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Python Full Stack Developer
2 weeks ago
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