5.1 KiB
Market evidence report — business-analyst
Source: 40 real job ads (JSearch API, countries: us 40), extracted into the MSSQL evidence store; as of 2026-07-09. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).
Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 23 | 58 % |
| senior | 11 | 28 % |
| junior | 3 | 8 % |
| lead | 3 | 8 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Microsoft Excel | 11 | 28 % |
| 2 | Jira | 10 | 25 % |
| 3 | SQL | 6 | 15 % |
| 4 | Confluence | 5 | 12 % |
| 5 | Tableau | 5 | 12 % |
| 6 | Microsoft PowerPoint | 4 | 10 % |
| 7 | microsoft office | 3 | 8 % |
| 8 | Microsoft Word | 3 | 8 % |
| 9 | Power BI | 3 | 8 % |
| 10 | SharePoint | 3 | 8 % |
| 11 | Visio | 3 | 8 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | data analysis | 19 | 48 % |
| 2 | process improvement | 6 | 15 % |
| 3 | requirements gathering | 6 | 15 % |
| 4 | business analysis | 5 | 12 % |
| 5 | business process analysis | 5 | 12 % |
| 6 | requirements analysis | 5 | 12 % |
| 7 | change management | 4 | 10 % |
| 8 | quantitative analysis | 4 | 10 % |
| 9 | stakeholder engagement | 4 | 10 % |
| 10 | business process improvement | 3 | 8 % |
| 11 | business requirements gathering | 3 | 8 % |
| 12 | financial analysis | 3 | 8 % |
| 13 | organizational transformation | 3 | 8 % |
| 14 | performance management | 3 | 8 % |
| 15 | problem solving | 3 | 8 % |
| 16 | problem-solving | 3 | 8 % |
| 17 | process documentation | 3 | 8 % |
| 18 | requirements elicitation | 3 | 8 % |
| 19 | strategic planning | 3 | 8 % |
| 20 | strategy development | 3 | 8 % |
| 21 | system integration | 3 | 8 % |
| 22 | user acceptance testing | 3 | 8 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Agile | 7 | 18 % |
| 2 | Scrum | 6 | 15 % |
| 3 | Agile methodologies | 4 | 10 % |
| 4 | software development lifecycle (SDLC) | 4 | 10 % |
| 5 | user acceptance testing (UAT) | 3 | 8 % |
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | stakeholder communication | 5 | 12 % |
| 2 | data analysis | 4 | 10 % |
| 3 | requirement documentation | 4 | 10 % |
| 4 | requirements documentation | 4 | 10 % |
| 5 | research conduction | 3 | 8 % |
| 6 | solution development | 3 | 8 % |
Regional breakdown
Corpus note: 40 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
US (us)
40 ads.
Top hard skills:
- data analysis — 48 % (19 ads)
- process improvement — 15 % (6 ads)
- requirements gathering — 15 % (6 ads)
- business analysis — 12 % (5 ads)
- business process analysis — 12 % (5 ads)
- requirements analysis — 12 % (5 ads)
- change management — 10 % (4 ads)
- quantitative analysis — 10 % (4 ads)
- stakeholder engagement — 10 % (4 ads)
- business process improvement — 8 % (3 ads)
Top tools:
- Microsoft Excel — 28 % (11 ads)
- Jira — 25 % (10 ads)
- SQL — 15 % (6 ads)
- Confluence — 12 % (5 ads)
- Tableau — 12 % (5 ads)
- Microsoft PowerPoint — 10 % (4 ads)
- microsoft office — 8 % (3 ads)
- Microsoft Word — 8 % (3 ads)
- Power BI — 8 % (3 ads)
- SharePoint — 8 % (3 ads)
Seniority: mid 58 % · senior 28 % · junior 8 % · lead 8 %
UK (gb)
Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
EU/DACH (de, at, ch, nl)
Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
Job title variants in the market
| Title | Ads |
|---|---|
| Remote Management Consultant | 2 |
| Sr. Business Analyst | 2 |
| AI Strategy Consultant | 1 |
| Associate Business Analyst | 1 |
| Business Analyst (Business Analysis, Associate) | 1 |
| Business Analyst (Experienced or Senior) | 1 |
| BUSINESS ANALYST (JOURNEYMAN) | 1 |
| BUSINESS ANALYST (JOURNEYMAN) with Security Clearance | 1 |
| Business analyst (Medicaid) - Remote - Charleston, WV | 1 |
| Business Analyst / Requirements Engineer | 1 |
| Business Analyst Associate | 1 |
| Business Analyst Jobs | 1 |
| Business Analyst Principal | 1 |
| Business Analyst, DXP and Customer Data Platforms | 1 |
| Business Analyst, OCAO - (25-CAO-105000-004) | 1 |
| Business Analyst/Tester | 1 |
| Business Analyst-Winchester, VA or Washington DC | 1 |
| Business Systems Analyst | 1 |
| Commercial Support to Operations Lead (Managing Consultant) | 1 |
| Distribution/Operations Manager (Management Consultant Opportunity) | 1 |
| Global Social Impact Opportunities for Management Consultants | 1 |
| Health IT Business Analyst | 1 |
| Jr. QA Tester/Business Analyst Jobs | 1 |
| Lead Business Analyst | 1 |
| Operations Strategy & Asset Management Consultant | 1 |
Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.