Job Description → AI Skills Assessment → ATS Integration

advanced30 minPublished May 2, 2026
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Automatically scan job descriptions for AI and robotics roles, create custom technical assessments, and integrate with your hiring pipeline.

Workflow Steps

1

Greenhouse (or similar ATS)

Trigger on new job posting

Set up a webhook or API integration that triggers when a new job description is posted for AI, robotics, or machine learning roles. Configure filters for specific departments or role types.

2

GPT-4 (OpenAI API)

Analyze required skills

Parse the job description to extract technical requirements, experience levels, and key competencies. Generate a structured skills assessment including coding challenges, system design questions, and scenario-based problems relevant to AI/robotics work.

3

Typeform

Create custom assessment

Automatically generate a Typeform assessment with the AI-generated questions, including multiple choice technical questions, coding exercises, and open-ended scenarios. Set up proper scoring and evaluation criteria.

4

Greenhouse

Link assessment to pipeline

Add the Typeform assessment link to the job posting and configure it as a required step in the interview process. Set up automatic candidate scoring and results integration back into the candidate profile.

Workflow Flow

Step 1

Greenhouse (or similar ATS)

Trigger on new job posting

Step 2

GPT-4 (OpenAI API)

Analyze required skills

Step 3

Typeform

Create custom assessment

Step 4

Greenhouse

Link assessment to pipeline

Why This Works

Ensures technical assessments are perfectly aligned with job requirements while saving significant time on assessment creation, leading to better candidate evaluation and faster hiring decisions.

Best For

HR teams and technical recruiters hiring for AI/robotics positions

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