Machine Learning Staff Scientist at NSF-NCEMS
Penn State University Park, United States
R
USD 61K-89K Senior-level Full Time
Tasks
- Build and optimize predictive and generative models
- Collaborate on design and development of machine learning approaches
- Develop end-to-end ML workflows for multi-omics data
- Implement scalable training and inference pipelines
- Prepare datasets through data wrangling and standardization
- Stay updated with ML advances
- Support publication of data products and models
Perks/Benefits
Skills/Tech-stack
Biology Concepts | Data Preprocessing | Deep learning | Epigenomics | GPU Computing | Genomics | Graph Neural Networks | HPC | JAX | Machine Learning | Multi-Omics | Multi-omics Data | Neural Networks | Omics Data | Probabilistic Models | Proteomics | PyTorch | Python | Research Software Engineering | Research software | Scikit-learn | Single cell data | Single-cell | Software Engineering | TensorFlow | Transcriptomics | Transformers | Version control
Education
Regions
Countries
States
Cities
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