Resume ATS keyword matching

Extract required keywords from resume and match against job description for fit scoring.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.22

Key facts

Vertical
Staffing & recruiting
Function
Ops & HR
Status
Seen in the wild
Volume
routine
Value
meaningful
Risk
moderate
Evidence
described plan
Flags
check-fit

Source: https://arahi.ai/ai-agent/recruitment/resume-screening

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Resume ATS keyword matching”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

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