GenAI Data Modeler

Talbot Underwriting Ltd; Dublin; On-site; EUR 70,000 - 120,000; Full time

Job summary

AIG is seeking a GenAI Data Modeler in Dublin to join its new Generative AI team. You’ll design and manage data models and ontologies for large-scale applications across geographies, ensuring governance and security.

You will collaborate with product owners, engineers and governance teams, apply Data Vault and Snowflake technologies, and help drive AI-driven data integration in insurance solutions. This role emphasizes in-office collaboration.

Qualifications

• 3NF, dimensional and Data Vault modeling experience.
• Strong SQL and data analysis skills.
• Knowledge of data governance, security and privacy.
• Experience with NoSQL databases.
• Experience with AI-driven data integration.

Responsibilities

• Create and manage enterprise data models and ontologies.
• Collaborate with product owners and engineers on data assets.
• Document architecture and promote governance standards.
• Ensure data quality, security, and privacy across applications.
• Monitor trends and apply insights to data lifecycle management.

Skills

Data modeling

SQL

Data Vault

NoSQL

AGILE

Data governance

Education

Bachelor's degree in a relevant field

Tools

Snowflake

MongoDB

Palantir Foundry

XML/JSON

ETL Tools

Job description

GenAI Data Modeler

Be part of something groundbreaking. At AIG, we are making long-term investments in a brand-new, innovative Generative AI team, designed to explore new possibilities for how artificial intelligence can be applied in insurance and beyond, and we need your help. With the support and investment needed to explore new frontiers in Generative AI, you’ll be working alongside talented colleagues, innovating and contributing to projects that will transform how we manage risk and serve our customers. This team is central to our vision of the future and the core of our business offering. We will incorporate best-in-class engineering and product management principles, and your contribution will be critical to its success. To rapidly advance and innovate, we need your skills and expertise to build world‑class products. If you’re excited by the opportunity to create meaningful impact at scale and shape the future of the insurance industry, we’d love to hear from you.

Who we are

AIG is one of the leading global commercial and personal insurance organizations, with one of the most far-reaching property casualty networks. We provide world‑class products and expertise to businesses and individuals in approximately 190 countries and jurisdictions. At AIG, we’re reshaping how the world manages risk, and we’re inviting you to be a key part of that transformation. As a Data Architect, you’ll have the opportunity to make a meaningful impact, leveraging and further developing your skills to guide groundbreaking AI initiatives. If you’re looking for a place to grow your career and where your contributions will shape the future, AIG is where you belong.

How you will create an impact

• Creating and managing data models and ontologies for large‑scale business applications across multiple geographies
• Assisting the design and integration of enterprise information assets, services, and business systems to ensure efficient data usage and compliance with governance standards
• Documenting and continuously improving data architecture systems, while educating teams on data governance standards and best practices
• Collaborating with product owners, engineers, and the Data Governance team to ensure high data quality, security, and privacy compliance across business applications
• Monitoring market and industry trends in data architecture and applying them to enhance AIG’s information lifecycle management and data integration processes

What is needed to be successful

• Data modeling and data analysis experience: You bring expertise in creating complex data models, and have a proven track record of modeling with 3NF, as well as dimensional and Data Vault methodologies, as well as contributing to the data architecture strategy at an enterprise level
• Strong data analysis, data profiling and SQL skills
• You have experience with best practices in data governance, security and privacy in modeling and data architecture
• Strong knowledge of data technologies, data design practices and data integration
• Passion for integrity and clarity of data
• Experience with master and reference data management
• Experience across sub‑functional data domain areas such as reporting, analysis, conceptualization and design of data assets across warehouses and marts
• You are passionate about using the latest technology for data innovation and are excited to use AI and LLM integration to innovate
• Experience (or certification) with data modeling tools, ETL tools, Snowflake, Dimensional Modeling, Data Vault modeling, ER modeling
• Experience (or certification) working with NoSQL databases like MongoDB, experience with XML / JSON
• Solid communication skills – verbal and written
• AGILE / Rally development experience or training required
• Experience with (or strong enthusiasm about) AI-driven solutions
• It would be nice if Experience in Data Warehousing
• Experience using Snowflake platform
• You have a good understanding of ontologies
• Experience with Palantir Foundry or similar tool is highly desired
• Experience in insurance or financial services is desired

Ready to solve bigger problems?

We would love to hear from you.

#LI-AIG #AI #GenAI #artificialintelligence #DataEngineering #DataMining

At AIG, we value in-person collaboration as a vital part of our culture, which is why we ask our team members to be primarily in the office. This approach helps us work together effectively and create a supportive, connected environment for our team and clients alike.

Enjoy benefits that take care of what matters

At AIG, our people are our greatest asset. We know how important it is to protect and invest in what’s most important to you. That is why we created our Total Rewards Program, a comprehensive benefits package that extends beyond time spent at work to offer benefits focused on your health, wellbeing and financial security—as well as your professional development—to bring peace of mind to you and your family.

Reimagining insurance to make a bigger difference to the world. American International Group, Inc. (AIG) is a global leader in commercial and personal insurance solutions; we are one of the world’s most far-reaching property casualty networks. It is an exciting time to join us — across our operations, we are thinking in new and innovative ways to deliver ever‑better solutions to our customers. At AIG, you can go further to support individuals, businesses, and communities, helping them to manage risk, respond to times of uncertainty and discover new potential. We invest in our largest asset, our people, through continuous learning and development, in a culture that celebrates everyone for who they are and what they want to become.

Welcome to a culture of inclusion. We’re committed to creating a culture that truly respects and celebrates each other’s talents, backgrounds, cultures, opinions and goals. We foster a culture of inclusion and belonging through learning, cultural awareness activities and Employee Resource Groups (ERGs). With global chapters, ERGs are a cornerstone for our culture of inclusion. The talent of our people is one of AIG’s greatest assets, and we are honored that our drive for positive change has been recognized by numerous recent awards and accreditations.

AIG provides equal opportunity to all qualified individuals regardless of race, color, religion, age, gender, gender expression, national origin, veteran status, disability or any other legally protected categories. AIG is committed to working with and providing reasonable accommodations to job applicants and employees with disabilities. If you believe you need a reasonable accommodation, please send an email to [e-mail].

Functional Area: DT - Data American International Group UK Limited, Ireland Branch & AIG Europe S.A. (Ireland Branch)

As a global risk leader with deep industry expertise and innovative solutions to smartly manage risk, AIG enables our clients’ growth in ways they never thought possible. We also do the same for our colleagues, because we know our people are our greatest strength – the source of every insight, every idea and every innovation. When we're working as one team to do what's right for our colleagues and our communities, we can achieve excellence together. We encourage colleagues to give back to the causes they care most about, supporting these efforts through our Volunteer Time Off and Matching Grants Programs. Join our Talent Community. Additional information about AIG can be found at www.aig.com | YouTube | Instagram| LinkedIn.