Principal Applied Research Scientist – Generative AI and NLP
Tasks
- Adapt foundation models with parameter efficient methods
- Apply quantization aware training
- Build evaluation frameworks for generative systems
- Build training and evaluation workflows for production
- Create synthetic evaluation datasets
- Design knowledge distillation for smaller models
- Design tool use paradigms
- Develop agent-based systems
- Establish model validation best practices
- Fine-tune open-source foundation models
- Implement LLM as a judge evaluation
- Integrate AI pair programming tools into workflows
- Lead research strategy for generative AI models
- Mentor researchers and engineers
- Validate with human in the loop
Perks/Benefits
- N/A
Skills/Tech-stack
Adapters | Agent Frameworks | Agent Orchestration | DPO | Data Generation | Data Pipelines | Deep learning | Distributed Training | Efficient Fine Tuning | Evaluation Frameworks | Fine Tuning | Generative AI | Hugging Face | Human-in-the-loop | Information Extraction | Knowledge Distillation | LLM-as-a-Judge | Language Models | Language Processing | Large Language Models | LoRA | Machine Learning | Model Alignment | Model Compression | Multi-Agent | Multi-agent orchestration | Multi-step reasoning | Natural Language | Natural Language Processing | Parameter efficient fine-tuning | Preference optimization | Prompt engineering | Pseudo-labeling | PyTorch | Python | Quantization aware training | RLHF | Ranking | Summarization | Synthetic Data Generation | Synthetic data | TensorFlow | Text Classification | The Loop | Tool use | Transformer
Education
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