ML Engineer

About this role

As an ML Engineer at Mach9, you will develop perception models for advanced AI-driven CAD systems, focusing on extracting 3D features from LiDAR data. This research-oriented role emphasizes transitioning innovative ideas into practical applications, enabling field professionals to leverage cutting-edge technology.

What you'll do

• Design and train computer vision and 3D ML models for CAD features.
• Translate ML research into product capabilities through prototyping and experiments.
• Manage models throughout their lifecycle from conception to integration.
• Create evaluation methodologies to meet surveying and engineering accuracy.
• Collaborate with infrastructure and product teams for model deployment.

What they're looking for

• Master's or PhD in related field or equivalent experience.
• Strong foundation in computer vision and deep learning.
• Experience in moving ML models from research to production.
• Knowledge of 3D perception geometric concepts.
• Excellent communication and collaboration skills.
• Proficient in Python and production-quality ML libraries.