Lead Applied Data Scientist, GenAI

Posted 2 Days Ago
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Atlanta, GA
Senior level
Insurance
The Role
The Lead Applied Data Scientist will develop and deploy AI solutions at AIG, focusing on Generative AI technology. Responsibilities include managing data science projects from conception to rollout, collaborating with cross-functional teams, enhancing LLM performance, and driving continuous improvements in AI capabilities.
Summary Generated by Built In

Lead Applied Data Scientist, GenAI

As a Lead Applied Data Scientist at AIG, you will support the development and delivery of innovative AI solutions, helping AIG to become a leader in applying Generative AI to solve complex business challenges. This is an exciting opportunity to shape a newly formed team with the resources and support to explore fresh, creative approaches. With your expertise, we’ll transform how data drives innovation, creating smarter, more efficient, and personalized solutions that set new standards for the industry.

Your responsibilities include:

  • Own the end-to-end development and deployment of data science and GenAI/ML models from conceptualization to operational rollout, while ensuring that all solutions align with ethical and regulatory standards.
  • Collaborating with teams across the business—product managers, business leaders, engineers, and others—to create data-driven solutions that make a difference.
  • Fostering a collaborative and innovative environment where knowledge-sharing and creativity thrive among the data science community
  • Utilize Retrieval-Augmented Generation (RAG) and Prompt Engineering and few-shot techniques to enhance LLM's performance on specific tasks
  • Build evaluation frameworks to measure LLMs efficacy, ground truth dataset quality, and guide product development roadmap
  • Driving continuous improvement of AI capabilities by staying at the forefront of emerging technologies and identifying how they can enhance our operations.
  • Contributing to day-to-day direction of multiple components of Data Science activities

What is needed to be successful:

Required applied skills

  • You bring significant experience as an applied data scientist and/or data engineer
  • You bring recent hands-on experience with Retrieval-Augmented Generation (RAG), prompting and model fine-tuning
  • You have experience across the full ML-Ops lifecycle
  • Ideally applied experience in financial services or insurance
  • You have deep expertise in data science techniques such as deep learning, machine learning, statistical modelling, NLP

Required Applied Tools Experience

  • You have strong data engineering skills in Python and PySpark
  •  You are proficient with one or more modern AI/ML platforms (e.g. Palantir Foundry, AWS SageMaker, Azure ML or Snowflake), and are experienced with cloud-based cognitive services
  • Strong experience using key Python packages for data wrangling, machine learning and deep learning
  • Experience using GitHub code version

Ready to set new industry standards? We would love to hear from you.

Veterans are encouraged to apply.

#LI-CM1 #LI-AIG #AI #GenAI #artificialintelligence #DataScience #BigData

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 belonging

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 our flexible work arrangements, diversity and inclusion learning, cultural awareness activities and Employee Resource Groups (ERGs). With global chapters, ERGs are a cornerstone for our culture of inclusion. The diversity 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 [email protected].  

Functional Area:

DT - Data

AIG PC Global Services, Inc.

Top Skills

Pyspark
Python
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The Company
HQ: New York, NY
49,681 Employees
On-site Workplace
Year Founded: 1919

What We Do

We're a leading global insurance organization with operations in more than 80 countries and jurisdictions. We provide a wide range of property casualty insurance, life insurance, retirement solutions, and other financial services to support our clients in business and in life through our General Insurance, Life & Retirement and Investments business units.

What unites us across all of these offerings is our commitment to helping individuals, businesses and communities prepare for and respond to times of uncertainty. Whether serving those facing natural disasters or millions of Americans striving for a financially secure retirement, we have the specialist expertise to help clients better manage risk.

We’re also committed to doing the right thing for our people and the communities where we work and live. It’s why we seek to offer what matters to our ever-diversifying team - like flexible and creative work environments, professional growth opportunities and forums to advocate for one another and incite change. We encourage employees to give back to the causes they care most about, supporting these efforts through our Volunteer Time Off and Matching Grants Programs.

Join us as we share our stories from around the organization. #LifeatAIG

AIG Social Media Community Guidelines: https://www.aig.com/communityguidelines

Facebook: http://www.facebook.com/AIGInsurance
Twitter: http://twitter.com/AIGinsurance
YouTube: http://www.youtube.com/aig

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