Meta's MRS AI Knowledge team is looking to revolutionize recommendation systems by leveraging AI, including LLMs and generative AI, to drive app growth across Facebook, Instagram, and Threads.
Requirements
- 1+ year(s) of industry work experience with an emphasis on AI Research in natural language understanding, machine learning, deep learning, or related fields
- Experience with language model training (ie. LLMs) or related ML/AI model training
- Experience working with machine learning libraries like Pytorch, Tensorflow, etc
- Experience focused in multimodal models, reinforcement learning, and/or reasoning
- Proven track record of achieving significant results as demonstrated by publications at leading workshops, journals or conferences such as ICASSP, INTERSPEECH, NeurIPS, ICML, ICLR, or similar
- Experience taking ideas from research to production
- Experience solving complex problems and comparing alternative solutions, tradeoffs, and different perspectives to determine a path forward
Responsibilities
- Collaborate, and execute on research that pushes forward the state of the art in large language model research
- Directly contribute to experiments, including designing experimental details, developing reusable code, running evaluations, and organizing results
- Contribute to publications and open-sourcing efforts
- Help identify long-term research goals as well as intermediate milestones
- Prioritize research that can be applied to Meta's product development
Other
- Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
- Experience working and communicating cross functionally in a team environment
