Free AI resume builder · Role guide
Data Analyst resume, built from real job postings
Not generic advice — we analyzed 84 Data Analyst descriptions from the 84 openings on our live job board (August 2026) and measured which skills postings actually ask for.
The ATS keywords that matter for Data Analyst resumes
Percentage of Data Analyst postings in our sample that mention each skill. ATS screens match the exact phrasing a posting uses — if the description says one of these and your resume doesn't, you look like a mismatch to the software before a human ever reads you.
How to put them in your resume (without keyword stuffing)
This table tells you what the market asks for; each application should mirror that specific description's wording. Paste the posting into Refynes and the AI Tailor rewrites your bullets around its exact keywords.
"SQL" in a skills list is weak. "SQL" inside an achievement bullet with a number is what convinces both the ATS and the recruiter.
Single column for the parsing layer, standard section names, no tables or text boxes. Every Refynes template exports ATS-safe PDF and DOCX.
Companies hiring Data Analysts on our board
Mostly hiring in New York, Toronto, Remote — and 24% of postings are remote-friendly.
Tailor your resume to a Data Analyst opening — free
Build your resume, paste a job description, and get an AI-tailored version that clears the ATS. 3 free Best Quality refinements every month. No credit card.
Frequently asked questions
What keywords should a Data Analyst resume include in August 2026?
Based on 84 Data Analyst postings we analyzed from our live job board, the most frequently mentioned skills are: SQL (86%), Stakeholder management (73%), Python (67%), Data visualization (62%), Cross-functional collaboration (49%), Data pipelines (37%). Mirror the exact phrasing a posting uses — applicant tracking systems match strings, not synonyms.
How many Data Analyst jobs are hiring right now?
Our job board currently tracks 84 Data Analyst openings from Greenhouse, Ashby and Lever ATS feeds, 48 of them posted in the last 45 days. 24% are remote-friendly.
How do I tailor my resume for a Data Analyst role?
Paste the job description into Refynes and run an AI refinement — it rewrites your bullets around the posting's own keywords while keeping your real experience. Every free account includes 3 free Best Quality AI refinements each month, no credit card required.