HackerRank's Open-Source ATS Gave My Resume a Different Score Every Time — Here's Why
By
Dan Kinsky
Summary
The article investigates HackerRank's open-source ATS (Applicant Tracking System) tool, finding that it produces inconsistent scores for the same resume across multiple runs. The author ran the same resume through the system 100 times and received different scores each time, ranging from 74 to 90 out of 100. The inconsistency is attributed to the tool's reliance on an LLM (language model) that introduces randomness, as well as potential issues with the scoring algorithm. The piece critiques the growing reliance on automated resume screening systems in hiring and questions their reliability and fairness.
Source
Hacker NewsHackerRank's Open-Source ATS Gave My Resume a Different Score Every Time — Here's Whydanunparsed.comKey quotes
· 3 pulledFirst working run: 90/100. Felt pretty good!
Same resume. Same command. The only thing I changed was deleting print statements.
I disabled DEVELOPMENT_MODE and put it in a loop to run a hundred times.
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