Truveta needs a Machine Learning Postdoctoral Researcher to contribute to innovative projects in Large Language Modeling and clinical data analysis to help achieve its vision of Saving Lives with Data.
Requirements
- Ph.D. in Computer Science, Electrical Engineering, or a related field, with a focus on machine learning, natural language processing (NLP), Large Language Models (LLMs), multi-modal foundation models, and generative AI
- Strong theoretical and practical background in NLP including experience with state-of-the-art architectures
- Proficiency in deep learning frameworks (e.g., PyTorch, TensorFlow, etc.) and libraries commonly used in NLP and Generative AI
- Solid programming skills in Python and the ability to write clean, efficient, and well-documented code
- Experience with distributed parallel training, large-scale multi-modal foundation and generative models
- Familiarity with parameter-efficient tuning techniques, Reinforcement Learning from Human Feedback (RLHF), and prompt engineering techniques
- Familiarity with cloud-based infrastructure and experience deploying large-scale machine learning models in production environments
Responsibilities
- Collaborate with researchers and engineers to design, develop, and refine large language models and generative models for various applications.
- Utilize expertise in machine learning and natural language processing to develop novel algorithms and methodologies for generative modeling tasks.
- Implement, train, and fine-tune LLM and GPT-like models on large-scale datasets to ensure optimal performance and accuracy.
- Stay up to date with the latest research advancements and techniques in the field of language modeling, generative modeling, and machine learning.
- Deliver the next generation of innovation in trustworthy healthcare.
Other
- Ph.D. in Computer Science, Electrical Engineering, or a related field
- Excellent problem-solving and troubleshooting abilities, along with a strong analytical mindset and persistence in resolving problems
- Strong communication skills and the ability to work effectively in a collaborative research environment
- Participation in the Postdoctoral Research program requires that you are physically present in the United States for the duration of the program
- Competitive compensation
- Company-issued laptop and equipment
- Opportunities for future full-time positions
