(Senior) Scientist, Machine Learning
Tasks
- Collaborate with experimental and technical teams to align models with data generation
- Contribute to long term machine learning strategy and technical direction
- Design learning objectives and model architectures with known constraints
- Develop and iterate on machine learning models for complex measurement data
- Explore and compare modeling strategies
- Investigate model behavior and failure modes
- Prototype and validate new modeling approaches
- Refine models for robustness and interpretability
Perks/Benefits
Skills/Tech-stack
Cloud Computing | Deep learning | Diffusion Models | Dimensional data | Experiment tracking | Generative Modeling | Geometric Deep Learning | High Dimensional Data | Inverse problems | Latent variable models | Machine Learning | Normalizing flows | Probabilistic Modeling | PyTorch | Python | Representation Learning | Reproducible Research | Series analysis | Structured Prediction | Time Series | Time Series Analysis
Education
N/A
Regions
Countries
States
Cities
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