Compare resumes with the requirements of a specific role

What a match score represents

A resume match score summarizes alignment between two pieces of text: the job description and the resume. In Resumely, it sits alongside a fit label, a written assessment, and lists of matched and missing skills so a recruiter has more context than a number alone.

The score is specific to the job description used at that moment. Changing the role requirements can change the result, and the same candidate may reasonably score differently for a different role.

Why matching can be wrong

A resume is an incomplete account of a person's work. Important experience may be implied, described with different vocabulary, or missing because of formatting and extraction problems. A job description can also contain ambiguous, duplicated, or unrealistic requirements.

• Check the original resume when a result is unexpected.
• Prefer clear, selectable-text PDFs for reliable extraction.
• Do not treat an absent keyword as proof that a person lacks a skill.
• Avoid using one score threshold as an automatic rejection rule.

How to get more useful comparisons

Write a focused job description with concrete responsibilities and distinguish required from preferred qualifications. Remove boilerplate that does not affect the work. When reviewing results, begin with the explanation and source evidence, then use the percentage as a quick navigation signal.

Teams should also agree on how to handle transferable experience, career gaps, nontraditional credentials, and accessibility needs before screening begins.

From match result to shortlist

Use a match result to decide where to investigate, not to end the investigation. Compare candidates against the role rather than against each other's background, record the reason for advancement, and give reviewers a way to override the model when the resume supports a different conclusion.