Distinguished Machine Learning Engineer
Core
Architecting and evolving GEICO's Generative AI and virtual agent platforms to support productivity and service quality for 20K+ contact center employees.
Role type
Distinguished Machine Learning Engineer (AI Platforms)
Builds
Enterprise-wide GenAI and agentic workflow platforms
Domain
Insurance / Generative AI
Deliverable
production ML models
Required skills
Large-scale distributed systems architecture, Generative AI platform design, LLM orchestration, RAG systems, Agentic workflows, Vector databases, Cloud infrastructure (AWS/Azure), CI/CD and production operations
Preferred skills
Multi-agent systems, Semantic knowledge graphs, Workflow orchestration, Observability for GenAI
Technologies
LangChain, LlamaIndex, Elasticsearch, Qdrant, Milvus, Pinecone, Weaviate, Snowflake, Kafka, Spark, Ray, Airflow, Temporal, Prefect, LangSmith, Arize Phoenix, Weights & Biases, OpenTelemetry, Kubernetes, GPT, Llama, Mistral, Claude
Responsibilities
Define and evolve foundational architecture for GenAI platforms, Serve as final technical authority on complex architectural decisions, Establish multi-year technical strategy and roadmaps, Lead evaluation and selection of core technologies and frameworks, Mentor senior engineers and technical leads, Tackle complex technical challenges affecting system-wide performance
Seniority
Distinguished, enterprise-wide technical authority
