Research Scientist

Company: Oumi PBC
Location: Palo Alto
Posted on: March 10, 2025

Job Description:

About OumiWhy we exist: Oumi is on a mission to make frontier AI truly open for all. We are founded on the belief that AI will have a transformative impact on humanity, and that developing it collectively, in the open, is the best path forward to ensure that it is done efficiently and safely.What we do: Oumi provides an all-in-one platform to build state-of-the-art AI models, end to end, from data preparation to production deployment, empowering innovators to build cutting-edge models at any scale. Oumi also develops open foundation models in collaboration with academic collaborators and the open community.Our Approach: Oumi is fundamentally an open-source first company, with open-collaboration across the community as a core principle. Our work is:

• Open Source First: All our platform and core technology is open source
• Research-driven: We conduct and publish original research in AI, collaborating with our community of academic research labs and collaborators
• Community-powered: We believe in the power of open-collaboration and welcome contributions from researchers and developers worldwideRole OverviewThe Research Scientist will be an integral part of Oumi's research team, focusing on advancing the state-of-the-art in large language models (LLMs), vision language models (VLMs), and related technologies. This role involves conducting cutting-edge research, contributing to open-source projects, and collaborating with other researchers and engineers. Researchers at Oumi will work on various aspects of LLM/VLM development including training, evaluation, data curation, and benchmark development.What you'll do:
  • Model Development: Conduct research on training and evaluating new Large language models (LLMs), Vision Language Models (VLMs), and other AI models. This includes exploring new architectures, training techniques, and optimization methods.
  • Data Curation: Develop methodologies for curating high-quality datasets for training and evaluating LLMs. This may involve data synthesis and other novel techniques.
  • Benchmark Development: Develop evaluation benchmarks to measure the performance of LLMs across various tasks and domains.
  • Research and Experimentation: Design and conduct experiments to validate research hypotheses and improve model performance.
  • Open Source Contribution: Contribute to the Oumi open-source platform, models and projects, and other relevant tools and libraries.
  • Collaboration: Collaborate with other researchers, engineers, and the broader community to advance the field of open-source AI.
  • Publication: Publish research findings in leading conferences and journals.
  • Platform Evaluation: Evaluate existing models and identify areas of improvement.
  • Flexibility: Work with various models, including text and multimodal models, and both open and closed models.
  • Problem Solving: Focus on the research that matters by skipping the plumbing and moving straight to research, building on the work of others and contributing back.What you'll bring:
    • Education: A Ph.D. or MSc. in computer science, machine learning, artificial intelligence, or a related field is preferred. Candidates with a strong publication record, or equivalent industry experience will be considered.
    • Research Experience: Demonstrated experience in conducting original research in machine learning, with a strong publication record in top-tier conferences or journals.
    • ML Expertise: Deep understanding of machine learning and deep learning concepts, with specific knowledge of large language models (LLMs) and/or vision language models (VLMs).
    • Programming Skills: Strong programming skills in Python and experience using deep learning frameworks (e.g. PyTorch).
    • Open Source: Familiarity with open-source projects and a passion for contributing to the open-source community.
    • Initiative: A self-starter who can work independently and take ownership of initiatives.
    • Values: Share Oumi's : Beneficial for all, Customer-obsessed, Radical Ownership, Exceptional Teammates, Science-grounded.Benefits
      • Competitive salary: $140,000 - $220,000
      • Equity in a high-growth startup
      • Comprehensive health, dental and vision insurance
      • 21 days PTO
      • Regular team offsites and events
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Keywords: Oumi PBC, Palo Alto , Research Scientist, Other , Palo Alto, California