Axyde Analytics is hiring a Semantic Logic Engineer to lead the development of an inference pipeline. You’ll fine-tune compact language models, shape COA generation logic, and enable real-time query handling in degraded environment.
Containerize LLMs (Phi-2, Mistral 7B) using Ollama, llama.cpp, or comparable frameworks
Develop retrieval-augmented generation (RAG) pipeline
Tune semantic search indexes for logistics queries and COA alignment
Collaborate with UX and orchestration teams to enforce persona behavior and memory shaping
Benchmark inference latency and fallback behavior under DDIL (Denied, Degraded, Intermittent, or Limited) conditions
Hands-on LLM deployment experience (open-source, quantized, edge-friendly models)
Experience with embeddings, sentence transformers, Pinecone/Chroma-style vector stores
Prior DoD or national security application experience a plus
Python, FastAPI, containerization, and basic security awareness
Demonstrated ability to optimize for low-latency performance on CPU-only systems
Independent contractor (1099) or deliverable-based milestone work
Rate: $120K+ equivalent, with performance bonus at TRL-6 validation
Remote with infrequent travel to Alexandria, VA / Richmond, VA / Arizona
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