People come to RezScore with two related questions: “Which jobs fit my background?” and “How should I change my resume for this one?”
Job Matcher handles both. You can bring a posting and target your resume to it, or ask RezScore to find real openings that fit your experience first.
Two ways to start
There are two halves, and we want to be clear about which is which.
Bring a job posting. Paste the description and RezScore prepares targeted changes to your resume. You review the changes before applying them, and your original stays untouched. Your first targeted resume is free.
Let RezScore find the roles. RezScore reads the career signals already in your resume, searches current openings, and ranks the results. Choose one and you can create a version of your resume targeted to that role.
Searching for roles is included with Professional and Premium plans.
Three ways to use it
Free. Bring one job description and create your first targeted resume. This is the direct route when you already know which role you want.
Professional. Ask Jen to find openings that match your resume. The results appear in chat, where you can open the real posting and target your resume to it.
Premium. Use the job-search dashboard to refresh your matches, compare openings, and keep each targeted resume with its source posting.
Real openings come from Adzuna. Every result we show has a link to the source posting. If a listing has no real application link, it never becomes a match.
How the matching works
The search begins with facts already in your resume: your recent job title, professional headline, industry, location, skills, and years of experience. Those signals become a set of job searches, starting specific and widening when a narrow search returns nothing.
RezScore then ranks the returned openings using three things it can explain: keyword overlap, industry fit, and seniority fit. The ranking does not ask an AI model to invent a career path or make up a role. It compares the text of a real posting with the evidence in your resume.
That makes the result useful, not prophetic. A high match means the posting lines up with the experience your resume shows. It cannot know whether the company has an internal candidate, how a recruiter will weigh a career change, or whether a listing will close tomorrow.
How the tailoring works
Once you choose a posting, RezScore prepares changes against that job description. You review the proposed wording before it reaches your resume. Keep a change, skip it, or leave the original alone.
Two rules matter:
- We never make jobs up. Every surfaced role comes from a real listing with a source link. If the search returns nothing useful, we say so.
- We never make you up. Tailoring should sharpen and reorganize what is already true. It should not give you a skill you do not have or a result you did not earn. You remain the final reviewer.
Try it now
Upload the resume you are actually using, open Job Matcher, and paste a posting you would genuinely apply to. Review the proposed changes against the original, then decide whether the targeted version says the same true story more clearly.