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Research Engineer, Language - Personalization,…
- Meta (Menlo Park, CA)
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Summary:
Meta is seeking research engineers to help us build the solutions for Personalization of Meta AI. We're looking for researchers with LLM post training LLM expertise to join us on working with improving the personalization of LLM responses. Our team contributes to post training recipe, evaluations and tool calling for personalizing MetaAI’s responses. We are tackling complex challenges from synthetic data curation, developing reinforcement learning environments and recipes, user profiling at Meta’s scale and frontier paradigms that redefine what is possible Meta is hiring AI Research Scientists to join our team dedicated to enhancing the personalization of Meta AI. We are seeking experts in Large Language Model (LLM) post-training techniques to improve the relevance and individuality of LLM responses.Our work encompasses:Developing and refining post-training recipes.Designing evaluations for personalized responses.Implementing effective tool calling mechanisms.This role involves tackling frontier challenges at Meta's scale, including synthetic data curation, developing advanced reinforcement learning (RL) environments and recipes, and sophisticated user profiling to redefine personalization experience.
Required Skills:
Research Engineer, Language - Personalization, Meta Superintelligence Labs Responsibilities:
1. Collaborate with cross-functional teams to develop and improve personalization in Meta’s frontier foundation models
2. Directly contribute to experiments, including designing experimental details, developing reusable code, running evaluations, and organizing results
3. Prioritize research that can be applied to Meta's product development
4. Lead complex technical projects end-to-end
Minimum Qualifications:
Minimum Qualifications:
5. Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
6. Experience in Generative AI models and building LLM technologies particularly post training
7. Experience solving complex problems and comparing alternative solutions, tradeoffs, and different perspectives to determine a path forward
8. Programming experience in Python and hands-on experience with frameworks like Pytorch, Spark
9. Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
10. Proven experience of proactively identifying, scoping and implementing innovative solutions
Preferred Qualifications:
Preferred Qualifications:
11. Hands on experience in Personalization with LLMs particularly on designing agentic systems, RAG and Reinforcement learning based post training techniques
12. First author publications at peer-reviewed AI conferences (e.g., NeurIPS, CVPR, ICML, ICLR, ICCV, and ACL)
13. A PhD in AI, computer science, data science, or related technical fields
Public Compensation:
$88.46/hour to $257,000/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 [email protected].
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