ML Engineer, Product

Mach9 develops an AI-enabled CAD system using perception models for 3D scene understanding from LiDAR point clouds and imagery. The ML Engineer, Product will work with customers to build computer vision and machine learning pipelines, shipping product features end to end from data strategy and model training through evaluation and integration.

Responsibilities:

• Ship new extraction features end to end: scoping with product and customer-facing teams, data and labeling strategy, model selection or fine-tuning, evaluation, and integration into Digital Surveyor
• Build on existing model families and open-source tooling first (vision foundation models, VLMs, point-cloud backbones, classical geometry), and know what's out there and what each is good for
• Adapt our production models to new object classes, regions, and sensor types as customers bring them
• Build evaluation pipelines that measure improvements and regression alike
• Iterate on feature extraction pipelines according to customer feedback and metrics changes