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Senior Machine Learning Engineer
Develop a deep learning framework for modeling the complex physics associated with laser melting printing technology.
Los Angeles
Senior
$140,000 - 250,000 USD / year
3 months ago
Freeform
Custom, modular, and sustainable building solutions for diverse spaces and industries.
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✨ About The Role
- Design and develop data models for model predictive control in an advanced metal 3D printing system
- Integrate data models and physics-based models into a unified simulation framework
- Develop deep learning frameworks for modeling complex physics associated with laser melting printing technology
- Create unsupervised learning algorithms to correlate data with printed part quality
- Collaborate with simulations engineers to predict the thermo-mechanical response of printed parts
âš¡ Requirements
- Experienced machine learning engineer with a background in advanced pattern recognition, predictive modeling, and deep learning algorithms
- Proficient in Python, C/C++, and object-oriented languages with a strong understanding of machine learning as it relates to physics or the physical world
- Skilled in developing custom machine learning algorithms from scratch and integrating critical data science infrastructure
- Creative problem solver with the ability to apply first-principles reasoning to complex problems
- Excellent verbal and written communication skills, able to collaborate effectively with cross-functional teams
About Freeform
Custom, modular, and sustainable building solutions for diverse spaces and industries.