Clara AI's job parsing feature takes a job description as pasted text or a URL, extracts the role's requirements, skills, and competences, and generates a complete AI phone interview.

Questions are mapped to each criterion and classified by whether each is mandatory or optional for the role.

Most hiring teams build interview scripts manually.

InstantFor a team managing ten open roles at once, that process consumes hours every week that could go towards actually evaluating candidates.

How Clara AI turns a job description into a working interview

The process works in four steps:

1. Provide the job description - Paste the text directly or enter a URL. Clara AI reads the full content and identifies the role's specific criteria

2. Review the extracted criteria - Clara AI surfaces each requirement, skill, and competence it has identified and asks you to confirm whether each is mandatory or optional

3. Confirm and generate - Based on your classification, Clara AI generates a complete interview script. Mandatory criteria receive up to three probing questions each; skills criteria receive one focused question

4. Go live - The interview is ready to run, and the role publishes to candidate-facing channels at the same time

Why role-specific interviews produce better candidate data

A generic template for "warehouse operative" might hit the main skill categories, but it won't ask about the specific forklift licence a particular client requires, or the exact shift patterns the role demands.

Clara AI builds the interview from the actual job description, not a shared template. A recruiter placing warehouse operatives for Nexo Logistics gets different questions to one placing operatives at a cold-chain facility, because the JDs are different.

When different team members set up interviews manually, the same role can have different coverage depending on who builds it. Parsing from the JD standardises that process across every vacancy, regardless of who opens the role.

What recruiters get back when setup takes seconds instead of 45 minutes

Building an interview from scratch requires real expertise: knowing which skills to probe, how to weight mandatory requirements against nice-to-haves, and how to phrase questions that surface useful evidence.

Clara AI handles that work.

The recruiter's job shifts from building to reviewing, confirming which criteria matter most and going live.

For teams opening multiple roles simultaneously, the compounding effect is significant. The difference is between managing six open roles well and being stretched across them poorly.

Each question is mapped to a criterion, and coverage reflects the weight of that criterion in the role. Mandatory requirements get more questions than optional ones, and the structure is consistent across every vacancy.

From role approved to first candidates evaluated, same day

Once the interview is live, Clara AI starts evaluating candidates immediately.

Roles publish directly to candidate-facing channels (ATS, WhatsApp, job boards) at the point of creation, so there is no lag between opening a role and being able to start interviewing applicants.

For teams operating in competitive talent markets, that gap matters.

The recruiters who move quickly on strong candidates win them.

Sign up to Clara AI today and get 10 free interviews