Senior Machine Learning Engineer

Freeform is deploying software-defined, autonomous metal 3D printing factories around the world, bringing the scalability of software to physical production.
$140,000 - $250,000
Machine Learning
Senior Software Engineer
In-Person
5+ years of experience
AI · Robotics
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Senior Materials Engineer for metal 3D printing at Freeform, revolutionizing additive manufacturing with AI and robotics.

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Description For Senior Machine Learning Engineer

Freeform is deploying software-defined, autonomous metal 3D printing factories around the world, bringing the scalability of software to physical production. Our proprietary technology stack leverages advanced sensing, real-time controls, and data-driven learning to produce digitally-verified, flawless parts at unprecedented speed and cost. Our mission is to make the transformative power of 3D printing available to all industries at scale and unlock the future of innovation.

As a Senior Machine Learning Engineer at Freeform, you'll need extensive experience in advanced pattern recognition, predictive modeling techniques, and deep learning algorithms, and should have experience with machine learning as it relates to physics or the physical world. You will play a key role in designing, developing, and integrating critical data science infrastructure and developing custom machine learning algorithms from scratch. Ultimately your solutions will enable us to scale the first production-scale, high-quality, and fully-automated metal 3D printing factory architecture.

Key Responsibilities: • Design and develop data models for model predictive control in advanced metal 3D printing systems • Integrate data and physics-based models into a unified simulation framework • Develop deep learning frameworks for modeling complex laser melting printing technology physics • Create unsupervised learning algorithms to correlate data with printed part quality • Develop methods to correlate process data with geometric features • Collaborate with simulation engineers on thermo-mechanical response prediction models • Develop machine health monitoring learning modules • Work with software engineers to deploy data science algorithms and develop big data infrastructure • Create data models for end-to-end automation of advanced metal 3D printing platforms

We offer a unique opportunity to be an integral part of a rapidly growing company scaling world-changing technology. Benefits include significant stock options, fully paid health insurance, 401(k), relocation assistance, generous paid leave, and a collaborative work environment with regular team-building events.

Last updated 3 months ago

Responsibilities For Senior Machine Learning Engineer

  • 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 For Senior Machine Learning Engineer

Python
MongoDB
Cassandra
  • 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 For Senior Machine Learning Engineer

Medical Insurance
Dental Insurance
Vision Insurance
401k
Equity
Parental Leave
Relocation 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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