Software Engineer AI/ML
Core
Design, build, and maintain production-grade AI/ML products including LLM applications, forecasting models, and intelligent agents for commercial engine services operations.
Role type
Senior IC AI/ML Engineer (Product & MLOps)
Builds
LLM-powered applications, forecasting models, anomaly detection systems, intelligent agents, and MCP servers for supply chain optimization
Domain
Aerospace operations, commercial engine services, supply chain analytics
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, LLM application development, prompt engineering, RAG, vector databases, time-series forecasting, MLOps, AWS, Databricks, API development (FastAPI/Flask), model monitoring, experiment tracking
Preferred skills
Supply chain/manufacturing domain knowledge, Java/C#/TypeScript, SHAP/LIME explainability, bias detection, CI/CD, Lean/Agile/XP
Technologies
Python, AWS, Databricks, MLflow, Weights & Biases, FastAPI, Flask, GitHub, Visual Studio, Vector databases
Responsibilities
Define and evolve AI-powered software products; create MCP servers; package models as APIs; establish MLOps practices including experiment tracking and automated evaluation; design vector database architectures for RAG; drive AI/ML roadmap and proof-of-concepts; ensure responsible AI practices including bias detection and explainability
Seniority
Senior, hands-on IC with technical leadership