We are seeking an AI Product Manager to own the building and commercialization of new AI solutions across our Sustainability and Climate (SC) product suite. Responsibilities will include owning and expanding our new MCP / MSCI AI Insights solution and leading the build and commercialization of new AI agents for the SC business.

The ideal candidate combines strong product management capabilities with a deep understanding of data, data distribution (API, Snowflake, etc), emerging AI applications, and the needs and workflows of investors and other regulated financial services clients. You will work closely with Product, Research, Engineering, Data Operations, Legal and Client Coverage colleagues to define and deliver AI-powered capabilities that unlock value at scale. You will interact with clients to understand their evolving needs in relation to AI, and with potential third party partners to establish new business growth opportunities.

Responsibilities

- Product solution vision (cross-functional leadership): Own the product vision for AI interfaces and agent solutions - including SC data AI-readiness, MCP, AI Insights and agentic workflow tools - identifying client needs and use cases, sizing opportunities, creating prototypes with relevant cross-functional stakeholders and validating ideas with clients, translating prototypes into requirements and acceptance criteria for engineering, and leading launch and commercialization with cross-functional colleagues.
- Ownership of the SC MCP and AI Insights interface: Own the ongoing running and enhancement of our new SC MCP, and accompanying AI Insights platform experience on MSCI ONE.
- Partnership with Product, data, and research experts: Work closely with product, data, and research experts to define target use cases, understand client workflows (today and in future AI-first world) and ground truth for AI products, and map the datasets, dashboards, and sources those features draw from.
- Documentation and enablement: Own and build documentation for internal training, client enablement,



and ongoing feature updates, keeping it aligned with the underlying data model as datasets, factors, and dashboards evolve.
- Sustainability and climate data expertise: Maintain a working understanding of MSCIs SC datasets and the data structures and taxonomy unique to each, using that expertise to validate AI-generated outputs against methodology before they reach clients.
- Distribution and delivery mechanisms: Understand how SC data reaches its clients via API, Datafeeds, Snowflake, and platforms such as MSCI ONE, and partner with engineering on the data architecture questions that affect how MCP tools and AI Insights query and present that data, and ensure SC data is AI-ready for consumption by client AI assistants and third-party AI connectors. Partner closely with the Product owner for SC Data Distribution to ensure all SC datasets are transformed to be AI-ready and high-performing within our AI tools.
- Senior stakeholder communication: Present product vision, roadmap, and business cases - including pricing and packaging options - to senior stakeholders for alignment and investment, and support client AI-governance and due-diligence questionnaires with Legal and Compliance.
- Client-facing validation: Lead client presentations, demos, and working sessions with senior client stakeholders to validate direction and build advocacy ahead of launch, representing the voice of the client in prioritization trade-offs.
- Roadmap ownership and success metrics: Own the end-to-end roadmap for AI interfaces and agent solutions, including SC data AI-readiness, MCP, AI Insights, and agentic tools. Report adoption, quality,



and business-impact metrics to leadership on a regular cadence.

Your skills and experience that will help you excel

- 7 years in product management or other related role, including ownership of AI/ML-enabled or data-distribution products - financial data, ESG/sustainability, or index/analytics experience preferred.
- Solid understanding of sustainability and climate data domains (ESG ratings scores, sustainability data, carbon emissions and climate risk metrics, etc) and comfort with complex, evolving data taxonomies.
- Working knowledge of AI/LLM concepts: retrieval-augmented generation, semantic search, vector embeddings, similarity scoring, hallucination mitigation, agentic AI architectures, and MCP or comparable tool-calling protocols.
- Familiarity with data distribution mechanisms - APIs, data feeds, cloud data warehouses (Snowflake), and client-facing UI platforms.
- Demonstrated ability to write transparent requirements for engineering and user documentation for clients.
- Strong executive presence - comfortable presenting to senior internal stakeholders and high-profile client stakeholders.
- Track record of excellent cross-functional collaboration across Engineering, Research, Programme Management, Legal, Client Coverage and Marketing.
- Demonstrated enthusiasm and curiosity for learning about and using cutting-edge AI tools and technologies

Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying. Role: Product Manager - Other, Industry Type: Financial Services, Department: Product Management, Employment Type: Full Time, Permanent Role Category: Product Management - Other Education UG: Any Graduate PG: LLM in Law read more

Key Skills RecruitmentFinancial servicesWorkflowDue diligenceProduct managementPackagingData structuresData architectureCVSMCP

📌 Product Manager - Sustainability & Climate AI Solutions (Mumbai)
🏢 MSCI Services
📍 Mumbai