Machine Learning Staff Scientist at NSF-NCEMS
Penn State University Park, United States
R
USD 65K-122K Senior-level Full Time
Tasks
- Build and optimize generative models
- Collaborate with research working groups
- Design machine learning approaches
- Develop machine learning workflows
- Implement scalable training and inference pipelines
- Perform data wrangling and quality control
- Prepare machine learning ready datasets
- Stay current with machine learning advancements
- Support publications of data products models and code
- Train and validate predictive models
Perks/Benefits
- N/A
Skills/Tech-stack
Autoregressive models | CNN | Causal Inference | Classification | Clustering | Computer Vision | Conda | Containers | Data Quality | Data Standardization | Data Wrangling | Data harmonization | Data quality control | Deep learning | Diffusion Models | Dimensionality Reduction | Feature Engineering | GNN | GPU Computing | Generalized Linear Models | Generative Modeling | Git | HPC | JAX | Language Processing | Linear Models | Model Benchmarking | Multi-Omics | Natural Language | Natural Language Processing | PyTorch | Python | Quality Control | RNN | Regression | Representation Learning | Scikit-learn | Self-Supervised Learning | Self-supervised | Sequence Modeling | Series modeling | Statistical modeling | Supervised Learning | TensorFlow | Time Series | Time Series Modeling | Transformers | Uncertainty Quantification | Variational Autoencoders | Version control | Weakly-Supervised Learning
Education
Regions
Countries
States
Cities
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