Python Full Stack Developer

Project description
We need a Python Developer to work for a leading investment bank client.
Responsibilities
Design, develop, and maintain full-stack Python applications with modern frontend frameworks
Build and optimize RAG (Retrieval-Augmented Generation) systems for AI applications
Create and implement efficient vector databases and knowledge stores
Develop APIs that connect frontend interfaces with backend AI services
Implement and maintain CI/CD pipelines for AI applications
Monitor application performance and troubleshoot issues in production
Skills
Must have
Bachelor's degree in Computer Science, Software Engineering, or related field
4+ years of experience in full-stack Python development
Strong back-end proficiency with Python web frameworks (Django, Flask, or FastAPI)
Basic level of experience with modern front-end technologies (React, Vue, or Angular)
Hands-on experience building AI-powered applications
Knowledge of vector databases (Pinecone, Weaviate, Chroma, or similar)
Familiarity with LLM integration and prompt engineering
Experience with RAG architecture implementation
Strong SQL and NoSQL database skills
Excellent understanding of RESTful APIs and microservices
Nice to have
Experience with LangChain, LlamaIndex, or similar frameworks
Knowledge of containerization and orchestration (Docker, Kubernetes)
Familiarity with cloud platforms (AWS, Azure, or GCP)
Experience with streaming data processing
Understanding of semantic search principles
Contribution to open-source AI projects
Knowledge of AI/ML monitoring and evaluation metrics