Product Analyst, AI Adoption & Use-Case Development

Responsibilities

• Reports to: Product Manager/Builder
• Works closely with: Product Manager/Builder, Engineering, UX/Design, Business Stakeholders, Change & Communication, Data & Analytics

Requirements

• 2+ years of experience in a product, business analysis, change management, or consulting role - with direct exposure to technology products and end-user adoption challenges
• Direct experience with AI-powered tools - practical understanding of LLM capabilities, limitations, and the human factors that determine whether adoption succeeds or fails
• Deep understanding of product and business analysis craft: use-case framing, requirements writing, outcome-based success metrics, and structured stakeholder engagement
• Hands-on experience with AI-powered tools (as user, analyst, or enabler) - practical understanding of where LLMs add value and where they need guardrails
• Ability to manage stakeholder expectations for AI-based systems: variability, confidence thresholds, and what the model should and should not do
• Strong ability to synthesise qualitative feedback and usage data into clear product insights - using AI-assisted tooling where it accelerates, not replaces, judgment
• Exceptional communication skills - translates between business language and product/technical language without l

Additional Information

Job Description This role sits at the intersection of business needs and AI product capability. The Product Analyst is the person who takes a business team from 'we've heard about our AI products' to 'we can't imagine working without them.' Working closely with the Product Manager/Builder and directly with business stakeholders, you own the full arc: discovering use-cases, running PoCs, enabling adoption, and feeding real-world evidence back into the product roadmap. Your work is what turns a product into a platform. Did you feel a hit of dopamine? Yes? Then keep reading. You combine strong analytical instincts with real stakeholder credibility. You know that adoption doesn't happen by accident - it takes structured discovery, honest PoC design, and sustained enablement long after launch day.

Your Match

How well this role fits your profile.

Company Intel

What employees say

Worked at Merck? Share your experience