Data Scientist
Tasks
- Assess model explainability
- Assist grant writing and research proposals
- Build reproducible research pipelines
- Conduct literature reviews
- Debug code for complex dataset analysis
- Design and conduct experiments
- Develop AI models for decision making
- Develop NLP algorithms for multimodal data
- Follow responsible research conduct guidelines
- Maintain documentation on GitHub
- Manage lab logistics and server infrastructure
- Optimize LLM training for low resource environments
- Participate in ethics training and ensure research compliance
- Prepare manuscripts and abstracts for publication
- Preprocess data for model training
- Present findings at meetings
- Support lab members and collaborators
Perks/Benefits
- Dental insurance
- ECO pass
- Health insurance
- Hybrid work arrangement
- Paid time off
- Retirement plan
- Tuition benefit
Skills/Tech-stack
Adapters | Artificial Intelligence | Data Preprocessing | Deep learning | Fine Tuning | GPU Training | GitHub | Language Models | Language Processing | Large Language Models | Linux | LoRA | LoRA training | Machine Learning | Model Explainability | Model Fine-tuning | Multimodal Learning | Natural Language | Natural Language Processing | Prompt engineering | PyTorch | Python | Shell Scripting | Spacy | TensorFlow | Transformers | Unix
Education
Roles
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