Resume screening for job applications

Score resumes and route to hiring managers, rank by fit for role

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.4.37

Key facts

Vertical
Cross-industry
Function
Ops & HR
Status
Seen in the wild
Volume
routine
Value
meaningful
Risk
high
Evidence
described plan
Flags
human-review

Source: https://www.skool.com/ai-automation-society/built-an-ai-support-ticket-triage-system-that-reads-classifies-and-routes-every-customer-email-automatically-zero-manual-sorting

Build this with a classifier

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

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “Resume screening for job applications”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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