AI Domain Adaptation Research Specialist

6 days ago


San Francisco, California, United States Databricks Full time

**Company Overview:**

Databricks is a cutting-edge data and AI platform that enables organizations to solve complex problems, from security threat detection to cancer drug development. Our mission is to empower data teams to drive business value with their data.

The Mosaic AI organization at Databricks focuses on developing AI models and systems using enterprise data. We believe that high-quality AI models should be accessible to all companies, driving innovation and growth.

**Job Summary:**

We are seeking an exceptional AI researcher to join our team and push the boundaries of domain adaptation for large language models (LLMs) and AI systems. As an AI Domain Adaptation Research Specialist, you will work on projects that involve adapting LLMs and AI systems for custom domains, tackling open research problems in topics such as scaling/automating evaluation, fine-tuning with synthetic data, retrieval augmentation, and fast/efficient inference.

**Key Responsibilities:**

  • Adapt, improve, and evaluate methods from the literature for domain adaptation.
  • Design novel methods for domain adaptation.
  • Compose multiple methods to create new recipes for efficient post-training.
  • Evaluate LLMs and AI systems.

**Requirements and Qualifications:**

  • Pursuing a PhD in computer science or related fields (electrical engineering, neuroscience, physics, math, etc.).
  • Proficient software engineering skills, including PyTorch.
  • Research experience in deep learning fundamentals.

**What We Offer:

As a member of our research team, you will have the opportunity to work on challenging projects, collaborate with experienced researchers, and contribute to the development of innovative AI solutions. In addition, we offer a competitive **$125,000 - $150,000 per year** salary package, which includes a range of benefits and perks to support your career growth and well-being. Join us in shaping the future of AI and making a meaningful impact on businesses and society.



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