Principal Business Analyst and Product Owner - AI/ML Enterprise Solutions

Principal Business Analyst

Senior Business Analyst / Product Owner

Experience: 8–12 Years

Role Summary

Lead business analysis and product ownership for AI/ML‑driven enterprise initiatives. Drive requirement strategy, stakeholder alignment, product roadmap detailing, and support full AI/ML lifecycle delivery.

Key Responsibilities

• Lead and own requirement strategy: BRD, FRD, SRS, Epics, Features, User Stories.
• Conduct advanced current/future‑state modeling, gap analysis, and business impact assessment.
• Drive backlog prioritization, roadmap planning, and executive‑level stakeholder alignment.
• Partner with AI/ML teams on problem framing, feature engineering, model evaluation, and business validation.
• Lead workshops, UAT sessions, demos, and executive briefings.
• Oversee governance documentation: traceability matrices, business rules, data dictionaries, process flows.
• Support end‑to‑end AI/ML lifecycle: Business Understanding → Data → Model → BAT → Deployment → Monitoring.

Mandatory Skills (with expected experience)

• Business analysis & enterprise requirements – 8+ years
• BRD / FRD / SRS / User stories / Epics – 8+ years
• Domain expertise (Banking / Insurance / Logistics) – 5+ years
• AI/ML lifecycle, prompt engineering, LLM use cases – 3–5 years
• SQL, data analysis, profiling – 3–5 years
• Product management (Epics, Features, Roadmap, Acceptance criteria) – 5+ years
• Agile (Scrum ownership, Sprint planning, Grooming) – 6+ years

Nice to Have

• AI/ML frameworks, MLOps exposure
• Scoring models, claims/underwriting platforms
• API documentation & integration knowledge
• Lucidchart, Miro, data visualization tools

Behavioral Skills

• Strong analytical, communication, stakeholder management, leadership