Software Engineer (RAG and LLM)
Atlanta, Georgia, United States
A USD 135K-193K (estimate) Mid-level Full Time
Tasks
- Apply reranking for grounded responses
- Build conversation engine
- Create human feedback loops
- Debug complex issues
- Design and evolve APIs
- Design document ingestion and chunking
- Design evaluation harnesses and datasets
- Generate embeddings and indexing
- Implement LLM function calling
- Implement rag pipelines
- Integrate LLM workflows with internal systems
- Manage technical debt and bottlenecks
- Monitor hallucinations and grounding
- Optimize performance reliability and scalability
- Prevent regression with monitoring and testing
- Retrieve knowledge with hybrid and vector search
- Scale AI features across production environments
Perks/Benefits
- 401k
- Dental insurance
- Flexible PTO
- Home office stipend
- Life insurance
- Medical insurance
- Parental leave
- Vision insurance
- Work from home
Skills/Tech-stack
APIs | AWS | Automated testing | CI/CD | Docker | Embeddings | Function Calling | Git | GitHub Actions | LLM function calling | Language Models | Large Language Models | PostgreSQL | Python | Reranking | Retrieval-Augmented Generation | SQL | Vector Databases
Education
N/A
Roles
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