Product Manager - Sustainability And Climate AI Solutions

MSCI Inc; Mumbai; On-site; INR 4,500,000 - 6,500,000; Full time

Benefits offered by this job

Flexible working arrangements

Global Orientation program

Learning@MSCI access to AI learning

Job summary

MSCI Inc. is seeking an AI Product Manager in Mumbai to own AI-enabled solutions for the Sustainability & Climate product suite.

The role focuses on AI Insights, MCP, data distribution, and agent workflows, collaborating with Product, Research, Engineering, and Legal to deliver scalable AI capabilities for regulated clients. You will engage clients to validate needs, develop prototypes, and drive the go-to-market and commercialization strategy for AI-powered offerings, while maintaining

Qualifications

• 7+ years in product management or related role with AI/ML or data distribution focus.
• Understanding of sustainability data and financial services clients.
• Ability to write clear engineering and client documentation.

Responsibilities

• Own product vision for AI interfaces and agent solutions across S&C data and MCP/AI Insights.
• Manage running and enhancement of S&C MCP and AI Insights platform on MSCI ONE.
• Define target use cases, map datasets and dashboards, validate with clients.
• Create internal and client documentation; enablement and governance support.
• Lead client demos, validate direction, and present roadmaps to leadership.

Skills

AI/ML product mgmt

Cross-functional leadership

Data distribution

Client engagement

Education

Bachelor's degree

Tools

Snowflake

APIs

MSCI ONE

Job description

Job Description:

Your Team Responsibilities

We are seeking an AI Product Manager to own the building and commercialization of new AI solutions across our Sustainability and Climate (S&C) 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 S&C 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.

Your Key Responsibilities

• Product & solution vision (cross-functional leadership): Own the product vision for AI interfaces and agent solutions — including S&C 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 S&C MCP and AI Insights interface: Own the ongoing running and enhancement of our new S&C 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 MSCI's S&C 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 S&C 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 S&C data is AI-ready for consumption by client AI assistants and third‑party AI connectors. Partner closely with the Product owner for S&C Data Distribution to ensure all S&C 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 S&C 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 clear 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

About MSCI

What we offer you

• Transparent compensation schemes and comprehensive employee benefits, tailored to your location, ensuring your financial security, health, and overall wellbeing.
• Flexible working arrangements, advanced technology, and collaborative workspaces.
• A culture of high performance and innovation where we experiment with new ideas and take responsibility for achieving results.
• A global network of talented colleagues, who inspire, support, and share their expertise to innovate and deliver for our clients.
• Global Orientation program to kickstart your journey, followed by access to our Learning@MSCI platform, AI Learning Center , LinkedIn Learning Pro and tailored learning opportunities for ongoing skills development.
• Multi‑directional career paths that offer professional growth and development through new challenges, internal mobility and expanded roles.
• We actively nurture an environment that builds a sense of inclusion belonging and connection, including eight Employee Resource Groups. All Abilities, Asian Support Network, Black Leadership Network, Climate Action Network, Hola! MSCI, Pride & Allies, Women in Tech, and Women's Leadership Forum.

At MSCI we are passionate about what we do, and we are inspired by our vision – to power better decisions. You'll be part of an industry‑leading network of creative, curious, and entrepreneurial pioneers. This is a space where you can challenge yourself, set new standards and perform beyond expectations for yourself, our clients, and our industry.

MSCI strengthens global markets by connecting participants across the financial ecosystem with a common language. Our research‑based data, analytics and indexes, supported by advanced technology, set standards for global investors and help our clients understand risks and opportunities so they can make better decisions and unlock innovation. We serve asset managers and owners, private‑market sponsors and investors, hedge funds, wealth managers, banks, insurers and corporates.

MSCI Inc. is an equal opportunity employer. It is the policy of the firm to ensure equal employment opportunity without discrimination or harassment on the basis of race, color, religion, creed, age, sex, gender, gender identity, sexual orientation, national origin, citizenship, disability, marital and civil partnership/union status, pregnancy (including unlawful discrimination on the basis of a legally protected parental leave), veteran status, or any other characteristic protected by law. MSCI is also committed to working with and providing reasonable accommodations to individuals with disabilities. If you are an individual with a disability and would like to request a reasonable accommodation for any part of the application process, please email [e-mail] and indicate the specifics of the assistance needed. Please note, this e‑mail is intended only for individuals who are requesting a reasonable workplace accommodation; it is not intended for other inquiries.