Resume keywords for Business Analyst jobs
The skills business analyst job postings actually ask for, as the share of the 489 newest postings we track that mention each one (out of 1,615 live business analyst jobs).
Live data · computed 2 November 2026 · refreshed daily
Top hard skills and tools
- 1Requirements gatheringBusiness analysisBusiness analysis36%
- 2AgileEngineering PracticesEngineering Practices34%
- 3SQLLanguagesLanguages28%
- 4Process improvementProject deliveryProject delivery24%
- 5Process mappingBusiness analysisBusiness analysis23%
- 6User storiesProductProduct23%
- 7ExcelDataData22%
- 8JiraEngineering PracticesEngineering Practices21%
- 9Data analysisDataData20%
- 10User acceptance testingBusiness analysisBusiness analysis18%
- 11Stakeholder managementOperations & LogisticsOperations & Logistics18%
- 12ScrumEngineering PracticesEngineering Practices16%
- 13Project managementOperations & LogisticsOperations & Logistics15%
- 14Power BIDataData14%
- 15ConfluenceEngineering PracticesEngineering Practices13%
- 16TableauDataData10%
- 17KPIsProductProduct10%
- 18PrioritizationProductProduct9%
- 19Test plansTesting & QATesting & QA9%
- 20Use casesBusiness analysisBusiness analysis9%
- 21Data qualityData engineeringData engineering8%
- 22Change managementProject deliveryProject delivery7%
- 23PythonLanguagesLanguages7%
- 24Data modelingData engineeringData engineering7%
- 25ERPOperations & LogisticsOperations & Logistics7%
- 26RoadmappingProductProduct7%
- 27AzureCloud & DevOpsCloud & DevOps7%
- 28SalesforceSales & MarketingSales & Marketing7%
- 29AuditingFinance & AccountingFinance & Accounting6%
- 30LLMsDataData6%
Soft skills and education in the requirements
- Communication57%
- Collaboration31%
- Problem solving29%
- Leadership17%
- Mentoring15%
- Attention to detail12%
- Bachelor's degree38%
- Computer Science17%
Counted only in duties and requirements. Show soft skills through a bullet ("led", "presented", "partnered with"), not as a list.
Example business analyst resume bullets using these keywords
Examples written by our team to show the pattern (action, keyword, result), not taken from real candidates. Replace each X with your own number, and only keep a keyword if you really did it.
- Led requirements gathering with X stakeholders and wrote X user stories that became the new billing workflow.
- Mapped the order-to-cash process in BPMN, finding X manual steps that were automated to save X hours a week.
- Wrote the SQL and Power BI reports that tracked the rollout, and coordinated user acceptance testing with X users.
How to use this list
Business analyst ads pair requirements work (user stories, process maps, UAT) with data skills (SQL, Excel, a BI tool). Show both: one bullet on a requirement you turned into a shipped change, one on an analysis that changed a decision.
Only add skills you've really used, in the group your CV already has for them, and show the important ones in a bullet too. The percentages tell you what's common across the market; the job you're applying to is what matters, so check your CV against it.
How we count: the newest live postings whose title matches the role, re-posts removed, description only. Each skill counts once per posting, with common synonyms (k8s = Kubernetes); benefits and legal text are ignored; soft skills only count in the requirements. The role's own name is left out.
Live Business Analyst jobs
Frequently asked questions
What are the ATS keywords for a business analyst resume?
The terms employers' applicant tracking systems are searched with are the skills in the job ad. Across 489 live business analyst postings we track, the most common are Requirements gathering, Agile, SQL, Process improvement, Process mapping, User stories, Excel, Jira, Data analysis and User acceptance testing. Use the ones you really have, spelled the way the ad spells them, in your Skills section and in your bullets.
What skills should a business analyst put on a resume?
The ones most postings ask for and that you really have. Across 489 recent business analyst postings we track, the most-mentioned are Requirements gathering (36%), Agile (34%), SQL (28%), Process improvement (24%) and Process mapping (23%). Put each one you've used in your Skills section and in a bullet that shows how you used it.
Which business analyst skills are must-haves?
No single skill appears in more than half of the postings right now, so the must-haves depend on the company. Use the list as a guide and match each ad individually.
How is this list calculated?
We take the newest live business analyst postings from employers' applicant tracking systems, remove re-posts, and count the share whose description mentions each skill (synonyms count, each posting counts once). Benefits and legal boilerplate are ignored. It refreshes daily, and no AI is involved.
Should I add every keyword on this page to my CV?
No. Add only the skills you can discuss in an interview, using the same name the job ad uses. Stuffing in skills you don't have is easy to spot and backfires in interviews.
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