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Full-Time

Senior Machine Learning Engineer

Posted on 6/27/2024

Freeform

Freeform

11-50 employees

Pioneering metal 3D printing for industries

Industrial & Manufacturing
Data & Analytics
Hardware

Compensation Overview

$140k - $250kAnnually

+ Stock Options

Senior, Expert

Los Angeles, CA, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
Data Science
Data Structures & Algorithms
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
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

At Freeform, the commitment to pioneering metal 3D printing through autonomous factories equipped with advanced sensing and real-time controls positions it as a leader in the industry. By leveraging data-driven learning, the company not only achieves flawless production speeds and cost-efficiency but also enhances the accessibility of transformative 3D printing technology across various industries. This focus on cutting-edge technology and efficient production makes it an ideal workplace for those passionate about innovation and industrial advancements.

Company Stage

Seed

Total Funding

$48.7M

Headquarters

, California

Founded

2019

Growth & Insights
Headcount

6 month growth

2%

1 year growth

9%

2 year growth

67%