Senior Data Scientist - Security
Tasks
- Apply model alignment techniques
- Automate threat analysis and response workflows
- Benchmark model and application performance
- Build and improve data pipelines for training and inference
- Collaborate with software and hardware engineers on features and improvements
- Create and annotate domain specific datasets
- Develop agentic AI systems for security
- Develop models and algorithms for multi modal data
- Optimize and fine-tune models for performance and scalability
- Review code design documents use cases and test plans
- Use parameter efficient fine tuning
Perks/Benefits
- N/A
Skills/Tech-stack
Agentic AI | Alignment techniques | CUDA | CUDNN | Data Pipelines | Deep learning | Efficient Fine Tuning | Few-Shot Learning | Few-shot | Fine Tuning | Generative AI | Inference Optimization | LLM Fine-tuning | Language Models | Large Language Models | Machine Learning | Model Benchmarking | Model Distillation | Parameter efficient fine-tuning | Pruning | PyTorch | Python | Quantization | RAG | Retrieval-Augmented Generation | Self-Supervised Learning | Self-supervised | Supervised Learning | Synthetic data | TensorFlow | TensorRT | Tool-augmented reasoning | Unsupervised Learning | Zero-Shot | Zero-shot Learning
Education
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