ML Postdoc Researcher - LLMs & Generative AI

Truveta-posted 8 months ago
$55 - $70/Yr
Entry Level
Seattle, WA
251-500 employees
Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services
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Truveta is the world's first health provider led data platform with a vision of Saving Lives with Data. Our mission is to enable researchers to find cures faster, empower every clinician to be an expert, and help families make the most informed decisions about their care. Achieving Truveta's ambitious vision requires an incredible team of talented and inspired people with a special combination of health, software and big data experience who share our company values. We are seeking a highly motivated and talented Machine Learning Postdoctoral Researcher to join our AI research team and contribute to our innovative projects in the field of Large Language Modeling (LLM) and clinical data analysis. Beyond core capabilities, we are seeking problem solvers, passionate and collaborative teammates, and those willing to roll up their sleeves while making a difference. If you are interested in the opportunity to pursue purposeful work, join a mission-driven team, and build a rewarding career while having fun, Truveta may be the perfect fit for you.

  • 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.
  • 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.
  • 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.
  • Competitive compensation
  • Company-issued laptop and equipment
  • Opportunities for future full-time positions
  • The range for this position is $55-$70 per hour
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