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Research Engineer
Meta
- Menlo Park, California, United States
- Menlo Park, California, United States
About
Responsibilities
- Design, implement, and evaluate novel, systemic, and foundational safety techniques for large language models and multimodal AI systems
- Create, curate, and analyze high-quality datasets for safety system and foundations
- Fine-tune and evaluate LLMs to adhere to Meta's safety policies and evolving global standards
- Build scalable infrastructure and tools for safety evaluation, monitoring, and rapid mitigation of emerging risks
- Work closely with researchers, engineers, and cross-functional partners to integrate safety solutions into Meta's products and services
- Lead complex technical projects end-to-end
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
- PhD in Computer Science, Machine Learning, or a relevant technical field
- 3+ years of industry research experience in LLM/NLP, computer vision, or related AI/ML model training
- Experience as a technical lead on a team and/or leading complex technical projects from end-to-end
- Publications at peer-reviewed conferences (e.g. ICLR, NeurIPS, ICML, KDD, CVPR, ICCV, ACL)
- Programming experience in Python and hands-on experience with frameworks such as PyTorch
- Hands-on experience applying state-of-the-art techniques to build robust AI system solutions for safety and policy adherence
- Experience developing, fine-tuning, or evaluating LLMs across multiple languages and capabilities (text, image, voice, video, reasoning, etc)
- Demonstrated experience to innovate in safety foundational research, including custom guideline enforcement, dynamic policy adaptation, and rapid hotfixing of model vulnerabilities
- Experience designing, curating, and evaluating safety datasets, including adversarial and borderline prompt cases
- Experience with distributed training of LLMs (hundreds/thousands of GPUs), scalable safety mitigations, and automation of safety tooling
Languages
- English
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