Job match score

Job match score for every role you consider

Openskill gives every job an AI-powered match score based on your profile and resume, so you can find the best jobs among millions of openings. Each score comes with the details behind it: the requirements you meet, the gaps worth preparing, and how the role fits your level and location.

How does a job match score work?

Openskill reads the requirements in a job posting and compares each one with your profile and resume. It gives the job a match score with a Strong match or Good match label, and shows which requirements you meet, partly meet, or miss.

  1. Add your target roles and resume to your Openskill profile.
  2. Open any job to see your match score and the requirements behind it.
  3. Practice the likely interview focus for that role with a single click.

The short answer

What is a job match score?

A job match score is an estimate of how well your experience fits a specific job. On Openskill, the score comes from the requirements in the posting and the background in your profile and resume, and it is shown with a plain label and a requirement-by-requirement breakdown so you can see why a job scored the way it did.

Openskill feedback report after a job match score session, showing scored competencies and next practice steps
A real Openskill report turns a completed voice interview into scored feedback and concrete next steps.

Practice with context

A score you can act on.

Use the score to decide where to spend your time. Sort jobs by best match, open the strongest ones first, and prepare for the gaps before you apply.

Requirements you meet

Match details list the requirements from the posting in order and mark each one as met, partly met, or missing, based on your profile and resume.

Gaps worth preparing

The requirements you only partly meet become a short list of gaps, so you know what to strengthen in your resume and what to prepare an answer for.

Fit beyond skills

See whether the level and years of experience fit you, whether the role is remote, hybrid, or on-site, and whether visa sponsorship looks likely.

An example insight

Every requirement, checked against your background.

Requirement: experience running experiments on a consumer product. Partly met.

This is how a single requirement from a posting appears in your match details.

What to cover

Your resume mentions one launch test but no ongoing experiment program. Prepare an example that shows how you designed a test, chose the metric, and acted on the result.

  1. Tell Openskill what you want

    Choose your target roles and job preferences, and add your resume to your profile.

  2. Find your best matches

    Search millions of jobs and sort by best match, or start from Jobs for you.

  3. Prepare for the gaps

    Open a job, review the match details, and practice the likely interview with one click.

Inside the match details

What your match details show

  • A match score with a Strong match or Good match label.
  • Each requirement from the posting, marked as met, partly met, or missing.
  • Gaps worth preparing before you apply or interview.
  • The lines from your own resume to lead with for this role.
  • How the level, experience, remote setup, and visa sponsorship fit you.
  • The topics the interview is likely to focus on, ready to practice.

Use it deliberately

Who the match score helps most

  • Choosing which jobs to apply to first
  • Seeing the gaps a hiring manager is likely to notice
  • Tailoring your resume and your answers to one role

Questions

Questions about the job match score.

What does the job match score use?

The score uses the requirements in the job posting and the information in your Openskill profile and resume, such as your target roles, experience, and skills.

Does a high match score guarantee an interview?

No. The score shows how well your background fits the written requirements. Employers decide who to interview, so use the score to prioritise and prepare.

How do I improve my match for a job?

Update your profile and resume with experience that the posting asks for, and use the gaps in your match details to decide what to prepare before you apply.

Can I sort jobs by match?

Yes. When your profile has target roles, you can sort search results by Best match or Most recent.

What happens after a mock interview?

Sessions longer than three minutes receive a scored feedback report. It includes strengths, areas to improve, communication signals, a recording with chapter markers, and question-by-question feedback when the format uses questions and answers.

Can I practice for a role from a job description?

Yes. Paste a job description, a job posting URL, or a plain-language description into Openskill. You can review the generated interview before you begin, and custom interviews stay in your library for another attempt.

Independent guidance

Preparation resources from career educators.

Use these external guides alongside voice practice when you want another perspective on interview preparation.