What HireKey evaluates
HireKey compares the requirements in a job description with the experience documented by the candidate. The purpose is not to reproduce an employer's private hiring process or predict a recruiter's decision with certainty. It is to help candidates understand where their application appears strong, where the evidence is unclear, and where a genuine qualification gap may exist. This reflects the evidence-first way described in our guide to how recruiters review resumes.
Role relevance
How relevant the candidate's experience is to the role.
Seniority and scope
Whether the experience appears suited to the level of the role.
Evidence of impact
Whether the resume makes the candidate's contributions clear.
Qualification gaps
Where the candidate may need more experience or clearer context.
Recruiter readiness
Whether the candidate's relevant experience is easy to understand.
Candidates who want a practical first check can use HireKey's free recruiter resume review to evaluate how clearly their resume communicates evidence, scope, and impact.
Two distinct measures: Job alignment and Resume effectiveness
HireKey separates the fit between your documented experience and a specific role from how clearly your resume presents that experience. This helps you see whether a gap calls for clearer evidence, a different target role, or experience you have not yet gained.
Job alignment
Considers how your documented experience relates to the job's requirements. Wording cannot replace experience you have not gained.
Resume effectiveness
Considers how clearly your resume presents relevant, supported experience. Better wording can make real experience easier to recognize.
These are separate, directional assessments. A clear resume can still be a poor fit for a particular job, and a qualified candidate may need to present their experience more effectively. Neither score is an employer's screening result or a prediction of an interview. This is why a high ATS score can still produce no interviews: keyword alignment is not the same as recruiter-ready evidence.
Gap Honesty: not every gap means the same thing
HireKey groups qualification gaps by how materially they may affect the application. These categories are directional guidance, not a prediction of what every employer will decide. Candidates deciding whether a gap should change their application strategy can use the separate should-I-apply framework; this page explains how HireKey evaluates the evidence itself.
A significant gap that deserves attention before applying.
A gap that may benefit from clearer context.
A smaller gap to consider in context.
A communication problem can often be improved. An experience gap cannot be solved through rewriting, and HireKey should not pretend otherwise.
Improving without inventing
HireKey aims to clarify and strengthen the experience you provide without inventing qualifications or outcomes. Review suggestions against your real background and provide missing context yourself. The same evidence standard applies when turning real experience into interview examples, as explained in our guide to using AI for interview preparation.
What HireKey cannot guarantee
Employer processes differ by company, role, applicant pool, recruiter, hiring manager, and technology configuration. HireKey therefore does not claim to reproduce every employer's evaluation or guarantee a particular outcome.
HireKey does not know an employer's complete internal screening criteria, issue a score on the employer's behalf, guarantee ATS parsing, predict interviews or offers, or turn an unsupported qualification into a real one. Its guidance depends on the resume, job description, and additional context supplied by the candidate.
Nela Davis is a former tech recruiter with 10 years of recruiting experience, including experience evaluating candidates for roles at Microsoft, Amazon, and Stripe. She developed HireKey's recruiter-informed approach from her experience evaluating candidates.
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