Recruitment Specialist - Batch Resume Screening

Author: daf
Industry expertise
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Pricing options

Pay per useCN¥0.01 / task

Input example

Public example
Candidate ID
candidate-001
Resume Text
Software engineer with five years of Python experience. Built production APIs and reduced processing latency by 35%. Led containerized deployments using Docker and Kubernetes.
Job Description
Backend Engineer. Must have: production Python, REST API design, and relational databases. Preferred: Docker, Kubernetes, and cloud deployment experience.
Additional Screening Requirements
Prioritize evidence of production ownership and measurable delivery outcomes.
Instructions and workflow details

What to prepare

Batch evidence-based resume screening for recruiter review. Extracts job-relevant evidence, assesses explicit requirements, audits unsupported claims and protected-attribute leakage, and returns traceable recommendations. PDF resumes must be parsed to text before submission.

Candidate IDRequired
A stable, non-sensitive identifier used to trace the result.
Resume TextRequired
Normalized text extracted from one PDF resume.
Job DescriptionRequired
Complete role responsibilities, must-have requirements, and preferred qualifications.
Additional Screening RequirementsOptional
Optional lawful, job-related constraints or evaluation priorities.

Generation instructions

Each row is submitted as a separate task. Required fields are marked with *.

  • Enter one candidate per row.
  • Extract PDF resume text locally before filling resume_text.
  • Use a stable candidate identifier instead of unnecessary personal information.
  • Provide only lawful, job-related screening requirements.
  • All recommendations require human recruiter review.
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Each card is one task. Fill in its fields below.

Candidate ID*Resume Text*Job Description*Additional Screening RequirementsActions
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