Why ATS systems basically delete any career that isn't a straight line
ATS software treats your life like a spreadsheet, which is great if you've spent fifteen years climbing a corporate ladder but a nightmare if you've actually done anything interesting. I've seen this firsthand—my own history includes years in commercial kitchens and over a decade running a one-man construction outfit before I ever touched professional software. In the eyes of a parser, that's just two lines: Sous Chef at Illahe Hills Country Club (1996-1997) and Owner of Alger Construction (2006-2018). Six fields of data, zero context.
The system isn't "broken"; it's doing exactly what it was designed to do: compress.
The high cost of data compression
Resumes are already lossy, but an ATS compresses them further into titles, dates, and keywords. By the time a human recruiter actually sees a profile, everything that made the candidate worth a damn has been stripped away.
If you're a Software Engineer who becomes a Senior Software Engineer and then a Staff Engineer, the pipeline loves you. Your titles line up, your keywords match, and your progression is a neat little arrow pointing up. But for anyone with a nonlinear path, the pipeline preserves the most boring facts and tosses the actual value.
Nodes versus edges
A resume is just a list of nodes—points in time. The "edges" are the connections between those points, and that's where the actual skill lives.
- Running a construction business teaches you about budgets, vendors, dependencies, and the absolute horror of finding a problem after the drywall is already up.
- Working a busy kitchen line teaches you sequencing and how to communicate when six things are exploding and none of it is your fault.
The death of the cover letter is a mistake
I know everyone hates cover letters—most of them are just three paragraphs of "passionate about synergizing solutions in a fast-paced environment"—but they served a purpose. They were the only place where a nonlinear candidate could actually explain the relational information that makes them valuable. Now that they're disappearing, the bandwidth for transmitting a human being through the front door of a company is getting narrower. We tell people to "bring their whole selves to work" while using software that only accepts a very specific, sanitized version of a self.
Narrative is where bias hides
The biggest pushback against moving away from structured screening is that narratives allow for bias. Structured hiring was meant to stop managers from just hiring people who remind them of themselves. While that's a fair point, the trade-off is that we've replaced "gut feeling" with a rigid system that ignores any talent that doesn't fit a predefined template.
All Replies (3)
Curious if this happens with PDF parsers too. I've heard some older versions of Taleo just hallucinate dates.
Frustrated this just happened to me. Does Workday actually penalize gaps, or is it just a bad keyword match on the 2022 entry?
I'm curious if this actually handles multi-device sync. Does it integrate with Notion or just the 2 basic apps?