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Data Dictionary & AI Leader

Marsh

5 - 10 years

Mumbai

Posted: 12/02/2026

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Job Description

The Data Dictionary & AI Lead position is part of Marsh Data team, which is part of the broader BCS organization. This role will report to the Global Data Head.


We are seeking an experienced and proactive Lead for Data Dictionary Development using AI capabilities, Documentation & Business Analysis. The roles main responsibility is to drive the development, standardization, and maintenance of enterprise-wide data definitions within our insurance business using internal AI and GenAI capabilities & tools. This role will also lead a pool of AI experts who will develop business definitions and Business Analysts who will be responsible for facilitating the revisions of the definitions with the Subject Matter Expert. The Lead ensures clarity, consistency, and accessibility of business-critical data across global and regional systems, enabling regulatory compliance and a data-driven culture.


This position requires exceptional communication and collaboration skills alongside deep data knowledge and experience working within insurance or/ and insurance brokerage industry.



We will count on you to:

Data Dictionary Ownership

  • Lead the development of the enterprise data glossaries and dictionaries covering key data domains (policy, claims, client, placement, finance, etc.) including the documentation, and maintenance respecting the roles and responsibilities as per enterprise data governance principles.
  • Define requirements for AI tools delivery related to creation of the data definitions across Marsh organization.
  • Define and standardize metadata, business definitions, data lineage, and usage guidelines.
  • Ensure alignment of data definitions across global and regional systems.

Collaboration & Stakeholder Engagement

  • Partner with business SMEs, data stewards, and IT teams to capture accurate definitions and validate consistency.
  • Work closely with regional/global data governance teams to ensure compliance with enterprise data standards.
  • Act as the central point of contact for questions related to data definitions and dictionary content.

Team Leadership & Resource Management

  • Lead, mentor, and manage a pool of AI experts and Business Analysts within the Data Definition team.
  • Allocate BA and AI resources across documentation initiatives, ensuring delivery timelines and quality standards are met.
  • Provide coaching, guidance, and performance feedback to build BA and AI capabilities in data documentation and governance.
  • Ensure effective collaboration between AI development team, BAs, business SMEs, and IT stakeholders.

Tools & Enablement

  • Leverage Marsh AI solutions for data definitions development, expert knowledge in AI prompting and creating AI agents
  • Implement and manage metadata/documentation tools to capture and share data dictionary content.
  • Provide training and awareness sessions for stakeholders on how to use and contribute to the data dictionary.
  • Enable integration of data dictionary with data quality, catalog, and lineage solutions.

Governance & Compliance

  • Embed dictionary updates into data governance processes, ensuring proper approvals and version control.
  • Support internal/external audits with accurate documentation of data definitions and ownership.
  • Ensure that the data dictionary supports regulatory requirements (e.g., GDPR, Solvency II, KYC/AML).

Continuous Improvement

  • Set up constant improvement process for AI tooling development with the feedback loop from business SMEs
  • Establish a process for regular updates and governance of the dictionary.
  • Monitor adoption and usage, collecting feedback to enhance usability.
  • Promote a culture of data transparency and accountability across the organization.


What you need to have:

  • Bachelors or masters degree in information management, Computer Science, Business, or related field.
  • 10+ years of experience in data management, governance, or related roles (insurance/financial services preferred).
  • 2+ years of experience in AI prompting, tooling, GenAI, prototyping AI agents' and own workflows
  • Strong understanding of insurance data domains (policy, claims, placement, reinsurance, client data, etc.).
  • Proven experience with metadata management, data catalogs, and documentation tools.
  • Understanding of information (e.g. sources, identifiers, standards, glossaries, and taxonomies) within the insurance industry data domain.
  • Excellent stakeholder engagement, communication, and facilitation skills.
  • Proven experience in leading Business Analysts (internal teams and/or vendor resources).
  • Knowledge of data governance frameworks and regulatory requirements.
  • Strong attention to detail and ability to manage large volumes of definitions with accuracy.
  • Understanding data technologies, including databases, data warehouses, and data lakes.
  • Excellent communication skills to effectively engage with stakeholders at all levels
  • Experience in project management, agile methodologies, and problem-solving. 3+ years of experience in Agile Product Management for internal or external products.
  • Experience within a change and transformation environment.


What makes you stand out?

  • Critical thinking and strong analytical skills and intellectual curiosity, strong out-of-the-box thinking, curious business and an ability to drive action.
  • Experience which demonstrates intellectual curiosity
  • Passion for identifying how emerging technologies can improve customer experience and drive value in the insurance industry especially in AI / Gen AI and/ or Data domain
  • Demonstrated competency in managing stakeholders in a dynamic and diverse working environment.

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