Meta is seeking a Research Engineer to build state-of-the-art Large Language Models (LLMs) to enhance user experiences across its platforms like Facebook, Instagram, and Threads.
Requirements
- 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
- Multimodal LLM
- LLM evaluation
- LLM pre-training
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
Other
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
