Senior Data Scientist - Security and Networking Research
Tasks
- Benchmark model and application performance
- Build data pipelines for training and inference
- Collaborate with software and hardware engineers
- Create training feedback pipelines
- Develop and review code and design documents
- Develop machine learning models
- Fine tune models using parameter efficient methods
- Gather build and annotate domain datasets
- Implement machine learning algorithms
- Optimize model performance
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | CUDA | CUDNN | Data Annotation | Data pipeline | Deep learning | Few-Shot Learning | Few-shot | Generative AI | Hadoop | Image Processing | Language Processing | Machine Learning | Model Distillation | Model Inference | Model Training | Natural Language | Natural Language Processing | NoSQL | Pruning | PyTorch | Python | Quantization | RAG | Reranking | SQL | Self-Supervised Learning | Self-supervised | Supervised Learning | Synthetic data | TensorFlow | TensorRT | Time Series | Unsupervised Learning | Vector Databases | Zero-Shot | Zero-shot Learning
Education
Roles
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