Business Analyst Job Requirements from Live Job Postings

The clearest answer on business analyst job requirements is in the live postings themselves. In a sample of 50 Business Analyst job descriptions, stakeholder management appeared most often, followed by Agile, Excel, SQL, Jira, and Scrum. Use these patterns to decide what to inspect and explain in your CV. Do not add a skill unless your background supports it.

The data comes from a YourUnique.cv Job Radar corpus snapshot dated 2026-09-15. The full corpus had 579,828 active postings. The Business Analyst title slice had 1,778 active postings. This is a view of public company career pages and ATS sources, not a LinkedIn scrape.

What the live Business Analyst sample repeats

The percentages below come from the 50-post sample. They show how often a requirement appeared in that sample. They do not mean every employer expects every item.

Repeated skill or requirement	Share of sampled postings
Stakeholder management	44%
Agile	36%
Excel	22%
SQL	22%
Jira	16%
Scrum	16%

Stakeholder management leads the sample. Your CV should make the work visible: who you worked with, what decision or process was involved, and what changed as a result.

Agile also appears often. If you have worked in an Agile setting, name the setting and your contribution. For example, explain how you handled requirements, supported planning, or clarified acceptance criteria. Do not use Agile as a decoration if you cannot describe the work behind it.

Excel and SQL each appeared in 22% of sampled postings. Put either tool near the relevant work experience when you have used it. A separate skills list is less useful than a bullet that connects the tool to an output.

Jira and Scrum each appeared in 16%. These are meaningful signals, but they were not present in most sampled postings. Scan the specific posting before deciding whether to give them space on your first page.

Workplace patterns and posting sources

The role slice was mixed by work arrangement. Most postings were onsite or hybrid, while remote roles made up a smaller share.

Workplace arrangement	Share of Business Analyst title slice
Onsite	52%
Hybrid	29%
Remote	19%

This matters when you search. If you require remote work, expect a narrower set of relevant cards. If you can work onsite or hybrid, include that preference in your profile so the results reflect your actual options.

The ATS sources in this title slice were:

ATS source	Active postings in the slice
SmartRecruiters	736
Greenhouse	390
Workable	279
Lever	105
Recruitee	62
Ashby	58

The frequent locations included Paris and Île-de-France, the United States, Singapore, London, Remote in India, and Athens. These are location patterns in this snapshot, not a promise that a new search will return the same mix.

If you are comparing nearby roles, Project Manager Job Requirements from Live ATS Postings can help you separate Business Analyst requirements from adjacent role patterns. Sales-oriented applicants can also compare Account Executive Job Requirements from Live Sales Postings to see how differently evidence is written for another job family.

How to turn requirements into CV evidence

A requirement should lead to proof. Replace broad claims with a task, method, and result. The metrics below are examples of the format. Change them to figures you can defend.

• Managed requirements discussions with 8 stakeholders across operations, finance, and delivery, reducing unresolved items by 30% before the next planning cycle.
• Supported an Agile delivery team through weekly refinement and sprint planning, helping cut average requirement rework from 12 items per release to 7.
• Built Excel reporting for 4 operational workflows, reducing monthly manual consolidation time by 10 hours.
• Used SQL to check records across 2 data sources, identifying a 6% discrepancy before a reporting update was released.
• Maintained Jira requirements and Scrum ceremony actions for a 7-person team, improving ticket readiness from 70% to 92% over one quarter.

These examples do not tell you to claim stakeholder management, Agile, Excel, SQL, Jira, or Scrum. They show how to write evidence if those activities are part of your real experience. If you used a different method, name that method. If you cannot verify the metric, use a concrete scope instead, such as the number of stakeholders, workflows, reports, or releases.

Experience, education, and wording signals

Years of experience appeared in 52% of the sampled postings. Among those posts, the median stated experience was 5 years. This is a description of the sample, not a universal cutoff. A posting that mentions years may still assess the depth and relevance of your work rather than a single number.

Education language also varied. Bachelor appeared in 36% of the sample. Degree or equivalent appeared in 26%. Master appeared in 22%. Read the exact wording in each posting. Do not assume that one education phrase applies to every Business Analyst role.

Your CV can handle this variation by keeping the profile accurate and specific. If a posting asks for a degree or equivalent and your background fits the equivalent route, explain relevant work in the experience section. Do not add a degree, license, or qualification that you do not have.

A live-posting scan before you tailor

Start with current cards rather than a generic Business Analyst keyword list. Use this scan:

• Finish your career profile with your actual locations, work preferences, experience, and skills.
• Open Job Radar and run Find jobs for me.
• Read the Business Analyst cards that match your profile.
• Check whether the posting is onsite, hybrid, or remote.
• Note the repeated requirements in the cards you would genuinely apply to.
• Mark which requirements already have evidence in your CV.
• Separate a missing keyword from missing experience. A keyword can be added only when the underlying work is true.
• Compare the role's location and work authorization conditions with your situation.
• Tailor the summary and most relevant experience bullets to the specific posting.
• Keep unsupported tools, methods, education, and results out of the CV.

Job Radar matches a career profile against hundreds of thousands of live public ATS postings, including Greenhouse, Lever, Ashby, Workable, SmartRecruiters, Rippling, Personio, and similar career pages. It does not ingest LinkedIn, Indeed, Naukri, or Workday. The score is a tailored-CV ATS read, not the employer's ATS number.

You can sign up for a trial without a card. The free option includes one promo search, 10 cards, and 5 readable cards. Pro includes the first run plus daily new unique jobs, up to 50 readable cards, and Generate CV on a match. The location logic prefers your city. Remote results remain only when the posting looks hireable in that country.

Testing one posting in detail

If you already have one target posting, use the job description keyword extractor. Paste the description, and optionally add your resume PDF. It separates must-haves, tools, and nice-to-haves, then marks which keywords are already in the file.

Use that output as a comparison sheet. It does not rewrite your CV. Do not copy every missing term into your document. First decide whether you have the experience. Then add accurate evidence where the posting and your background overlap.

You can also use Generate CV from a readable Job Radar match if you have Pro. It starts the CV flow from that match and writes from your profile facts only. Review every line before exporting a PDF.

Apply today

• Open Job Radar.
• Finish your career profile and run Find jobs for me.
• Read the available Business Analyst cards, including their workplace and location details.
• Select roles where your background supports the stated requirements.
• Tailor evidence for stakeholder management, Agile, Excel, SQL, Jira, or Scrum only when true for you.
• Check the education and experience wording without treating it as an automatic cutoff.
• Run one final PDF and job description check if you need a second review.
• Apply through the employer's public career page and record the posting for follow-up.