Key Takeaways
- AI each eradicated and enabled Mark Quinn’s profession: It made his startup job redundant, then later acted as his profession coach.
- Quinn created a customized profession buddy AI that assessed roles and wrote outreach for him.
- The profession buddy refined his resume, rehearsed interviews and tailor-made follow-ups with out embellishing his experiences.
At first, AI was a scapegoat. It was the rationale Mark Quinn was laid off from his function as vp of operations and accountable AI at DeepScribe, a Silicon Valley startup targeted on automating medical documentation for docs.
When Quinn joined DeepScribe after a four-year stint at Waymo, his aim was to construct and run a 3,000-person supervisory group for the startup’s AI. His crew would watch, prepare and assist accumulate information to construct AI, overseeing a system that listened to doctor-patient conversations and transformed them into medical information.
He signed on in October 2022. Within months, the bottom shifted. ChatGPT got here out in November 2022, and by March 2023, GPT-4 marked a significant leap ahead in computing.

That leap was devastating to the operation he was employed to scale.
“It took us about a month to realize that it essentially made the operation I was building out almost moot, almost completely redundant,” Quinn says in a brand new interview with Entrepreneur.
Quinn tried to pivot inside the corporate, however the writing was on the wall. He was laid off in early 2024; he says he and the corporate “mutually agreed” it was time to half methods.
The layoff wasn’t an summary “AI disruption.” It was private; it was his group, his profession, his identification as an operations chief. “From there, it was an epiphanic existential wake-up call,” he says.
From scapegoat to profession coach
The most placing chapter in Quinn’s story is how AI not solely displaced him, but additionally later satisfied him that he was the best candidate for a job he nearly ignored.
Shortly after he left DeepScribe, he constructed a profession buddy AI agent, a customized agent he seeded with a number of books and sources he trusted. He fed it his detailed profession profile, his LinkedIn and his resume. The consequence was an always-on profession coach.
“I could search for jobs. I could give any job to it, [and] it would help me assess my candidacy. It helped me prepare,” he explains.
That agent modified the course of his profession when he stumbled throughout a posting for a task as senior director of AI operations at Pearl, a market connecting particular person shoppers with consultants.
“I originally passed on it,” he admits. “Because on paper it didn’t look anything like my previous roles or what my experience would normally qualify me for.”
Revisiting the function
Weeks later, Pearl reposted the function with a distinct title. This time, curiosity received.
“I figured, well, they don’t know what it is,” Quinn says. “Maybe I don’t know what it is. And so I gave it to my career buddy GPT, and it came back, and this is no embellishment. It came back and said, ‘Hey Mark, I bet you think that you are not qualified for this role, but let me tell you why you could very well be the perfect candidate.’”
The agent then did one thing many people wrestle to do for themselves: It reframed his expertise.
“It kind of broke down my experience and applied it in a way that I hadn’t really thought of before,” Quinn says. He adopted its lead. “I thought, Fine, sure, write me a note to the CEO. So it did, and I sent it, and that kind of opened up the doors to the conversation.”
AI had as soon as rendered his group “almost completely redundant.” Now it was writing the chilly outreach that received him within the door on the subsequent alternative.
Using AI within the hiring course of
It didn’t cease there. Quinn says he used AI to refine his resume, rehearse interviews and tailor his story to completely different hiring managers. He requested it to offer him suggestions on his solutions, level out holes and gaps in his expertise and assist him inform his story in the simplest option to nonetheless present up as a very good candidate.
He wouldn’t fabricate his experiences. “I never tried to embellish or over-rotate with my own experience or standing,” he says. Instead, he handled the expertise as a sparring accomplice, utilizing it as a option to “pregame” the interactions and assume via what may come up and the way he may reply.
He additionally put the follow-through on autopilot: “I used it for writing cover letters, tailoring every resume and sending follow-up notes, pretty much everything,” he says.
As a results of these efforts, Quinn received the job at Pearl. His present work displays a extra mature, nuanced strategy to AI. At Pearl, he leads the corporate’s first AI operations crew and created the enterprise mannequin for a way the enterprise adopts AI.
Quinn says corporations face a fork within the street. They can both use AI to scale back expense, or they will use AI to maneuver sooner and do extra,” he says. His litmus check for employers is: Are you “using AI to cut or to grow and unlock capability and innovation that you couldn’t otherwise?”
At Pearl, he discovered that management “was in that latter camp of using AI to grow.” Internally, the mantra is “AI plus human,” not AI as an alternative of human. “It’s what the two imperfect things can unlock together, often enabling more capability than either could achieve on its own,” he says.
Reflecting on AI disruption
Quinn is evident that if he had stayed in his earlier function, at an organization that’s taking it “slow and steady and very cautious with any new technology,” he would have possible confronted disruption anyway.
“I have a feeling that if I had stayed on the path I was on, I would have been caught off guard,” he says. “I may not have been kind of shaken awake the way that I was.”
Now, even when he ever goes again to a “typical” operations function, he insists he’ll by no means run it the previous method. “I would never pursue it the same way that I would have without going through the experience I did,” he says. He would incorporate AI into his job early on.
Coaching others via the identical shock
As somebody who was laid off “by AI” after which rehired with AI’s assist, Quinn has grow to be a casual coach to professionals getting the identical electronic mail he as soon as did: AI is impacting your function.
Thousands of individuals have gotten that electronic mail. This 12 months alone, fintech firm Block laid off 40% of its workforce, or about 4,000 workers, whereas Meta lower 8,000 jobs and informed workers that AI brokers would “primarily do the work.”
Quinn’s first message to impacted employees is emotional. “First is don’t despair,” he says. “No matter how much AI shows up in the world, it’s truly still mostly populated by people, and you’re not alone.”
He even turned to AI itself for perspective throughout his personal low factors. “I had a chat with AI about it too. And it reminded me, ‘Mark, it’s not as bad as you think.’”
His second message is pragmatic: “If you hadn’t already, lean into AI. Go learn all those things that I’ve talked about so far,” he says. “Understand the basics for your job and beyond. Know what the tools are.”
In interviews, he advises candidates to grasp “how AI is now a part of the way you think and operate,” as a result of “the kid who knows how to do the job with AI is 10 times more valuable and capable than the one who doesn’t.”
Finally, he recommends doing what he did: Use AI to construct a plan out of the disruption. “There are tools available,” he says. “You can have a professional job coach or maybe a therapist to guide you in this moment for $20 a month. So get your ChatGPT Plus subscription and use it.”
The expertise that when automated Quinn’s job is now the identical factor he makes use of to future-proof his profession. What began because the expertise that took his job grew to become the instrument package he used to construct his subsequent one.
Key Takeaways
- AI each eradicated and enabled Mark Quinn’s profession: It made his startup job redundant, then later acted as his profession coach.
- Quinn created a customized profession buddy AI that assessed roles and wrote outreach for him.
- The profession buddy refined his resume, rehearsed interviews and tailor-made follow-ups with out embellishing his experiences.
At first, AI was a scapegoat. It was the rationale Mark Quinn was laid off from his function as vp of operations and accountable AI at DeepScribe, a Silicon Valley startup targeted on automating medical documentation for docs.
When Quinn joined DeepScribe after a four-year stint at Waymo, his aim was to construct and run a 3,000-person supervisory group for the startup’s AI. His crew would watch, prepare and assist accumulate information to construct AI, overseeing a system that listened to doctor-patient conversations and transformed them into medical information.
He signed on in October 2022. Within months, the bottom shifted. ChatGPT got here out in November 2022, and by March 2023, GPT-4 marked a significant leap ahead in computing.
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