Gen AI Product Analyst
Gen AI Product Analyst
HCL TechBee- Posted 17 hours ago
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Job Description
We are seeking a Gen AI Product Analyst to bridge business needs with technical delivery for AI-driven products in the pharma/biosciences domain. You will partner closely with stakeholders, lead requirements discovery, shape product roadmaps, and ensure delivery of valuable features through agile, iterative releases. The ideal candidate has hands-on experience with LLMs, RAG, translation, OCR, computer vision, and agentic automation use cases.
Key Responsibilities
- Stakeholder & Requirements Management
- Lead requirement-gathering workshops with business users and domain experts.
- Translate business objectives into structured product requirements (Epics, User Stories, Acceptance Criteria, Non-Functional Requirements).
- Validate requirements and outputs against business objectives and compliance considerations (e.g., data privacy, GxP if applicable).
- Product Planning & Agile Delivery
- Partner with Product Owner/Manager to define and prioritize the product roadmap and backlog.
- Drive backlog refinement, sprint planning, sprint reviews, and retrospectives.
- Define measurable success criteria, KPIs, and acceptance tests for features.
- GenAI/ML Use Cases & Solutioning
- Work with data scientists, ML engineers, and platform teams to scope and shape solutions across LLM, RAG, language translation, OCR, computer vision, and agentic automation.
- Support model evaluation planning, prompt/response design, guardrail requirements, and human-in-the-loop workflows.
- Contribute to data sourcing, data quality considerations, and feasibility/risk assessments.
- Design & User Experience
- Create low-fidelity wireframes and flows in Figma; collaborate with UX/UI designers on prototypes and usability feedback.
- Document As-Is / To-Be business processes and align UX with process outcomes.
- Documentation & Governance
- Maintain comprehensive documentation in Confluence: BRD/FRD, process maps, decision logs, and architecture overviews (in collaboration with architects).
- Ensure traceability from business objectives → requirements → test cases → outcomes.
- Support UAT planning, test case definition, and defect triage.
- Collaboration & Communication
- Act as the primary bridge between business stakeholders and technical teams, ensuring shared understanding and clarity on scope, constraints, and timelines.
- Present updates to leadership; communicate risks, dependencies, and mitigation plans proactively.
Required Qualifications & Experience
- 6–7 years as a Business Analyst / Product Owner / Product Analyst (or similar).
- Bachelor's degree in Business, Computer Science, Information Systems, Engineering,
- Proven experience working in agile teams with continuous feature releases and iterative product development.
- Practical experience in Generative AI / Machine Learning product development or use cases—preferably in pharma or biosciences.
- Exposure to AI use cases involving: LLMs & RAG (retrieval augmented generation), Language translation, OCR, Computer vision & Agentic automation
- Demonstrated ability to translate business needs into actionable requirements and acceptance criteria.
- Hands-on with Jira (backlog, boards, workflows) and Confluence (documentation).
- Experience with Figma for low-fidelity mockups/wireframes.
- Strong documentation skills, including:
- Epics & detailed user stories
- Well-defined acceptance criteria
- Non-functional requirements (e.g., performance, security, reliability)
- As-Is / To-Be process documentation
- Functional & business requirement specifications (FRD/BRD)
- Understanding of UX/UI concepts and how they tie to business outcomes.
- High attention to detail; strong capability to validate outputs against business goals.
More Info
Key Skills
Generative AI
LLMs
UX/UI concepts
RAG (Retrieval Augmented Generation)
Agentic automation
