Senior AI Engineer
Tasks
- Architect production AI systems end to end
- Build agentic medical companion workflows
- Build human in the loop evaluation gates
- Create document understanding extraction pipelines
- Create golden datasets
- Design retrieval-augmented generation systems
- Detect model drift
- Develop LLM evaluation infrastructure
- Develop LLM powered clinical decision support
- Drive engineering practices code review observability incident response
- Enable model routing and inference cost budgets
- Engineer model latency and cost optimizations
- Implement LLM as judge evaluation
- Implement PHI safe logging
- Implement automated verification systems
- Implement prompt versioning
- Implement streaming caching prompt compression
- Lead AI engineering architecture direction
- Mentor and educate engineers on applied AI best practices
- Monitor model cost and performance
- Operationalize model feedback loops
- Perform AI ML vendor technical due diligence
- Provide trace span observability
- Replay from production for debugging
- Serve production models with rollback paths
- Set up online A B evaluation
- Translate clinical requirements into AI product specs
Perks/Benefits
- 401k contributions
- CEU support
- Continuing Medical Education Support
- Fertility and family planning
- Fitness perks
- Flexible time off
- Health and wellness benefits
- OneMedical membership
Skills/Tech-stack
A/B | A/B Testing | Adversarial Testing | Airflow | B testing | BAA Management | Caching | Chunking | Cost Optimization | DBT | Dagster | Drift Detection | FastAPI | Flask | Function Calling | Golden datasets | Guardrails | HIPAA | Hybrid search | LLM orchestration | LLM-as-judge | Language Models | Large Language Models | Latency optimization | Model routing | Observability | Online Experimentation | Online evaluation | PHI Safe Logging | PHI handling | Prompt Compression | Prompt versioning | Python | Regression testing | Reranking | Retrieval-Augmented Generation | Safe Logging | Snowflake | Span Level Monitoring | Streaming | Tool-Calling | Traceability | Vector Search
Education
N/A
Roles
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