Business Analyst / Business Systems Analyst
Open a video or resource link, watch it, then check its box to track your progress and unlock what comes next.
- Turn ambiguous business problems into validated requirements, process models and measurable outcomes
- Bridge business and technology with data evidence, functional specifications and system interfaces
- Validate solutions, manage traceability and translate evidence into adoption and executive decisions
Benchmark: Amazon Business Analyst II + Lam Research / Cognizant Business Systems Analyst + IIBA business-analysis practice + enterprise digital-transformation delivery (current Sep 2026) Current bar: problem framing, stakeholder elicitation, requirements lifecycle, as-is/to-be process modeling, user stories and acceptance criteria, SQL/BI evidence, functional/system specifications, APIs and integrations, UAT, traceability, solution evaluation, change adoption and AI-assisted analysis with human validation.
Search Live Openings
We don’t have a direct job-board feed matched to this one yet, so here are real, live US job searches for “Business Analyst / Business Systems Analyst” instead.
Turn ambiguous business problems into validated requirements, process models and measurable outcomes
Requirements elicitation + lifecycle management
Coverage: Problem Definition / Stakeholder Interviews / Workshops / Requirements / Traceability
Process modeling, user stories + acceptance criteria
Coverage: As-Is / To-Be / BPMN / Backlog / User Stories / Gherkin / Acceptance Criteria
Bridge business and technology with data evidence, functional specifications and system interfaces
SQL, business analytics + decision dashboards
Coverage: SQL / Data Quality / KPI Design / Power BI / Business Insights / Root Cause
Functional specs, APIs + technical collaboration
Coverage: Functional Requirements / NFRs / Data / Interfaces / APIs / Integration / Dev Handoff
Validate solutions, manage traceability and translate evidence into adoption and executive decisions
UAT, traceability + solution evaluation
Coverage: UAT / Test Cases / RTM / Defects / Value Realization / Process Improvement
AI-assisted analysis + stakeholder influence
Coverage: AI for Elicitation / Requirements Quality / Validation / Facilitation / Decision Communication
Role-Readiness Proof / Capstone
Complete a 5-day Business Analysis Transformation Lab: choose a real or simulated workflow; build stakeholder map and interview plan; define the problem and measurable outcomes; model as-is/to-be BPMN; create requirements catalogue, user stories, acceptance criteria and traceability; analyze source data in SQL and publish a KPI view; write functional/system specifications covering data, interfaces/APIs and NFRs; create UAT cases, defect workflow and solution-evaluation criteria; use AI to accelerate one artifact and document verification; finish with a business case, change impacts and executive recommendation.
Proof Rubric
- Traceable problem-to-requirement logic
- stakeholder evidence
- clear as-is/to-be process models
- testable requirements and acceptance criteria
- reproducible SQL/data evidence
- precise functional, interface and NFR specifications
- UAT and traceability discipline
- quantified value/risk
- responsible AI verification
- clear tradeoffs and executive-ready recommendation