3D Machine Learning engineer

Start date: 01.12.2024 or later - Six months contract

We are looking for a talented, driven, and overachieving individual to join our dedicated start-up team. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge geometry generation solutions.

In this role, you will …

• Transfer, clean and store datasets from industrial machines
• Generating a model that takes into account the shape of the object in analysis and its correlation with the above dataset to forecast events
• Build data pre- and post-processing pipelines for the models
• Optimize test-time ML pipelines for speed and memory usage
• Build processes to validate performance and robustness of the test-time ML pipelines

In this role, you’ll need …

-A background in Machine Learning / Data science
-4+ years of relevant work experience
-Extensive experience in Python
-Experience using geometric processing libraries such as trimesh or cgal
-The ability to work on cutting-edge research projects, while having a product mindset
-Knowledge about the most common neural network architectures
-Experience in bringing ML models to production (MLOps)
-Some knowledge about Geometric parsing machine learning architectures
-Some knowledge about generative AI

Nice to have …

-Some experience with Julia, C/C++
-Some experience with ML frameworks, such as PyTorch, Flux.jl etc
-Some experience developing mathematical optimization algorithms
-Some experience in cloud computing / deployment including AWS, Docker, Apptainer
-Some knowledge of Italian