Python DeveloperMJDP Resources • Philadelphia, PA, United States
Python Developer
MJDP Resources • Philadelphia, PA, United States
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- [job_card.full_time]
[job_card.job_description]Practical experience with open-source vector databases such as Qdrant, Chroma, Milvus, or pgvector Proven implementation of Retrieval-Augmented Generation (RAG) pipelines Experience generating and managing embeddings and metadata filtering Understanding of data privacy, air-gapped deployments, and enterprise security requirements Experience implementing access controls and audit logging Experience with LangChain or LlamaIndex Exposure to Rust, Go, or C++ for high-performance services Familiarity with Docker and Kubernetes for on-prem deployments Knowledge of inference frameworks (e.g., vLLM, llama.cpp, Hugging Face Transformers) Prior work in regulated or enterprise environments Reference architecture and deployment guidance Working prototype (LLM + vector DB + RAG) Documentation and knowledge transfer to internal teams
ONSITE
Core Experience
- Hands-on experience deploying open-source LLMs such as Meta Llama 3 and Mistral / Mixtral in on-prem or private environments
- Strong proficiency in Python for LLM inference, prompt engineering, and integration
- Experience with CPU-based inference, model quantization, and performance tuning
Vector Databases & RAG
Security & Governance
Nice to Have
Deliverables
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Python Developer • Philadelphia, PA, United States