Role Purpose

• We are looking for an early-career product professional who can help modernize how software products are defined,

prototyped, developed, tested, and shipped.

• You will work closely with Product, Engineering, QA, Design, and Business teams to convert product opportunities

into clear use cases, rapid prototypes, production-ready features, and measurable outcomes.

• This is not a coordination-only role. You should be comfortable using AI coding models and modern development

tools to experiment, prototype, test, review outputs, and work alongside developers to improve delivery speed without

compromising security, reliability, or customer value.

• Ownership Expectation: You will own assigned product areas from problem definition through launch and

continuous improvement, working closely with the inbound Product Manager and Engineering leaders.

What You Will Own

• Own assigned AI-enabled product features across discovery, prioritization, requirements, prototyping, development,

validation, launch, adoption, and iteration.





• Translate customer and business problems into explicit use cases, user stories, workflows, acceptance criteria, edge

cases, and measurable outcomes.

• Use AI development and vibe-coding tools to build proof-of-concepts, working prototypes, workflow demonstrations,

test utilities, and implementation references.

• Work hands-on with Engineering during solution design and implementation, clarify requirements, challenge

unnecessary complexity, and remove delivery blockers.

• Establish practical AI-assisted delivery practices, including prompt and context standards, prototype-to-production

handoffs, evaluation checkpoints, versioning, CI/CD alignment, observability, and release readiness.

• Create story-based QA scenarios covering primary journeys, alternate paths, negative scenarios, permissions, data

quality, failure recovery, performance, and regression impact.

• Participate in feature testing, reproduce defects, assess

📌 Associate Product Manager – AI Product Development (Bengaluru)
🏢 Bizdata
📍 Bengaluru