Senior Machine Learning Engineer
Core
Senior ML Engineer leading the deployment of AI-driven simulation software for engineering and manufacturing, embedding models into customer production environments.
Role type
Senior IC machine learning engineer (delivery)
Builds
AI-driven simulation software stack for engineering and manufacturing
Domain
Deep-tech, numerical physics, aerospace & defense, materials, energy, semiconductors, automotive
Deliverable
production ML models (via careerplan.io/jobs/4678291101-senior-machine-learning-engineer-at-physicsx)
Required skills
end-to-end ML system design, scalable data pipeline construction, 3D point-cloud and mesh data manipulation, deep learning on CAE/CFD/FEA data, time-series forecasting, anomaly detection, optimization & control, cloud and on-prem deployment, technical leadership, mentoring
Preferred skills
experience in commercial non-research environments, ability to work side-by-side with customers
Technologies
Python, PyTorch, Pandas, fastAPI, Scipy, Kubeflow
Responsibilities
Own deployment of ML models and engineering surrogates to customer production environments; communicate results and trade-offs to senior stakeholders; lead scoping and architecture design for data/ML systems; build robust and scalable ML systems, training and inference pipelines and APIs; mentor and develop engineers and data scientists; travel to customer sites globally for 3-4 weeks per quarter; own scoping of new projects and work-streams
Seniority
Senior, hands-on IC with leadership responsibilities