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
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