Machine Learning Specialist
Core
Conduct original research on state-of-the-art Machine Learning algorithms and integrate them into larger programmatic systems for engineering decision-making.
Role type
Research-focused Machine Learning Specialist
Builds
Production ML models and algorithmic capabilities for advanced propulsion and engineering applications
Domain
Aerospace/Propulsion + Machine Learning
Deliverable
production ML models
Required skills
deep learning, representation learning, zero- or few-shot learning, active learning, reinforcement learning, natural language processing, ensemble methods, statistical modeling and inference, probabilistic graphical models, Gaussian processes, nonparametric Bayesian methods, Python, Java, Scala, C/C++, PyTorch, TensorFlow, Keras, Caffe, peer-reviewed publication
Preferred skills
multidisciplinary collaboration, field site coordination
Technologies
PyTorch, TensorFlow, Keras, Caffe
Responsibilities
Conduct research on state-of-the-art Machine Learning algorithms; Implement, train, and validate proposed algorithms; Contribute to integration of algorithms within larger programmatic systems; Publish research results in peer-reviewed scientific journals and present at conferences; Travel to coordinate research with collaborators and visit field sites
Seniority
Senior, hands-on IC researcher