Product Analyst

• Own instrumentation coverage for the AI pillar, defining events and properties for each AI surface and driving implementation with product managers and engineering
• Define feature-level KPIs and success metrics for Voice AI, Conversation AI, AI Employee, and Ask AI
• Partner with the Experimentation & Causal Inference lead to design and interpret AI experiments
• Distinguish real signal from instrumentation gaps, novelty effects, and data maturity
• Set measurement direction and standards for the AI analytics domain
• Establish canonical metrics and instrumentation contracts for other teams
• Mentor analysts as the pod grows
• Translate findings into recommendations for AI product managers and influence the roadmap
• Flag data gaps to Analytics Engineering and help shape the event taxonomy
• Use AI tooling such as Claude to accelerate exploration, documentation, and analysis

Lead Product Analyst – AI Products

• Support preparation of new product submissions and product life-cycle management for Apotex products in US and Canada markets
• Prepare submission and approval notifications for applications submitted to US and Canadian regulatory agencies
• Maintain documentation and database records for approved products
• Prepare and review quality regulatory PLCM submissions for US and Canada markets
• Support preparation of new product development submissions
• Maintain regulatory documents to support compliance
• Prepare pre- and post-approval supplements for regulatory product life-cycle management
• Assess change control documents and review change control forms
• Maintain regulatory databases and trackers for NPD, PLCМ, deficiency responses, and submissions
• Coordinate with third-party manufacturers regarding regulatory submission documents
• Provide backup support to team members
• Communicate and follow up with departments to compile and submit PLCM submissions and query responses
• Prepare or draft SOPs and regulatory guidelines as applicable
• Collaborate with internal departments to resolve regulatory issues
• Communicate with agents and suppliers to request or provide submission data
• Work safely and collaboratively to achieve outcomes
• Demonstrate Apotex values of Integrity, Teamwork, Courage, and Innovation
• Perform other relevant duties as assigned

Senior Analyst – Product Life Cycle Management

• Elicit, analyze, specify, and validate stakeholder business needs
• Collaborate with project sponsors to determine project scope and vision
• Conduct customer requirement-gathering interviews through workshops, questionnaires, surveys, site visits, workflow storyboards, use cases, and scenarios
• Define requirements-analysis scope, project impact, outcome criteria, and metrics
• Prioritize collected requirements with stakeholders and the project team
• Research and improve requirements-gathering processes
• Research products to meet requirements and support purchasing efforts
• Participate in quality assurance of solutions
• Analyze and verify requirements for completeness, consistency, feasibility, and standards conformity
• Develop requirements specifications, process models, diagrams, and charts
• Translate customer requirements into functional requirements for developers and project teams
• Conduct peer reviews of business requirements
• Interpret customer requirements into feasible options and communicate them to stakeholders
• Manage and track requirements throughout the project lifecycle
• Communicate business-requirement changes and solutions to project managers, sponsors, and stakeholders
• Communicate Program Increment plans and priorities and define PI goals
• Drive release behavior emphasizing discipline and quality
• Determine resource requirements and source talent with Tech Leads or Business Owners
• Integrate change-management elements
• Track delivery issues and risks and escalate as needed
• Validate acceptance criteria and definition of done before accepting features
• Manage Epic and Feature backlogs and Themes
• Shape design, development, and implementation requirements with partners and engineering teams
• Provide training, support documentation, business readiness, and service transition
• Provide consultative support in financial management, organizational change, vendor management, and operational excellence
• Analyze business drivers and metrics using analytics and visualization technology
• Report to the IT Manager and Team Lead - IT

• Own measurement of HighLevel’s AI product portfolio
• Run recurring business reviews from analysis through presentation to product leadership
• Define and document activation, adoption, north star, and penetration metrics
• Build and maintain Superset datasets, charts, and dashboards
• Audit reporting for hardcoded filters, stale queries, and drifted definitions
• Write SQL against ClickHouse and Snowflake, including semi-structured JSON columns
• Report product performance against the annual operating plan and re-forecasts
• Explain performance variances based on product developments
• Analyze retention, cohort behavior, and adoption funnels at the sub-account level
• Build AI usage unit economics, including model costs, cost-to-revenue ratio, and margin
• Report AI product quality, evaluation results, containment, escalation rates, and sampling design
• Reconcile conflicting figures across data sources
• Specify instrumentation with product managers before feature launches
• Analyze in-product behavior in Pendo
• Size roadmap opportunities and experiments
• Work directly with the VP of Product and AI product managers

Product Analyst jobs in India

Lead Product Analyst – AI Products

Senior Analyst – Product Life Cycle Management

Product Analyst

Senior Product Analyst – AI Products