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Extracts skills and tools from the job description and checks how many match your resume.
Converts your resume and the job posting into embeddings, then measures meaning-based closeness — catches synonyms and context.
Extracts seniority signals from both sides — years of experience, scope, leadership mentions — and matches them.
"Required" skills weigh more than "nice-to-have." Normalizes everything to a clean 0–100 score.
Yes. Jobnest AI is a free AI job matching tool that scores your fit for every job on live job listings., no limits on viewing match scores.
Modern AI job matching is 85-90% accurate when trained on detailed resume data and complete job descriptions. Accuracy comes from combining four signals: keyword overlap, semantic similarity, seniority alignment, and weighted skill scoring.
A score of 80+ is a strong fit, apply immediately. 60-79 is worth applying to with a tailored resume. Below 60, skip unless you have specific context.
The AI compares your resume to each job description using four signals: keyword overlap, semantic similarity from language model embeddings, seniority alignment, and weighted skill scoring. The output is a score from 0 to 100.
Jobnest AI lets you preview some match scores before creating an account. Full access to scores on all jobs requires a free account.
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