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Resume vs Job Description Match Score

Scores a sample job against a sample candidate profile: a 0–100 fit score, a 0–5 delivery score after hard-requirement checks, evidence and skill gaps. Replace both with your own.

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AI Job Fit Scorer: Rank Jobs Against Your Resume
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
Text
Number
Boolean
List
Object

Input

Run mode:score-jobs
Search configuration
Sources:linkedin+9
Search terms:software engineer
City / province / location:Madrid
Country codes (Welcome to the Jungle)
Fully remote only:false
Posted within (days):7
Maximum fetched per source:3
Source concurrency:3
Per-source timeout (seconds):120
Normalized jobs (inline)
schemaVersion:nomad-agent-job-v1
identity
data
custom
llm
raw
Source dataset ID:a1B2c3D4e5F6g7H8I
Exact source Actor run ID:a1B2c3D4e5F6g7H8I
Expected upstream build (optional):0.1.12
Maximum jobs:1
Structured candidate profile
Primary role:Frontend Developer
Target role terms:Frontend Developer+1
Evidenced skills:React+5
Target seniority:mid
Years of experience:4
Workable languages:[1 item]
Language inventory is complete:false
Accepted work arrangements:hybrid
Remote locations
Hybrid locations:Berlin, Germany
On-site locations
Work arrangement inventory is complete:false
Contract inventory is complete:false
Additional evidence:Illustrative example candidate: front-end developer with four years of experience building React and TypeScript web applications.
Result mode:audit
Minimum delivery score:2
Static screen rank floor:30
Maximum AI verdicts (optional):1
Send recoverable holds to AI:true
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

Sign up on Apify or log in

The AI Job Fit Scorer: Rank Jobs Against Your Resume Actor is ready to run with the inputs already set for "Resume vs Job Description Match Score". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Resume vs Job Description Match Score" 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 "Resume vs Job Description Match Score" 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.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Resume vs Job Description Match Score" task via API.

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