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
Job Type: Temporary
Contract length: 6 months
Pay: €30,000.00 - €60,000.00 per year
Education:
Master's (Preferred)
Experience:
Software development: 3 years (Required)
Language:
English (Required)
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