Landing a Job in the Age of AI

Drew got three offers in six weeks. Here’s how:

Drew Quinlan landed three job offers in six weeks. He was sitting in nine active interview cycles at the same time. None of them came from his network. All three offers came from companies he had no prior relationship with, in an industry he had never worked in. He took one of them, and he is now leading partnerships at a company he loves.

If you are job hunting right now, or you have watched a friend grind through the modern recruiting funnel, those numbers might sound made up. They are not. We pulled Drew into a session, asked him to walk us through exactly what he did, and he showed us.

What we’re up against

Drew is a senior partnerships leader. He built his career the way most of us did at this level. Relationships, referrals, the next role finding him through a person who had already seen him deliver. That model worked beautifully for a long time.

Then the market changed underneath him. Under all of us… 

Senior partnership roles are crowded now. Frankly all roles are crowded. There are layoffs everywhere, hundreds and sometimes thousands of applicants per opening, and the higher up you go, the fewer the roles. Networks still matter, but they cap what you can see. If you only chase the openings your network surfaces, you miss a huge portion of the roles that might actually be a better fit for where you are in your career today.

Drew decided to expand his aperture. He decided to apply cold. And he decided to partner with AI not to game the funnel, but to walk into it as the strongest version of himself.

The first thing the AI did was give Drew his career back

If you have been working for fifteen, twenty, twenty-five years, you have accomplished a tremendous amount. And most of it has fallen off your resume, off your LinkedIn, and frankly out of your own memory. The earlier stuff condenses, the bullet points shrink, the wins blur together. By the time you sit down to update your resume, the career you’ve spent years fighting for and building fits on a single page.

Drew found every resume he had ever written, all the way back to the start of his career, and fed all of them into a single AI master knowledge document. Then he sat with the model and let it interview him. Where are the gaps? What were the wins? What did you actually do in that role? Tell me about that project? Tell me about that team? 

The huge consumption agreement he negotiated. The teams he led, the retention rates he improved, the partnerships he stood up from zero. The capstone moments he had stopped including because they felt like a long time ago. Drew told us he read the output and said, "Damn, I actually did that."

The version of you that walks into an interview after you have re-read your own greatest hits is a completely different person from the one who has been auto-rejected six times this week.

How he ran the actual process

Drew is generous, that he shared his whole process. So we want you to be able to copy this directly.

He built a master prompt that knew him. Every resume he had ever written, every signature win, every star story (situation, task, action, result), his preferences on tone, and hard constraints against inflating his background or making things up. Then for every role he applied to, he fed in the job description plus the company's website, and the model produced a deeply personalized resume, cover letter, and interview prep document.

He reviewed every output by hand. Five to ten extra minutes per application. He never let a draft go out that he had not read and signed off on.

He used a free tool called FlowCV to turn the resume into a clean, ATS-friendly document.

He applied cold to roles in industries he had never been in. Insurance. Corporate banking. Disruptive tech in spaces with completely different go-to-market motions. And his partnership skills turned out to be far more transferable than he had originally thought.

Within six weeks, he had three offers on the table. He used the confidence of having multiple cycles in flight to negotiate the offer he eventually took. The job he accepted had been open for nine months because they could not find the right person. Drew was able to use this to make this a win win for him and his new company. 

What AI did not do for Drew

AI did not get him the offers. His track record did. His execution stories did. The way he showed up in the room did.

AI did not replace his judgment. He reviewed every word. He pushed back when the model tried to make him sound better than he was or filled in gaps on its own. He kept the line clear between marketing himself well and pretending to be someone he was not.

And AI did not take over his life. This is my favorite part of Drew's story. Drew is working roughly five hours a day now and accomplishing more than ever before in career. He walks the dogs. He gets his kids ready for soccer practice.

He is more present, more effective, and more useful than he has ever been at any point in his career.

AI is making all of more capable than ever before. But most of us don’t have a boundary of when enough is a enough. AI exists so that we can do more - which also includes live our lives outside of a screen. Don’t forget that part. 

If you are in the middle of it right now

You already know how dehumanizing the job search can feel. You write the cover letter, you upload the resume, the auto-reject email lands in your inbox before you have finished your coffee. You start to wonder if anyone actually looked. And to be honest, they probably didnt. You start to wonder if you actually have anything to offer. After enough of those mornings, you start to forget.

And that is the real problem. 

You have value to add. To your next organization, to your next role, to the community you are already part of, to your family and friends.

The version of AI that is worth your time is the one that helps you remember.

Drew is proof this is possible. So are the Arcadians he talked through after his own search, who have since taken their own approach and are interviewing again with completely different confidence. The pattern is repeatable and it works.

What we have for you

Drew left us his full session, the prompts he started from, and an example of the kind of resume the process produces. They are all on the site. Use them as a starting point. Try it out. Build your own master prompt. Improve on his.

If you are not job hunting right now, set up the monthly habit Drew shared. Once a month, point your AI of choice at your calendar, your email, your Slack, your CRM, and ask it to pull your three biggest accomplishments from the last thirty days. Drop them into a running doc. When you decide to switch roles in a year or two, you will hand that doc to your master prompt and skip the part where you have to remember your own career under pressure.

If you are job hunting, do not let the tool do your thinking for you. Let it pull your thinking out of you. There is a difference.

If you are hiring, remember that on the other side of every application is a person who is probably tired, probably second-guessing themselves, and probably more capable than the algorithm is letting you see. Read the second page.

Thank you Drew for sharing with the Constellation and being so generous with your methods. So many people have benefited from hearing this. 

Watch Drew's full session, grab the prompts, and see the example resume on the site.

Be Great. Be Arcadia.