Product Manager, Machine Learning

Engineering moves at software speed. Manufacturing doesn't. Yet.  

Machina Labs is changing that. We build intelligent, software-defined factories that produce complex metal structures directly from digital design. By integrating advanced metal forming, robotics, and automated production inside a flexible factory architecture, we enable customers to move from prototype to production in weeks, not years.  

Backed by Lockheed Martin, Toyota, and NVIDIA, we're building the manufacturing infrastructure that defense, aerospace, and advanced mobility programs will run on.  

If you want to work on hard problems that matter and see them fly, drive, and defend, this is the place. 

• A bachelor's degree in computer science, electrical engineering, or a related engineering field. Or equivalent practical experience demonstrating the same depth 

• 5+ years of product management experience in technical software environments 

• A proven track record of shipping complex solutions. You define problems before solutions, drive engineering execution, and measure success by outcomes, not output. 

• Enough depth to steer technical direction with an ML team — you can debate architecture choices, know what data an approach requires, and recognize when one is a bad bet. 

• Deep curiosity about users. You get close to the people using your software and build products that genuinely improve how they work. 

• Outstanding communicator, comfortable presenting to executives, influencing teams across the company, and aligning collaborators 

We Prefer 

• Prior product experience where a model output is the product 

• Direct experience with machine learning or computer vision, whether from coursework, research, or models you built and trained yourself. 

• Experience building or using physics-based simulation