Freeform
Metal 3D printing at any scale for all industries
3D Printing • Autonomous Manufacturing • Machine Learning • Data Science • Industrial Automation
11 - 50
Senior Machine Learning Engineer
June 5
🏢 In-office - Los Angeles
Freeform
Metal 3D printing at any scale for all industries
3D Printing • Autonomous Manufacturing • Machine Learning • Data Science • Industrial Automation
11 - 50
Description
• Design and develop data models used for model predictive control in an advanced production-scale metal 3D printing system • Integrate data models and physics-based models into a unified simulation framework • Develop a deep learning framework for modeling the complex physics associated with laser melting printing technology • Develop unsupervised learning algorithms to correlate data with printed part quality • Develop methods to correlate process data with geometric features • Work closely with simulations engineers to create data models to be used to predict the thermo-mechanical response of printed parts • Develop learning modules for machine health monitoring • Work with software engineers to deploy data science algorithms in production software • Guide software engineers to develop the big data infrastructure required to collect and process large amounts of production printing data • Develop data models used for the end-to-end automation of an advanced metal 3D printing platform
Requirements
• Bachelor's degree in computer science, applied mathematics, machine learning, data science, or similar technical discipline • 5+ years of experience in advanced machine learning • Proficient with Python, C/C++ or similar object oriented language • Proficient in advanced pattern recognition, predictive modeling and deep learning techniques • Experience with machine learning or data science as it relates to physics or the physical world
Benefits
• Significant stock option packages • 100% employer-paid Medical, Dental, and Vision insurance (premium PPO and HMO options) • Life insurance • Traditional and Roth 401(k) • Relocation assistance provided • Paid vacation, sick leave, and company holidays • Generous Paid Parental Leave and extended transition back to work for the birthing parent • Free daily catered lunch and dinner, and fully stocked kitchenette • Casual dress, flexible work hours, and regular catered team building events
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