Senior Research Data Scientist
Tasks
- Advise teams on ML adoption
- Build research prototypes
- Conduct generative AI research
- Conduct multimodal learning research
- Conduct representation learning research
- Create reusable ML libraries and frameworks
- Design transformer model experiments
- Document best practices
- Evaluate transformer model performance
- Implement retrieval augmented transformer approaches
- Mentor data scientists
- Support distributed training for large models
- Translate prototypes into production solutions
Perks/Benefits
Skills/Tech-stack
BERT | Causal Transformers | Distributed Training | Embeddings | GPT | GPU Acceleration | Generative AI | Machine Learning | Multimodal Learning | PySpark | PyTorch | Python | Representation Learning | Retrieval-Augmented Generation | SQL | Sequence Models | Sequence to sequence | Sequence to sequence models | Statistical modeling | T5 | Time Series | Time Series Transformers | Transformer Architectures | Vector Databases
Education
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