How to Use AI to Run a Faster, Smarter Job Search

A LinkedIn message changed my entire career. I was set to start as an auditor at EY in Seattle. Then a recruiter reached out, and four years later I am a Finance Program Manager at Google in Atlanta. I tell people that because it shows how much of a job search is volume, timing, and showing up in the right inbox. AI will not run your search for you, but it will let you run a far faster and smarter one. Think of it as an accelerator, not a replacement. It gets you 80 percent of the way, and you do the last 20 percent in your own voice.

That last point is the whole game. If you paste a job description into ChatGPT and send back whatever it gives you, you sound like every other applicant who did the same thing. If everyone uses ChatGPT without iterating, we all sound like ChatGPT. Recruiters can feel it, and it costs you. So here is exactly how I use AI across a search, and where you have to keep your hands on the wheel.

Tailor your resume without losing yourself

Start with strong bullets. Google recommends the XYZ format, and my version is: what you did (X), how you did it (Y), and the result (Z). So instead of helped students with math, you write tutored calculus for 45 students each week by breaking complex topics into simple steps, resulting in a 25 percent improvement in test scores.

AI is a great accelerator here, but only with a real prompt. Tell it to act as a professional resume writer, rewrite each bullet in the XYZ framework, start with a strong action verb, and include metrics. A lazy prompt like make these better produces what I call AI slop. I once watched a tool turn a simple wedding-planning bullet into this: orchestrated end-to-end, AI-enhanced wedding planning workflows by leveraging data-driven vendor optimization and predictive logistics frameworks, improving satisfaction by 100 percent. No human talks like that. The honest version is: organized 12 weddings by coordinating vendors, managing timelines, and overseeing logistics, ensuring positive experiences for 200 plus guests per event.

One AI-sounding bullet can undermine the credibility of your whole resume. That is not an exaggeration. Researchers at Berkeley describe authenticity through three pillars: credibility, transparency, and reputation, and a single artificial line defeats the credibility of everything around it.

Research the company and the people you will meet

This is where AI saves the most time. Before an interview, feed the model the actual job description plus the LinkedIn profiles of the people you will talk to. Download each interviewer's profile as a PDF and upload it. Now you can ask what this team likely cares about, what the role really demands, and where your background lines up. You walk in knowing the room instead of guessing at it.

• Combine the job description with real teammate profiles, not generic web summaries.
• Ask the model to surface the priorities and language the team actually uses.
• Use what you learn to choose which of your stories to tell.

Prep your interview answers with AI voice mode

To prep for my own Google interviews, I built a document listing every question I might get, each with a STAR answer: Situation, Task, Action, Result. Your actions should be the longest part, roughly 60 to 90 seconds, and you should quantify your impact instead of saying we improved performance. Use I, not we, so your individual contribution is clear.

AI voice mode turns building that document into minutes. I speak my answer out loud, the tool transcribes it and gives feedback, I refine it with an interview prompt, then paste it back into the document and iterate. If you know your interviewer, you can even ask the model to evaluate your answers from their perspective using their profile. The follow-up I always prepare for is what did you learn, so I build that into my results.

Scale your LinkedIn outreach

Most opportunities come from getting noticed beyond the application portal. I send 100 to 200 connection requests a week, with a message, because requests with a note get accepted far more often. On a basic account you get about 100 per week with a 200 character limit, and premium gives you more room at 300 characters.

You will get ignored most of the time, and that is normal. Out of 200 plus messages I sent early on, I was ghosted about 90 percent of the time. The other 10 percent turned into coffee chats with people at Amazon, Microsoft, PwC, and BDO, and those chats turned into interviews and offers. Finding 100 people and writing each a personal note used to take me hours. With AI it takes minutes.

• Filter LinkedIn for hiring managers, recruiters, and people in roles you want.
• Download a profile as a PDF and have AI draft a tailored note under the character limit.
• Iterate, then repeat. The goal is volume plus consistency.

Prompt well, and watch the AI footprints

Better prompts produce better drafts. I use the CO-STAR framework, which won Singapore's GPT-4 prompt engineering competition: give the model Context, your Objective, the Style, the Tone, the Audience, and the Response format. But no matter how good the prompt is, you must edit the output, because AI leaves fingerprints that quietly signal you did not write it yourself.

The clearest tell is the em-dash. Its use roughly tripled, from about 3 to 10 per 1,000 words, once these tools spread, and some researchers banned it from their tests because it had become such a reliable signal. I use commas and hyphens instead. I also cut the buzzwords models overuse, like delve, leverage, orchestrated, significant, critical, and foster, and the cliches like paradigm shift, harnessing the power, and seamless. If a line could describe anyone, it is not done.

One real warning

AI has also made job-search scams easier to run. If a recruiter pushes you to a strange app, asks for money or bank details, or sends a polished message that feels off, slow down. Verify the company and the person directly on LinkedIn before you share anything. Real opportunities do not require your account numbers up front.

The bottom line

Use AI to tailor, research, prep, and reach out at a speed you could never hit alone. Then do the last 20 percent yourself: the specific story, the real number, the message that sounds like you. Credibility, transparency, and reputation are what land the offer, and those still come from a person.

I teach all of this live and for free. To see these workflows step by step, schedule a session at summitresume.com/resources.

Want the complete roadmap? Read The Complete Guide to Breaking Into Big Tech Finance.