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LLM Training Operations Specialist

2 months ago

Singapore BYTEDANCE PTE. LTD. Full time
About ByteDance

ByteDance is a leading technology company that aims to inspire creativity and enrich life through its innovative products and services. Founded in 2012, the company has made significant strides in developing a suite of products that cater to diverse user needs, including TikTok, Helo, Resso, Toutiao, Douyin, and Xigua.

Our Mission

At ByteDance, our mission is to create a platform that enables users to connect, consume, and create content in a seamless and engaging manner. We believe that creativity is the core of our purpose, and our products are designed to help imaginations thrive.

Our Team

As a core member of our LLM Global Data Team, you will be part of a dynamic and innovative team that is responsible for training Large Language Models (LLMs) with diverse data sets. You will gain first-hand experience in understanding the intricacies of data production, including drafting, revising, and quality-checking.

Your Role

As an LLM Training Operations Specialist, your role will involve:

  • Gaining direct experience in data production, including drafting, revising, and quality-checking, to understand the synergy between humans and data in LLM training.
  • Developing specialized skills in one of our data and content domains (including but not limited to language, reasoning, and safety).
  • Delivering high-quality annotation independently with limited supervision.
  • Checking annotation quality and providing mentorship and guidance to internal colleagues and external partners on specific topics.
  • Drafting and managing annotation guidelines and casebooks for specific annotation projects and tasks.

Qualifications

To be successful in this role, you will need:

  • Excellent proficiency in English with outstanding writing and critique skills.
  • Comfortable working in a project-based fast-paced environment, where quality standards iterate quickly with research and experiment progress.
  • At least 2 working years of experience in journalism, teaching, writing, or text editing is highly valued. Experience as RLHF annotators for leading AI/LLM companies is strongly preferred.
  • Candidates should be self-driven, intelligent, diligent, and skilled in providing mentorship and guidance to more junior members of the team.
  • A deep interest in LLMs, human behavior, and user experience is essential.

What We Offer

ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe, and so does our workplace. We are passionate about celebrating our diverse voices and creating an environment that reflects the many communities we reach.