Note: The job is a remote job and is open to candidates in USA. AHI agilon health, inc. is seeking a Lead AI Insights Engineer to deliver production-grade AI products within their Tech Group. The role involves developing and deploying clinically appropriate AI products using LLMs, NLP, and ML tools while collaborating with various stakeholders to understand and address their needs.
Responsibilities
- Leverage LLM tools to drive early disease identification and clinical recommendations through agilon’s unstructured clinical data, including notes and images
- Create production-grade AI products, including the supporting data pipelines, monitoring, and performance analysis
- Communicate the value and opportunities of AI to internal stakeholders
- Collaborate with Market Operations, Insights Engineering, and Clinical teams to drive real-world outcomes
- Contribute to the development of our AI products in a fast-paced, agile environment
Skills
- 7+ Years of experience in a related field, including Analytics, Data Science, or Data Engineering
- 3+ Years in a healthcare setting, preferably value-based care
- Bachelor's and/or master's in a quantitative field, such as Computer Science, Data Science, or Mathematics
- Strong SQL skills and experience
- Advanced knowledge of at least one programming language outside of SQL
- Experience with cloud data engineering and AI infrastructure tools
- Experience with AI-enabled development practices and tools
- Deep knowledge of data sources and common analytical methods in healthcare
- Understanding of value-based care concepts in the US
- Intellectual curiosity and a passion for using data to solve real-world problems at scale
- Excellent communication skills and the ability to proactively explain complex concepts to non-technical stakeholders
- Enthusiasm for learning and adapting in a dynamic environment
- Prefer Snowflake + dbt
- Prefer Sigma
- Prefer python
- Such as Snowflake Cortex, dbt, AWS Sagemaker/Bedrock, etc
- Including MCP server development and context engineering best practices
- Including FHIR sources, claims, pharmacy, and lab data
Company Overview