Senior Machine Learning Engineer
Core
Build and operate production ML systems for aviation safety analysis, processing large volumes of safety reports and operational data to identify risks and improve decision-making.
Role type
Senior hands-on IC machine learning engineer (NLP)
Builds
Production ML models and pipelines for safety management platforms
Domain
Aviation safety / NLP
Deliverable
production ML models
Required skills
Python, PyData ecosystem (pandas, scikit-learn), PyTorch/TensorFlow, MLOps frameworks (MLFlow, Weights & Biases), NLP, production ML system design, data/ML pipelines, model observability
Preferred skills
Aviation industry domain knowledge, mentoring/coaching engineers, software architecture trade-offs
Responsibilities
Own ML initiatives end-to-end from problem definition to production delivery; partner with product managers and engineers to deliver robust solutions; coach and mentor other engineers; design and evolve production systems
Seniority
Senior, hands-on IC