Software Developer/Engineer (LLM and Python)
Tri-Force Consulting Services Inc
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Job Details
Skills
- LLM
- Vector DB
- Meta Llama 3
- Mistral
- Mixtral
- Chroma
- Milvus
- Qdrant
- Retrieval-Augmented Generation
- RAG
- Rust
- Go
- C++
Summary
- 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
- 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
- Dice Id: 10115907
- Position Id: 9032402
- Posted 1 day ago
Company Info
Since 2000, Tri-Force Consulting Services has been an MBE/SDB certified IT consulting firm in the Philadelphia region. Tri-Force specializes in IT staffing, software development (web and mobile apps), systems integration, data analytics, system automation, cybersecurity, and cloud technology solutions for government and commercial clients. Tri-Force works with clients to overcome obstacles such as increasing productivity, increasing efficiencies through automation, and lowering costs. Our clients benefit from our three distinguishing core values: integrity, diligence, and technological excellence. Tri-Force is a six-time winner among the fastest-growing companies in Philadelphia and a four-time winner on the Inc. 5000 list of the nation's fastest-growing companies.
Hardik Nasit
Senior Technical Recruiter @ Tri-Force Consulting Services Inc
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