Ethan Brooks-Nakamura: Junior Business Analyst
Ethan's resume covers the full BA cycle on a small scale: interviews, process maps, user stories, UAT and data profiling. Counts make each step concrete. The ECBA and a capstone with a real client show commitment to the BA path instead of a general business degree with no direction.
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Ethan Brooks-Nakamura · Milwaukee, WI · ethan.brooks-nakamura@email.example · (414) 555-0126
Summary
Junior business analyst on an insurance claims team, writing user stories, mapping processes and supporting user acceptance testing for a claims portal. Strong SQL and Excel skills from an information systems degree. Comfortable interviewing adjusters and translating their workarounds into clear requirements developers can estimate.
Experience
Junior Business Analyst, Lakeshore Mutual Insurance Group · Milwaukee, WI · Jun 2025 — Present
- Interviewed 12 claims adjusters and mapped the first notice of loss process, identifying four duplicate data entry steps that the new portal now removes.
- Write user stories with acceptance criteria for a scrum team of six developers, keeping the backlog two sprints ready for refinement.
- Wrote 85 UAT test scripts for the claims portal release and coordinated testing with eight business users over two weeks.
- Used SQL to profile claims data before migration, flagging 2,300 records with missing policy links for cleanup before go-live.
Business Analyst Intern, Menomonee Valley Health Partners · Milwaukee, WI · May 2024 — Aug 2024
- Documented current-state referral intake workflows across three clinics and presented pain points to the operations director.
- Built an Excel model comparing two scheduling vendors on cost and features, used in the selection meeting.
Projects
Capstone: Campus Parking Permit Redesign
- Gathered requirements from students and parking staff, produced BPMN process maps and a prototype that the university later used in its vendor RFP.
Education
BBA, Information Systems, Great Lakes Commerce University (2025)
Certifications
Entry Certificate in Business Analysis (ECBA)
Skills
Requirements elicitation, User stories and acceptance criteria, Process mapping (Visio), SQL, Excel, Jira, Confluence, UAT test scripts, Stakeholder interviews, Data analysis, Agile ceremonies
Mei Lin Chow: Business Analyst
Mei Lin's sample suits regulated industries like banking, where traceability and regulatory change matter. Her bullets show workshop leadership, data mapping, API requirements and process improvement, and the move from business systems analyst to business analyst shows growing business-side influence. The CCBA fits her experience level.
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Mei Lin Chow · Toronto, ON · meilin.chow@email.example · (647) 555-0153
Summary
Business analyst with six years in retail banking technology, leading requirements for lending, payments and regulatory change projects. Runs workshops with business, risk and IT, writes clear specifications and data mappings, and stays involved through testing and rollout. Comfortable in both agile and waterfall delivery.
Experience
Business Analyst, Yonge Street Financial Group · Toronto, ON · Feb 2023 — Present
- Led requirements for a digital mortgage renewal journey, running 15 workshops with lending, risk, legal and IT and delivering a signed-off specification in eight weeks.
- Produced data mappings between the origination system and the core banking platform for 140 fields, cutting defects found in integration testing compared with earlier releases.
- Analyzed regulatory changes to mortgage stress testing and translated them into system rules, delivered before the effective date with no audit findings.
- Introduced a requirements traceability matrix linking every requirement to test cases, now standard on the lending team's projects.
Business Systems Analyst, Bay Street Payments Solutions · Toronto, ON · Jul 2020 — Jan 2023
- Defined API requirements for merchant onboarding with three partner banks, documenting message formats, error handling and service levels.
- Mapped the manual chargeback process and proposed automation that reduced handling time per case from 25 to 10 minutes.
- Supported UAT and production verification for six releases, triaging defects with developers and business owners.
Education
BCom, Management Information Systems, Humber Valley University (2020)
Certifications
Certification of Capability in Business Analysis (CCBA)
Skills
Requirements workshops, Functional specifications, BPMN process modeling, Data mapping, SQL, Gap analysis, User acceptance testing, Jira and Confluence, Regulatory change analysis, API integration requirements, Stakeholder management, Power BI
Carlos Medina: Lead Business Analyst, ERP Program
Carlos's resume is built for lead BA and analysis manager roles on large programs. It shows team leadership, governance, scale and reduced customization, which is how ERP programs measure analysis quality. His supply chain background explains his credibility with operations stakeholders.
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Carlos Medina · Dallas, TX · carlos.medina@email.example · (214) 555-0164
Summary
Lead business analyst with 14 years in manufacturing and distribution, heading the analysis team on a multi-year SAP S/4HANA program. Leads five analysts, owns the requirements and fit-gap process, and connects business process redesign to system configuration and data migration. CBAP certified, with a background in supply chain operations.
Experience
Lead Business Analyst, ERP Program, Trinity River Distribution · Dallas, TX · Apr 2021 — Present
- Lead five business analysts on an SAP S/4HANA program covering order-to-cash, procure-to-pay and warehouse processes for 14 distribution centers.
- Ran fit-gap workshops for 220 business processes, cutting custom development requests by challenging each gap with process owners before approval.
- Set up a requirements governance board with IT and finance, giving every change request a documented impact assessment before it reached the build team.
- Planned UAT for the first wave of six sites, coordinating 60 business testers and reaching go-live with no critical open defects.
Senior Business Analyst, Lone Star Industrial Parts · Fort Worth, TX · Jan 2016 — Mar 2021
- Led analysis for a warehouse management system rollout across four warehouses, defining picking, packing and shipping requirements with operations leads.
- Built a business case for EDI order intake with key customers, approved by leadership and later reducing manual order entry significantly.
- Mentored three junior analysts on elicitation techniques, process modeling and writing testable requirements.
Supply Chain Analyst, Lone Star Industrial Parts · Fort Worth, TX · Jun 2012 — Dec 2015
- Analyzed inventory and fill-rate data in SQL and Excel and reported weekly to purchasing and warehouse managers.
- Documented replenishment processes that later became the baseline for the warehouse system project.
Education
BBA, Supply Chain Management, North Texas Commerce University (2012)
Certifications
Certified Business Analysis Professional (CBAP)
Skills
Business analysis leadership, SAP S/4HANA, Fit-gap analysis, Business process redesign, Data migration requirements, Requirements governance, Order-to-cash and procure-to-pay, Workshop facilitation, Change impact analysis, UAT strategy, Mentoring analysts, Executive reporting
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How to write each section of a business analyst resume
Header and title
Use your actual title, whether business analyst, business systems analyst or IT business analyst, and match the posting's wording in the summary if your work fits. Include LinkedIn and city. A portfolio is uncommon for BAs, but a sanitized sample of a process map or user story can help junior candidates if shared in an interview.
Never attach real client documents; they are almost always confidential.
Summary
Name your domain (banking, insurance, healthcare, supply chain, public sector), the systems you have worked on and your delivery method. Domain knowledge is often the deciding factor between two analysts with similar skills, because it shortens the time needed to understand the business.
Add one line that shows your strength, such as regulatory change, data-heavy projects, ERP or integration work.
Experience
For each project, show the problem, your analysis artifacts and the outcome. Useful outcomes include time saved in a process, defects avoided, customization reduced, deadlines met for regulatory changes and adoption after rollout. Name artifacts like BRDs, user stories, process models, data mappings and test scripts so readers see your toolkit.
Show who you worked with. BAs are hired for the ability to bring business, IT and risk teams to agreement, so naming the groups involved is evidence.
Skills and tools
Group skills into elicitation and analysis, modeling, data and delivery tools. List techniques such as BPMN, use cases, gap analysis and root cause analysis, then tools like Visio, Lucidchart, Jira, Confluence and SQL. Name enterprise systems you know, such as SAP, Salesforce or Guidewire, because many postings require them.
If you write SQL or build dashboards, say so plainly; it separates you from analysts who rely on others for data.
Education and certifications
Business, information systems, computer science and industry degrees are all common. IIBA certifications (ECBA, CCBA, CBAP) are the most recognized BA credentials; each requires a set amount of experience except the ECBA. The PMI-PBA is an alternative valued in PMI-heavy organizations.
Agile certifications and Lean Six Sigma belts can help depending on the team. List them after your BA credential.
Business Analyst resume summary examples
Entry-level objective: Information systems graduate seeking a junior business analyst role on an agile delivery team. Brings ECBA certification, SQL and Excel skills and a capstone where process maps and a prototype were used in a real university vendor selection.
It shows the candidate already knows BA artifacts and has produced work someone used.
New-grad summary: Junior business analyst on an insurance claims portal, writing user stories, mapping processes, profiling data in SQL and running user acceptance testing with adjusters. Good at turning workarounds into requirements developers can estimate.
Specific tasks and domain make the first year of experience feel substantial.
Mid-level summary: Business analyst with six years in retail banking, leading requirements for lending, payments and regulatory change. Runs workshops across business, risk and IT, writes specifications and data mappings, and stays through testing to make sure what ships matches what was agreed.
Domain, project types and end-to-end involvement are what hiring managers in financial services screen for.
Senior summary: Lead business analyst and CBAP with 14 years in distribution and manufacturing, heading analysis on a multi-site SAP S/4HANA program. Leads analysts, runs fit-gap and requirements governance and links process redesign to configuration and data migration.
It signals program scale and leadership, plus the ERP and process depth that large programs require.
Business Analyst resume bullet examples: weak vs strong
The strong versions use made-up figures for a fictional candidate. Replace them with your own real numbers, or describe the scope (team size, volume, frequency) if you have none.
Shows who was involved, how many sessions it took and that agreement was reached.
A process map matters when it uncovers waste that the project then removes.
Shows SQL skill used to prevent a concrete migration problem.
Specific technical content proves the BA can work with engineers, not just business users.
Scale and a clean outcome show test leadership rather than passive support.
Reducing customization is one of the clearest value signals on ERP programs.
Before and after time makes the improvement easy to believe.
Shows a practice others adopted, proving it improved quality.
Keywords from live business analyst job postings
We read 118 live business analyst postings (23 US and 95 Canadian) from our job feed on October 14, 2026 and counted how many mention each skill, tool or credential. A posting counts once per term, wherever it appears in the title or description. Use the list to check your resume for gaps that are real for you, not as a checklist. For grouped lists with placement tips, see the business analyst resume keywords guide.
| Keyword | Postings | |
|---|---|---|
| Stakeholders | 92 of 118 (78%) | |
| Business requirements | 57 of 118 (48%) | |
| Agile | 52 of 118 (44%) | |
| Workshops | 45 of 118 (38%) | |
| Process improvement | 43 of 118 (36%) | |
| Requirements gathering | 41 of 118 (35%) | |
| User stories | 39 of 118 (33%) | |
| Process mapping | 36 of 118 (31%) | |
| Excel | 35 of 118 (30%) | |
| UAT | 34 of 118 (29%) | |
| APIs and integrations | 34 of 118 (29%) | |
| Functional requirements | 33 of 118 (28%) | |
| Change management | 29 of 118 (25%) | |
| ERP | 29 of 118 (25%) | |
| Use cases | 25 of 118 (21%) | |
| SQL | 25 of 118 (21%) | |
| Data analysis | 24 of 118 (20%) | |
| Jira | 22 of 118 (19%) | |
| Business case | 22 of 118 (19%) | |
| Power BI | 19 of 118 (16%) | |
| Scrum | 19 of 118 (16%) | |
| CBAP / IIBA | 19 of 118 (16%) |
Source: 118 unique postings whose title matches the role, from the WhatJobs publisher feed (US and Canada), collected October 14, 2026. Duplicate reposts were counted once. Counts change daily; a term not listed may still matter for a specific employer.
Skills for a business analyst resume
Elicitation and analysis
- Interviews
- Workshops
- Gap analysis
- Root cause analysis
- Business cases
Show the techniques that produced a decision or design change.
Modeling and documentation
- BPMN
- UML
- Use cases
- User stories
- Acceptance criteria
- Traceability matrices
Name the artifacts you deliver and who used them.
Data and testing
- SQL
- Excel
- Data mapping
- Power BI
- UAT planning
- Test scripts
Data and testing skills make you useful through the whole delivery cycle.
Tools and systems
- Jira
- Confluence
- Visio
- Lucidchart
- SAP
- Salesforce
Enterprise system experience is often a hard requirement in postings.
Soft skills, and how to prove them
- Facilitation: Mention workshops you ran, who attended and the agreement or sign-off that resulted.
- Curiosity: Show a hidden issue you uncovered through questioning, such as duplicate steps or data gaps.
- Clear writing: Point to specifications or stories that developers built from with few clarification questions or defects.
- Negotiation: Describe challenging a requested customization or scope item and the agreed alternative.
- Mentoring: For senior BAs, name analysts you coached and the practices you introduced.
Certifications and licenses
- Entry Certificate in Business Analysis (ECBA) (International Institute of Business Analysis (IIBA)): Entry-level credential with no work experience requirement; shows commitment to the BA path.
- Certification of Capability in Business Analysis (CCBA) (International Institute of Business Analysis (IIBA)): Mid-level credential requiring documented business analysis work experience.
- Certified Business Analysis Professional (CBAP) (International Institute of Business Analysis (IIBA)): Senior IIBA credential requiring several years of BA experience; well recognized by large employers.
- PMI Professional in Business Analysis (PMI-PBA) (Project Management Institute (PMI)): Alternative BA credential favored where project management practices follow PMI standards.
US vs Canada: business analyst resumes and pay
United States
US business analyst roles are unregulated, but titles split between business analyst and business systems analyst depending on how technical the job is, so mirror the posting. Healthcare BAs often need knowledge of HIPAA, claims and EDI transactions; banking BAs work with regulations from agencies such as the CFPB and OCC; public sector BAs on state systems may need background checks. Federal and defense contracts may require citizenship and a clearance. Use US date formats and keep to two pages at most.
| BLS occupation | 10th pct. | Median | 90th pct. |
|---|---|---|---|
| Management Analysts (SOC 13-1111) closest BLS category | $60,640 | $101,860 | $171,640 |
Annual wages, US national, BLS Occupational Employment and Wage Statistics, May 2025.
Canada
In Canada, BA work is also unregulated. Federal government BA work is often contracted through procurement vehicles and usually requires a security clearance, plus English and French for many roles. Banking BAs deal with OSFI guidelines and provincial or federal consumer rules, while insurance BAs may work with provincial regulators. Quebec projects usually work in French. Name the regulations you translated into requirements, because regulatory experience is valued in Canada's concentrated banking and insurance sectors.
| Job Bank occupation | Low | Median | High |
|---|---|---|---|
| Analyst, Business Management (NOC 11201) | $27.00/h | $44.10/h | $69.71/h |
| Information Technology (IT) Business Analyst (NOC 21221) | $30.67/h | $45.13/h | $62.50/h |
Canada-wide wages in CAD, Job Bank (Government of Canada), reference period 2023-2024. Provincial figures differ; follow the link for your province.
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FAQ
What should a business analyst resume include?
Your domain, the systems you worked on, the requirements artifacts you produce, your delivery method and outcomes such as process time saved or defects avoided. Add technical skills like SQL if you use them. A summary that names your industry and project type helps hiring managers place you fast.
How do I become a business analyst with no BA title?
Show BA tasks you already do in another role: documenting processes, gathering requirements for a tool, testing a system change or analyzing data for decisions. Add the ECBA and a project with real stakeholders. Use BA vocabulary carefully and honestly in your bullets.
Do business analysts need SQL on their resume?
Not always, but it helps a lot. Many BA postings ask for SQL to profile data, validate migrations or answer questions without waiting for an analyst. If you know it, show it in a bullet. If you don't, consider learning the basics.
Business analyst vs business systems analyst: which title should I use?
Use the title you held. In the summary, describe your mix of business and technical work so recruiters searching for either title can see the fit. Business systems analyst usually implies more technical requirements, such as integrations, data mappings or system configuration.
Is the CBAP worth listing?
Yes, if you hold it. It signals several years of BA experience and is recognized by large employers, banks and consultancies. It is rarely a strict requirement, so experience and outcomes still matter more. Junior analysts can show the ECBA instead.