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AI Research Scientist, Language

3 months ago

Menlo Park, United States Meta Full time

Summary:

We are looking to hire an experienced Research Scientist to help us measure capabilities of GenAI models. The ideal candidate is knowledgeable about how to use evaluations and datasets to allow us to evaluate our models across different text and multimodal (speech, image, video) capabilities. This involves researching existing benchmarks available as well as coming up with novel approaches to evaluate our GenAI models.

Required Skills:

AI Research Scientist, Language - GenAI Evaluations Responsibilities:

  1. Design and implement methods to evaluate our LLMs on different text and multimodal capabilities.

  2. Adapt standard eval methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU).

  3. Work with a large and globally distributed team across multiple functions to understand the the needs and align on goals and outcomes.

  4. Contribute to publications and open-sourcing efforts.

  5. Play a significant role in healthy cross-functional collaboration.

Minimum Qualifications:

Minimum Qualifications:

  1. Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.

  2. PhD in Computer Science, Computer Engineering, relevant technical field

  3. 3+ year(s) of work experience in a university, industry, or government lab with emphasis on AI Research in machine learning, deep learning, and/or natural language processing.

  4. Programming experience in Python and hands-on experience with frameworks such as PyTorch.

  5. Exposure to architectural patterns of large scale software applications.

  6. Direct experience in building evals for generative AI and LLM research

  7. Domain-Relevant Research Publications accepted at peer-reviewed AI conferences (e.g., NeurIPS, CVPR, ICML, ICLR, ICCV, and ACL)

Preferred Qualifications:

Preferred Qualifications:

  1. First author publications at peer-reviewed AI conferences (e.g., NeurIPS, CVPR, ICML, ICLR, ICCV, and ACL).

  2. Experience in developing and debugging in Python

Public Compensation:

$143,000/year to $208,000/year + bonus + equity + benefits

Industry: Internet

Equal Opportunity:

Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Meta participates in the E-Verify program in certain locations, as required by law. Please note that Meta may leverage artificial intelligence and machine learning technologies in connection with applications for employment.

Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@fb.com.