Senior Machine Learning Engineer at Freeform

Los Angeles, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

3D Printing, Manufacturing, Additive ManufacturingIndustries

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

Skills

Machine Learning

Deep Learning

Predictive Modeling

Pattern Recognition

Data Science

Model Predictive Control

Physics-based Modeling

Unsupervised Learning

Simulation Frameworks

Laser Melting

3D Printing

Freeform

3D metal printing for manufacturing solutions

About Freeform

Freeform Future Corp specializes in 3D metal printing technology aimed at the manufacturing industry. Their process allows for the production of metal parts at a significantly reduced cost and time compared to traditional manufacturing methods. This technology serves a diverse clientele, from small businesses to large corporations, by simplifying the metal printing process and making it accessible to various industries. What sets Freeform apart from its competitors is its focus on speed and cost efficiency, enabling clients to produce parts quickly and affordably. The company's goal is to transform the manufacturing landscape by providing a reliable and efficient solution for metal parts production.

Los Angeles, CaliforniaHeadquarters

2019Year Founded

$57.4MTotal Funding

EARLY_VCCompany Stage

Industrial & Manufacturing, AI & Machine LearningIndustries

11-50Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

401(k) Retirement Plan

401(k) Company Match

Relocation Assistance

Paid Vacation

Paid Sick Leave

Paid Holidays

Parental Leave

Family Planning Benefits

Fertility Treatment Support

Significant Stock Options

Flexible Work Hours

Unlimited Paid Time Off

Wellness Program

Mental Health Support

Gym Membership

Phone/Internet Stipend

Home Office Stipend

Risks

Emerging competition from companies like Desktop Metal threatens market share.

Potential patent disputes with companies aggressively protecting intellectual property.

Supply chain vulnerabilities in metal powders could disrupt production.

Differentiation

Freeform offers software-defined, self-sufficient metal 3D printing factories globally.

Their technology combines advanced sensing, real-time controls, and data-driven learning.

Freeform provides digitally-verified, flawless parts at unprecedented speeds and costs.

Upsides

Increased adoption of digital twins enhances 3D printing integration in manufacturing.

On-demand manufacturing services create opportunities for flexible, customized 3D printing solutions.

AI-driven design optimization enables production of complex, lightweight metal parts.

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