QTool Srl

Machine Learning Engineer

Italy

3 months ago
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Summary

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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