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AIG is seeking a Data Scientist for their new Generative AI team, focusing on developing innovative AI solutions within the insurance sector. The role requires extensive experience in data science, particularly in NLP and ML, and offers a collaborative environment aimed at transforming risk management practices.
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Job Summary
This role involves leading the architecture, development, and delivery of enterprise-level Generative AI solutions within a groundbreaking new team.
Candidates will be responsible for designing scalable ML pipelines and RAG frameworks that integrate seamlessly with AIG's enterprise data structures.
The position requires monitoring solutions in production to ensure performance, reliability, and accuracy while collaborating with cross-functional teams.
Matching Summary
Match Score: 75
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AIG is seeking a Data Scientist for their new Generative AI team, focusing on developing innovative AI solutions within the insurance sector. The role requires extensive experience in data science, particularly in NLP and ML, and offers a collaborative environment aimed at transforming risk management practices.
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Skills & Requirements
Must-have
5+ years data science experience
Python expertise with PyTorch
LLM fine-tuning and prompt engineering
RAG framework design
Production ML pipeline oversight
Nice-to-have
Palantir platform experience
Ontology mapping for digital twins
Agile production environment mindset
Cross-functional technical leadership
Key Requirements
Master's degree in Data Science or Computer Science
5+ years practical experience with open-source LLMs
3+ years building GenAI solutions including validation pipelines
Proven track record delivering projects from conception to production