FreeForm ยท 2 days ago
Senior Machine Learning Engineer
Los Angeles, CA
Full-time
Onsite
Senior Level
$140K/yr - $250K/yr
5+ years expFreeform is deploying software-defined, autonomous metal 3D printing factories around the world, bringing the scalability of software to physical production. As a Senior Machine Learning Engineer, you'll be responsible for designing, developing, and integrating data science infrastructure and custom machine learning algorithms to enable the scaling of production-scale 3D printing technology.
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Responsibilities
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
Qualification
Required
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
Preferred
Master's or PhD in computer science, applied mathematics, machine learning, data science highly preferred
Experience with computational geometry
Proficient in data mining and statistical analysis
Experience with both supervised and unsupervised learning techniques
Experience with image processing
Proficient with NoSQL databases, such as MongoDB or Cassandra
Experience using query languages such as SQL or Hive
Knowledge of MATLAB
Creative thinker able to apply first-principles reasoning to solve complex problems
Excellent verbal and written communication skills
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
Company
FreeForm
FreeForm is a media production company offering film production and campaign strategy services.
11-50 employees
Funding
Current Stage
Early StageRecent News
2025-10-25
Company data provided by crunchbase