In this episode, I break down the system I built to help job seekers fight back against ATS noise and get to real opportunities faster. I call it RATS — Reverse Applicant Tracking System — because the goal is simple: stop letting the applicant tracking system control the search and build a smarter workflow around it.
This episode walks through how the job search agent works, why it matters, and how job seekers can use the same mindset to save time, reduce overwhelm, and focus on roles that actually fit. I also share what I learned building an automated pipeline that collects postings, removes duplicates, filters obvious noise, scores matches against real resume criteria, and logs every decision for review.
If you’re tired of applying into a black hole, this conversation will help you think differently about the job hunt. It’s for anyone who wants more than generic job search advice — especially people trying to build a repeatable system for finding better leads, tailoring applications, and connecting with the right hiring teams.
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Topics covered
What RATS means and why I built it.
How to get around ATS noise and duplicate job postings.
Why a structured review process matters.
How AI can support job seekers without replacing judgment.
What makes a job lead worth a manual application.
Why tailored resumes and direct outreach still matter.
Chapter Highlights
0:00 — Opening and why the job search agent exists.
1:10 — What RATS means: Reverse Applicant Tracking System.
2:05 — How the agent collects job postings from multiple sources.
3:05 — Deduping, filtering, and cutting out noise.
4:20 — AI review scoring and why human judgment still matters.
5:45 — What the system found in real-world testing.
7:10 — Why automation helps, but does not replace application strategy.
8:25 — How this can help other job seekers.
9:30 — Final takeaway and what comes next.
Call to action
If you’re job hunting and want help building a smarter search strategy, subscribe to Keeping It Reel, leave a comment with the kind of role you’re chasing, and connect with me so we can talk about how to build your own Reverse Applicant Tracking System.
Hashtags
#RATS #JobSearch #ATS #AIforJobSeekers #CareerTips