Armantec Systems - Python Developer - RAG/LLM

Job Summary

Key Responsibilities

1

Backend Development

• Develop and maintain robust APIs using FastAPI.
• Handle integrations with external APIs, including LLM APIs such as OpenAI, Anthropic, and Google Gemini.
• Design efficient database schemas for healthcare data storage.
• Data Pipeline Management :
• Implement ETL processes for structured and unstructured data.
• Create workflows for real-time data processing and delivery.
• System Optimization
• Optimize backend systems for performance and scalability.
• Conduct unit testing and debugging to ensure robust code quality.
• Collaboration and Documentation :
• Work with DevOps engineers for seamless deployments.
• Document code and processes to maintain high project transparency.
  

Skills And Qualifications

Core Skills :

• Experience with RAG Development,
• Proficiency in frameworks like LangChain, LlamaIndex and FastAPI.
• Experience with relational (PostgreSQL, MySQL), NoSQL (MongoDB) and vector databases (e.g., Qdrant, Faiss),
• Embedding models for search and chatbot applications
• Familiarity with LLM APIs such as OpenAI, Anthropic, and Google Gemini.
  

Healthcare Knowledge

• Familiarity with healthcare APIs (FHIR, HL7).
• Knowledge of security standards for healthcare applications.
  

Additional Skills

• Experience with containerization (Docker) and orchestration tools (Kubernetes).
• Knowledge of message brokers like RabbitMQ or Kafka
  

Salary : As per Industry

Job Mode : Hybrid