Senior Python Backend Developer / ML Engineer (IR-535)
Tasks
- Build LLM pipelines and orchestration
- Build backend APIs
- Build feature pipelines
- Collaborate with product teams on requirements
- Deploy and operationalize machine learning models
- Develop RAG systems
- Develop microservices with FastAPI
- Implement MLOps and model monitoring
- Implement async task processing with Celery
- Implement dependency injection and layered architecture
- Implement vector search and hybrid search
- Integrate LLM providers
- Integrate OCR and document processing
- Maintain API documentation with OpenAPI Swagger
- Optimize LLM cost and performance
- Research and prototype new architectures
- Scale inference for large datasets
- Set up multi tenant data isolation
- Troubleshoot using logging and distributed tracing
- Write unit tests and integration tests
Perks/Benefits
- Career path
- Flexible hours
- Team events
- Training workshops
- Udemy courses
- Work from anywhere
- Work-life balance days
Skills/Tech-stack
AB Testing | Abstract Base Classes | Async/Await | Asyncio | Audit Logging | Azure DevOps | Azure Key Vault | Batch inference | CI/CD | Celery | Chroma | Cloud Storage | Computer Vision | Context Assembly | Continuous Training | Dependency Injection | Distributed tracing | Docker | Drift Detection | FastAPI | Feature Engineering | Feedback loops | GPT-4 | GPT-4 Vision | GitHub Actions | Hugging Face | Hybrid search | Integration Testing | Interface Design | Key Management | Key Vault | Kubernetes | Langchain | Langfuse | Langgraph | Llamaindex | MLflow | Microservices | Model Drift | Model Drift Detection | Model Serving | Model feedback | Model feedback loops | Model versioning | Multi-tenant | Multi-tenant architecture | NLP | OCR | OpenAPI Swagger | Pinecone | PostgreSQL | Pydantic | Python | Rate Limiting | Real Time | Real-time Inference | Reranking | Response Generation | Retrieval-Augmented Generation | SOLID | SQL | SQLAlchemy | Secure key management | Structured Logging | Tenant architecture | Testing | Type Hints | Unit Testing | Vector Databases | Weaviate
Education
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