Rank jobs against a profile with AI fit scores — example

Created by

Nomad.Devs

Actor

AI Job Fit Scorer: Rank Jobs Against Your Resume

Searches public job sources, then scores each posting against an example candidate profile with a 0-100 fit score, evidence and skill gaps.

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AI Job Fit Scorer: Rank Jobs Against Your Resumenomad-agent/ai-job-fit-scorer

Fit score (0–100)

Delivery score (0–5)

Recommendation

Status

+22 fields

Input

Run mode:search

Search configuration

Sources:linkedin

Search terms:software engineer

Posted within (days):14

Maximum fetched per source:3

Source concurrency:1

Per-source timeout (seconds):120

Source dataset ID:a1B2c3D4e5F6g7H8I

Exact source Actor run ID:a1B2c3D4e5F6g7H8I

Expected upstream build (optional):0.1.12

Maximum jobs:3

Structured candidate profile

Primary role:Software Engineer

Target role terms:Software Engineer+1

Evidenced skills:Python+1

Additional evidence:Illustrative example candidate only. Replace every candidate field with your own evidence before using results.

Result mode:shortlist

Minimum delivery score:2

Static screen rank floor:30

Maximum AI verdicts (optional):3

Send recoverable holds to AI:false

AI concurrency:1

Output fields

Fit score (0–100)

Delivery score (0–5)

Recommendation

Status

Job

Company

Location

Blocking gates

Why it fits

Gaps

Posting

Schema version

Stable match key

Content-addressed evaluation key

Stable job key

Candidate profile hash

Exact candidate snapshot hash

Evaluation time

Source

External id

Posted at

Score adjusted for gates

Gates

Static decision

Scoring

Job

How it works

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The AI Job Fit Scorer: Rank Jobs Against Your Resume Actor is ready to run with the inputs already set for "Rank jobs against a profile with AI fit scores — example". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Rank jobs against a profile with AI fit scores — example" task

The AI Job Fit Scorer: Rank Jobs Against Your Resume Actor will start running based on the input automatically. You can also change all the input fields, like run mode, search configuration, and more, to match your specific use case.

Receive the "Rank jobs against a profile with AI fit scores — example" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as fit score (0–100), delivery score (0–5), recommendation, and more.