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How the world gets designed and made. #MakeAnything
Principal Research Scientist – Datasets
Location
Germany
Posted
35 days ago
Salary
0
Seniority
Lead
Job Description
Principal Research Scientist – Datasets
Autodesk
• Development of specialized datasets to evaluate, fine-tune, and train large 2D & 3D models for Design & Make • Design engineering benchmarks and evaluation frameworks, including task formulation, metric selection, and validation protocols, to assess model and dataset quality • Drive data collection projects from start to finish by gathering requirements, defining success metrics, and adjusting to the dynamic requirements of AI Research • Review relevant AI/ML literature to identify emerging methods, technologies, and best practices • Explore new data sources and discover techniques for best leveraging data
Job Requirements
- A Master's or PhD in a field related to AI/ML such as: Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, Architecture or related disciplines
- Good background in statistical methods for Machine Learning (e.g. Bayesian methods, HMMs, graphical models, dimension reduction, clustering, classification, regression techniques, etc.)
- Familiarity with Deep Learning techniques (e.g. Network architectures, regularization techniques, learning techniques, loss-functions, optimization strategies, etc.)
- Strong coding abilities in Python and/or C++
Benefits
- Health insurance
- 401(k) matching
- Flexible working hours
- Paid time off
- Remote work options
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