Job Hunting in the Age of AI
The hiring pipeline is AI now. Rankers read your resume, LinkedIn, and GitHub together, an AI may run your first screen, and whiteboards are back. Learn to run your job search as a Data and AI pipeline, from market data to signed offer.
Has helped 300+ engineers get jobs
Run Your Job Search Like a Data and AI Project
I teach my troops to run their job search like a Data and AI project. Volume is dead as a strategy. Applications per hire have tripled since 2021, and auto-apply bots put them there. Depth is the lever that’s left.
This workshop is built on 12 years of Vets Who Code placement data, 300+ graduates, and a curriculum mapped to 128 employer-validated Lightcast skills. I’ll show you the exact system: the data sources, the Brag Database, the resume scorer, the AI tools, and the AI Screen Simulator.
Three laws run the whole day. Measure everything. Never list what you can’t defend. Distribution beats talent. Every tool we use has a free tier. You’ll leave knowing how to build and run the system; running it is up to you.
What You Will Master
- Learn the “Four Users” (You, ATS, HR, Dev Team), what each one scores, and how to pass all four in sequence.
- Ground your search in real market data (Lightcast, O*NET, BLS, LinkedIn Insights) and pick your strongest path to getting employed.
- Build a Brag Database fed by a weekly Friday Setup that turns your merged PRs into resume accomplishments.
- Learn how ATS parses, matches, and scores you, then score your lane resume the same way.
- Use AI tools for grounded study: study guides, story tables, company briefs, and rubrics built from the job description.
- Turn your GitHub, portfolio web app, and LinkedIn into one consistent signal using specs, harnesses, evals, and the depth ladder.
- Learn how AI interviewers score transcripts, and how to defend every line on your resume through the final round.
- Track your funnel by channel, run postmortems on losses, and negotiate offers with a comparison matrix.
Prerequisites
- Able to build and deploy a web app in at least one stack.
- A GitHub account.
- Access to an AI assistant.
Who is this for?
You should be able to build and deploy a web app in at least one stack, and have a GitHub account and access to an AI assistant. Every tool in the workshop has a free tier.
Replay coming soon.
Run your job search as a Data and AI pipeline in one day.
The hiring pipeline is AI now. Rankers read your resume, LinkedIn, and GitHub together, an AI may run your first screen, and whiteboards are back. Learn to run your job search as a Data and AI pipeline, from market data to signed offer.
Warning: High intensity learning environment.
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