Research Engineer, Language

3 days ago

Menlo Park, California, United States Meta Full time
Meta is seeking a Research Engineer to join content and user understanding team, with a focus of Large Language Model (LLM). We conduct focused research and engineering to build state-of-the-art LLMs. As a key driver of Meta's app growth, we're dedicated use LLM-powered world knowledge to deliver exceptional user experiences across Facebook, Instagram, Threads, and more.
We are looking for engineers with a background in generative AI and NLP. Experience in areas like language model evaluation, data processing for pre-training and fine-tuning, LLM alignment, reinforcement learning for language model tuning, efficient training and inference, and/or multimodal modeling is desired.

Responsibilities
  • Build Multi-Modal LLM backbones
  • Prepare human-labeled or auto-generated data for pre-training and fine-tuning
  • Fine-tune/RLHF for downstream content understanding and user understanding tasks
  • Model evaluation with human labeling or auto judge
Minimum Qualifications
  • Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
  • Research experience in machine learning, deep learning, and/or natural language processing
  • Experience with developing machine learning models at scale from inception to business impact
  • Programming experience in Python and hands-on experience with frameworks such as PyTorch
  • Understanding of architectural patterns of large scale software applications

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