Machine Learning PhD Researcher

4 weeks ago

Seattle, Washington, United States Truveta Full time
Transformative Research in Healthcare

Truveta is a pioneering health provider-led data platform dedicated to Saving Lives with Data. Our mission is to empower researchers to find cures faster, enable clinicians to be experts, and help families make informed decisions about their care. To achieve this ambitious vision, we need a talented team of researchers and engineers with a unique blend of health, software, and big data expertise who share our company values.

Our Research Team
We are seeking a highly motivated and talented Machine Learning PhD Researcher to join our AI research team and contribute to our innovative projects in Large Language Modeling (LLM) and clinical data analysis. As a researcher, you will work closely with our team to design, develop, and refine large language models and generative models for various applications. You will utilize your expertise in machine learning and natural language processing to develop novel algorithms and methodologies for generative modeling tasks.

Key Responsibilities
  • Collaborate with researchers and engineers to design, develop, and refine large language models and generative models for various applications.
  • Utilize your 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.

Requirements
  • Currently pursuing a 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.
  • 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.

Preferred Qualifications
  • 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 training multi-modal foundation models.
  • Familiarity with cloud-based infrastructure and experience deploying large-scale machine learning models in production environments.
  • A track record of publications and contributions to the machine learning and natural language processing communities.

Why Truveta?
Be a part of building something special. Now is the perfect time to join Truveta. We have strong, established leadership with decades of success. We are well-funded. We are building a culture that prioritizes people and their passions across personal, professional, and everything in between. Join us as we build an amazing company together.

We offer:
  • Competitive compensation.
  • Company-issued laptop and equipment.
  • Opportunities for future full-time positions.
  • The hourly pay for this position is $45.

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