several amendments are necessary before the group can support the bill.

“I think we don’t have a lot of concrete data about how these tools are being used in the workplace,” said Alexis Bailey, the association's vice president of government affairs.

"We’ve heard anecdotes here and there about different issues that have arisen, but I think until we fully understand exactly what these tools are, exactly how they’re being used in the workplace, it’s hard to say where we as a state should come down on regulations,” Bailey said. “We say tread carefully, just because there’s a lot of unknowns and things are changing, as it always does with technology.”

Last year, the New York City Council approved one of the nation's first laws to regulate AI in hiring. But the city has delayed implementation, after being inundated with questions about what sorts of automation fall under its rules, who will conduct audits and what they should measure.

How to hack AI used in hiring

Job seekers can tailor their resume to look more appealing to algorithms by including terms or phrases from the job description, said Ammanath, of the Deloitte AI Institute.

"Creative or unusual resumes" should be avoided, as "images, artwork and unusual fonts typically do not work well with AI models," Ammanath added. "When it comes to resume formats, candidates should use standard resume templates and common fonts."

But Ridhi Shetty, a policy counsel at the Center for Democracy & Technology in Washington, D.C., said that "at the end of the day, having workers try and think of ways to circumvent these tools really just puts the onus on workers to avoid being discriminated against, rather than doubling down on employers and vendors, who should be more accountable for their practices."

#AI Biases #Artificial Intelligence #Could AI bias cost you a job? NJ lawmaker wants more scrutiny of hiring software

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