3D Machine Learning Engineer

Azienda

At Go Additive, our mission is to be a catalyst for change in the world of manufacturing. We strive to provide our clients with cutting-edge AI-optimization tools and digital manufacturing solutions that drive cost reductions, enhance product performance, and streamline production processes. By fostering a culture of innovation and collaboration, we aim to advance the adoption of additive manufacturing technologies, creating a more sustainable and efficient global manufacturing ecosystem.

Mission

In this role, you will …

• Set up from the ground up 3D machine learning models. This entails: Design and Train models, plus making autonomous decisions about data collection and labelling
• Design novel machine learning algorithms to solve real-world problems
• Build data pre- and post-processing pipelines for the machine learning models
• Optimize test-time ML pipelines for speed and memory usage
• Build processes to validate performance and robustness of the test-time ML pipelines

Profilo

• A background in Machine Learning / Computer Graphics
• 4+ years of relevant work experience
• Extensive experience in Julia and Rust
• Experience using geometric processing libraries such as openvdb, trimesh, opengl, cgal
• The ability to work on cutting-edge research projects, while having a product mindset
• Knowledge about the most common neural network architectures such as AE, VAE, MLP, CNN, transformer
• Experience in bringing ML models to production (MLOps)
• Some knowledge about 3D / geometric machine learning architectures
• Some knowledge about generative AI