Entry Level Business Analyst Resume: 6 Samples to Copy
By CVBooster Team · Published · Updated
7 min read
An entry level business analyst resume has to show three things without the job title: you can find out what people need, you can work with data, and you can write it down so someone else can build it. Requirements, SQL or Excel, process maps, a dashboard, a short document. Below are six complete samples: a new graduate, a former intern, and four career changers from operations, customer service, finance and retail. Each one is a full resume you can copy and edit.
Many business analyst job posts ask for years of experience for an entry level role. That is not a requirement. That is a wish list someone copied from the senior posting. Show the work, and the years matter less.
Sample 1: new graduate, no internship
Entry level: New graduate business analyst, class projects (175 words)
Natalie Brooks Chicago, IL | (312) 555-0141 | natalie.brooks@email.com | LinkedIn profile link
Summary Information systems graduate (May 2026) with SQL, Excel and Power BI. Gathered requirements and built a working dashboard for a local nonprofit in a semester-long capstone. Looking for a junior business analyst role.
Education Bachelor of Science in Information Systems, Lakemont University, Chicago, IL | May 2026
Projects Capstone: volunteer scheduling for a food bank, team of 4 | Jan 2026 to May 2026 - Interviewed 6 staff and volunteers and wrote 18 user stories with acceptance criteria - Mapped the current sign-up process in Visio and found 3 manual steps that caused double bookings - Built a Power BI dashboard on shift coverage from the food bank's spreadsheet data - Presented recommendations to the director; 2 were adopted for the fall season
Course project: sales data analysis - Wrote SQL queries joining 4 tables to rank customers by margin and find the top 50
Skills SQL, Excel (pivot tables, XLOOKUP), Power BI, Visio, Jira, user stories, process mapping
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What the job asks of you
O*NET groups business analysts with management analysts, and the task list for that occupation reads like an entry level BA resume outline. It starts with "Gather and organize information on problems or procedures," then "Analyze data gathered and develop solutions or alternative methods of proceeding," then "Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes."
Gather, analyze, document, recommend. Give each of those at least one bullet on your resume, even if the bullets come from a class project or a job with a different title.
Data-heavy BA roles lean toward reporting. O*NET's business intelligence analyst page lists "Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders." If the posting mentions dashboards or reporting, lead with the report you built.
Sample 2: former business analyst intern
Entry level: Business analyst intern, one summer (150 words)
Arjun Mehta Charlotte, NC | (704) 555-0178 | arjun.mehta@email.com
Summary Finance and business analytics graduate (May 2026) with a summer business analyst internship at a regional bank. Wrote requirements for a loan intake form change and tested it through UAT. SQL, Excel and Jira.
Experience Business Analyst Intern, Piedmont Ridge Bank, Charlotte, NC | Jun 2025 to Aug 2025 - Documented the current loan intake process with 5 loan officers and drew the as-is and to-be flows - Wrote 24 requirements and acceptance criteria for a new intake form; all approved by the product owner - Wrote and ran 40 UAT test cases and logged 9 defects in Jira - Pulled weekly application volumes with SQL for the team status report
Education Bachelor of Science in Finance, minor in Business Analytics, Carver Hill University | May 2026
Skills SQL, Excel, Jira, Confluence, Visio, UAT, BRD and user story writing
Sample 3: operations coordinator moving to business analyst
Career changers already do analysis. The trick is to rename it. Fixing a broken process is process improvement. Building the weekly tracker is reporting. Asking five people how something works is requirements gathering.
Career changer: Operations coordinator to business analyst (162 words)
Melissa Grant Columbus, OH | (614) 555-0115 | melissa.grant@email.com ECBA
Summary Operations coordinator with 4 years in a distribution center, moving into business analysis. Mapped and fixed the returns process, built the site's Excel KPI tracker and was the operations lead on a warehouse system upgrade.
Experience Operations Coordinator, Ridgeway Freight Distribution, Columbus, OH | Sep 2022 to present - Mapped the returns process end to end and removed 2 hand-offs; average processing time fell from 4 days to 2 - Built and maintain the weekly KPI tracker in Excel used by 3 shift managers - Operations lead for the warehouse management system upgrade: collected 30 requirements from floor staff and tested receiving screens before go-live - Train new coordinators on the tracker and returns procedure
Education Bachelor of Arts in Economics, Scioto Plains University | 2022
Certification ECBA, International Institute of Business Analysis | 2026
Skills Excel (Power Query, pivot tables), SQL (learning), Visio, process mapping, requirements, UAT
Sample 4: customer service to business analyst
Career changer: Customer support lead to business analyst (137 words)
Carlos Medina Phoenix, AZ | (602) 555-0186 | carlos.medina@email.com
Summary Customer support lead with 3 years at a software company, moving into business analysis. Turns support tickets into product requirements, built the ticket trend dashboard, and works with the product team on bug priority.
Experience Customer Support Lead, Quillmark Software, Phoenix, AZ | Jul 2023 to present - Analyze about 1,500 tickets a month by category and present the top 5 issues to the product team each sprint - Wrote 12 feature requests with user stories and acceptance criteria; 7 shipped - Built a Looker Studio dashboard on ticket volume and first response time - Run UAT for support-facing releases with 4 agents
Education Bachelor of Arts in Communication, Desert Willow University | 2023
Skills SQL (basic), Excel, Looker Studio, Jira, Zendesk, user stories, UAT
Sample 5: accounting or finance to business analyst
Career changer: Staff accountant to financial business analyst (141 words)
Grace Lindell Minneapolis, MN | (612) 555-0120 | grace.lindell@email.com
Summary Staff accountant with 3 years of month-end close and ERP experience, moving into a finance business analyst role. Automated reconciliations in Excel and was the finance tester for an ERP module rollout.
Experience Staff Accountant, Northgate Home Supply, Minneapolis, MN | Aug 2023 to present - Automated 3 bank reconciliations with Power Query; close tasks dropped from 2 days to half a day - Finance tester for the ERP accounts payable module: wrote 35 test cases and signed off go-live - Document close procedures in Confluence for the team of 5 - Answer ad hoc data requests from department heads with SQL queries on the ERP database
Education Bachelor of Science in Accounting, Riverbend State University | 2023
Skills Excel (Power Query, macros), SQL, NetSuite, Confluence, UAT, process documentation
Sample 6: retail assistant manager to business analyst
Career changer: Retail assistant manager to business analyst (169 words)
Tyler Johansen Denver, CO | (303) 555-0199 | tyler.johansen@email.com ECBA
Summary Retail assistant store manager with 5 years in a high-volume store, moving into business analysis. Uses sales and labor data to plan staffing, ran the store's pilot for a new scheduling tool and writes the weekly performance summary for the district.
Experience Assistant Store Manager, Ponderline Outfitters, Denver, CO | May 2021 to present - Analyze weekly sales, traffic and labor reports to set schedules for 28 staff; labor cost stayed within budget 11 of 12 months in 2025 - Pilot store for a new scheduling tool: listed 15 issues from staff, worked with the vendor on fixes and wrote the rollout notes for 9 other stores - Write the weekly store performance summary for the district manager - Run monthly inventory counts and investigate variances
Education Bachelor of Business Administration, Front Ridge University | 2021
Certification ECBA, International Institute of Business Analysis | 2026
Skills Excel, SQL (course completed), Tableau Public, process mapping, stakeholder interviews
Certification: is ECBA worth listing
The International Institute of Business Analysis offers the Entry Certificate in Business Analysis, and its page says "ECBA was built for the beginning of a business analysis career." It needs no prior experience, so it suits graduates and career changers. List it under a certifications heading with the year. If you are studying for it, write the planned exam month, not the credential.
Writing your own BA lines
- Use the BA verbs. Gathered, documented, mapped, analyzed, tested, recommended. More in our resume action verbs list.
- Name the artifact. User stories, BRD, process map, dashboard, test cases. Hiring managers look for the thing you produced.
- Count it. Requirements written, stakeholders interviewed, test cases run, hours saved.
- Match the posting's tools. SQL, Excel, Power BI, Tableau, Jira. Our business analyst resume keywords guide lists more.
- Keep the summary short. Two or three lines on your degree or background, your tools and one result. See resume summary with no experience.
For the full experienced version, see the business analyst resume and IT business analyst resume. Close relatives in this series: entry level financial analyst resume, entry level IT resume and the data analyst resume. Excel lines that read right are in Excel skills on a resume.
Frequently asked questions
How do I write a business analyst resume with no experience?
Use class projects, internships and parts of other jobs that involved gathering requirements, analyzing data or documenting a process. Give each one a bullet with the artifact you produced and a number.
What skills should an entry level business analyst list?
SQL, Excel, a dashboard tool such as Power BI or Tableau, Jira or a similar tracker, process mapping, user stories and testing.
Is a business analyst resume one page?
Yes at entry level. One page with a summary, experience or projects, education, skills and any certification.
Should I put ECBA on my resume?
Yes, once you hold it. IIBA designed it for people starting out, and it needs no prior experience.
What job titles count as business analyst experience?
Any role where you gathered needs, analyzed data or documented processes: operations coordinator, support lead, staff accountant, analyst intern. Describe the analysis work, not the title.
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