Staff Engineer – AI/ML & Digital Twin
Tasks
- Collaborate with product development teams to influence roadmap
- Define automated scalable workflows for simulation adoption
- Deliver first of a kind AI assisted design exploration and surrogate modeling
- Deliver professional services training and technical guidance
- Develop automation digital twin workflows
- Improve prediction accuracy and reduce computational cost
- Integrate machine learning models into simulation pipelines
- Lead technical engagements across customer lifecycle
- Translate customer engineering workflows into AI enabled simulation solutions
- Validate and improve usability of AI enabled features
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Autoencoders | Azure | Cloud Computing | Convolutional Neural Networks | Digital Twin | Dimensionality Reduction | Feature Engineering | Fidelity modeling | HPC | High Performance | High-Performance Computing | Kubernetes | Learning operations | Machine Learning | Machine Learning Operations | Multi Fidelity Modeling | Neural Networks | Optimization | Performance Computing | PyTorch | Python | Recurrent Neural Networks | Reduced order modeling | Regression | Scikit-learn | Simulation | Surrogate modeling | System Modeling | TensorFlow
Education
Regions
Countries
States
Cities
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