Data Scientist, GenAI
Data Scientist, GenAI
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Job Description
Data Scientist GenAI
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 youll be working alongside talented colleagues innovating and leading 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 guidance and collaboration will be critical to its success. To rapidly advance and innovate we need your skills and expertise to build and scale world-class products. If youre excited by the opportunity to create meaningful impact wed love to hear from you.
Who we are
AIG is a leading global insurance organization providing a wide range of property casualty insurance and other financial services. We provide world-class products and expertise to businesses and individuals in approximately 190 countries and jurisdictions.
At AIG were reshaping how the world manages risk and were inviting you to be a key part of that transformation. As our Data Scientist you will have the opportunity to make a meaningful impact leveraging and further developing your skills to guide groundbreaking AI initiatives. If youre 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 impact:
As a Data Scientist at AIG you will develop and deliver innovative AI solutions helping AIG to become a leader in applying AI & 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 well transform how data drives innovation creating smarter more efficient and personalized solutions that set new standards for the industry.
Your responsibilities include:
Supporting the development and implementation of data science and generative AI models that deliver real-world impact through getting hands-on in data engineering.
Collaborating with teams across the businessproduct managers business leaders engineers and othersto create data-driven solutions that make a difference.
Developing end-to-end data science & AI/ML projects from conceptualization to operational rollout while ensuring that all solutions align with ethical and regulatory standards.
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 LLMs performance on specific tasks.
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:
Stem (Math Physics Statistic computer science) PHD is a strong preference
PHD candidate or 2 years industry experience with masters degree
You bring knowledge of applied data scientist in a product development environment.
You have experience across the full ML lifecycle.
You have built frameworks to measure LLMs efficacy ground truth dataset quality and guide product development roadmap
You have experience or a strong willingness to learn data science techniques such as Gen AI deep learning machine learning statistical modelling NLP NLU.
Knowledge of Palantir platforms will be plus
Ability to leverage key Python packages for data wrangling machine learning and deep learning such as pandas scikit-learn TensorFlow torch transformers LangChain etc.
You have data engineering skills in Python and PySpark.
Experience and knowledge of using Generative AI models with a good understanding of deep learning model classes such as GPT VAE and GANs as well as their hyperparameters.
A track record of successfully academic paper in Gen AI area.
You have experience in data engineering programming and delivering scalable data solutions in complex environments.
Veterans are encouraged to apply.
#LI-CM1 #LI-AIG #AI #GenAI #artificialintelligence #DataScience #BigData
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 whats 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 securityas well as your professional developmentto 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 worlds 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
Were committed to creating a culture that truly respects and celebrates each others 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 AIGs 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 .
Functional Area:
Employment Type
Full-Time
