JobFit AI

Sample report

Sample resume match report for a data analyst job

This example shows how JobFit AI turns a resume and job description into an actionable application checklist. Use it as a model for what to fix before applying.

Run my scanView Data Analyst Kit

Match score: 78/100

Strong foundation for an entry-level analyst role. The resume already shows SQL, Excel, dashboards, and data cleaning, but should add clearer KPI language, Python exposure, and measurable business context.

Good base, needs tailoring

Missing keywords

PythonKPIsPower BIA/B testingstakeholder updates

ATS risks

  • Some bullets describe tasks without measurable outcomes.
  • Preferred tools from the job description should appear inside project or experience bullets.
  • Keep the final resume in a simple one-column format with standard section headings.

Rewritten summary

Data analyst candidate with hands-on experience cleaning data, writing SQL queries, building Tableau dashboards, and communicating operational insights. Skilled in Excel, SQL, and dashboard-ready reporting for stakeholder decisions.

Stronger resume bullets

  • Cleaned and validated spreadsheet data to improve weekly sales reporting accuracy and support customer trend analysis.
  • Built a Tableau churn dashboard using SQL queries to visualize customer activity patterns for business review.
  • Prepared weekly reporting updates and translated data findings into clear recommendations for operations stakeholders.

Cover letter draft excerpt

I am excited to apply for this Data Analyst role. My experience includes cleaning data, writing SQL queries, building Tableau dashboards, and preparing weekly business reports. I would welcome the chance to bring careful analysis and clear stakeholder communication to your team.

FAQ

What does a resume match report include?

A useful resume match report should include a role-specific score, missing keywords, ATS risks, rewritten summary language, stronger bullet examples, a cover letter draft, and interview prep questions.

Should I copy the rewritten bullets exactly?

No. Use rewritten bullets as editing models, then adjust each line so it matches your real work, tools, data sources, and outcomes.

Does a higher match score guarantee interviews?

No. The score is a prioritization signal for resume tailoring. Recruiter fit, experience level, timing, referrals, and market conditions still matter.