Senior Machine Learning Engineer (Casualty / Claims Intelligence)
Core
Build and ship statistical, ML, and hybrid LLM models on real claims data to support medical bill handling and claims decision-making in the auto casualty business.
Role type
Senior Machine Learning Engineer (Casualty/Claims Intelligence)
Builds
AI-native products for auto casualty claims, including medical bill processing and claims decision support tools.
Domain
Insurance / Auto Casualty Claims
Deliverable
production ML models
Required skills
Python, SQL, statistical modeling, LLM evaluation, RAG, embeddings, vector search, experiment design, ROI analysis
Preferred skills
Causal inference, survival analysis, model fine-tuning
Technologies
Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Vector Search
Responsibilities
Build and ship statistical, ML, and hybrid LLM models on real claims data; Design evaluations and gold datasets with data labelers and subject matter experts; Measure impact through experiment design, baselines, and ROI analysis
Seniority
Senior, hands-on IC