Tech Lead Manager, Large Language Models & Generative AI

ByteDance ByteDance · Big Tech · San Jose, CA · R&D

Tech Lead Manager for Large Language Models & Generative AI focusing on developing long-term memory capabilities and delivering personalized chat, search, and recommendation experiences. Responsibilities include developing advanced AI algorithms, improving natural language understanding, full-stack development of large-scale ML and recommendation systems, and applying LLM techniques for information finding. Requires strong coding, analytical skills, and experience with NLU, Recall, Sort, large-scale search, recommendation, and LLM systems.

What you'd actually do

  1. Develop and implement advanced algorithms for AI applications to drive exploration and application of cutting-edge technologies.
  2. Improve natural language understanding, including intent recognition, structured/unstructured, characterization learning for short/long texts, etc.
  3. Responsible for the full-stack development of large-scale machine learning systems and recommendation systems, exploring the personalized application of ultra-large-scale models.
  4. Apply LLM-related techniques to explore information finding within large model-based AI applications.

Skills

Required

  • Bachelor's or above degree in Computer Science or related disciplines
  • Strong design and coding capability
  • Strong analytical and problem-solving skills
  • Proficient in one or more algorithmic strategies, such as NLU, Recall, or Sort
  • Familiarity with the latest Large Language Model (LLM) technologies
  • Experience in algorithm development such as large-scale search, recommendation, LLM system

Nice to have

  • Ph.D. degree in Computer Science, AI, or related fields
  • Hands-on experience in developing and deploying large-scale AI systems

What the JD emphasized

  • large-scale machine learning systems
  • recommendation systems
  • ultra-large-scale models
  • large-scale search
  • recommendation
  • LLM system

Other signals

  • large language models
  • generative AI
  • personalized chat
  • search
  • recommendation experiences
  • long-term memory capabilities