LLM Training Operation

2 weeks ago


Singapore BYTEDANCE PTE. LTD. Full time
Roles & Responsibilities

About ByteDance

ByteDance, established in 2012, is dedicated to igniting creativity and enhancing life. The company offers a range of more than a dozen products, such as TikTok, Helo, and Resso, tailored to different markets like Toutiao, Douyin, and Xigua in China. ByteDance has simplified and made connecting, consuming, and crafting content more enjoyable for users.

Join Our Team

At ByteDance, creation lies at the heart of our mission. Our products are geared towards fostering imagination and creativity. The teams behind our innovations embody this ethos. Together, we fuel creativity and enrich lives daily. Challenges are viewed as opportunities for learning, innovation, and collective growth. We defy the status quo and embrace courage. Collaboration and growth define us at ByteDance. This is how we drive impact for ourselves, our organization, and our users. Come and be part of our journey.

About the Team

If you join our LLM Global Data Team, you'll play a crucial role in our operations. You'll gain firsthand insights into training Large Language Models (LLMs) using varied data sets. Our structured rotation program will expose you to the intricate process of crafting and utilizing high-quality data. Upon finishing the rotation, you'll have the opportunity to specialize in your area of interest.

Your Responsibilities Will Include:

  • Gaining practical experience in data production by drafting, revising, and quality-checking to grasp the synergy between humans and data in LLM training.
  • Developing expertise in specific data and content domains, such as language, reasoning, and safety (SFT/RM).
  • Independently delivering top-notch annotation with minimal oversight.
  • Ensuring annotation quality and offering mentorship to colleagues and partners on specific topics post-incubation.
  • Creating and managing annotation guidelines and casebooks for designated projects and tasks.

Qualifications

Minimum Requirements:

  • Outstanding English proficiency with exceptional writing and critique abilities.
  • Adaptability to a dynamic, project-based environment where quality standards evolve rapidly alongside research and experimentation.

Preferred Qualifications:

  • Minimum of 2 years' experience in journalism, teaching, writing, or text editing is highly beneficial. Previous experience as RLHF annotators in leading AI/LLM companies is advantageous.
  • Self-motivated, intelligent, diligent individuals capable of mentoring and guiding new team members.
  • Keen interest in LLMs, human behavior, and user experience is crucial. The ideal candidate is a keen learner who finds diverse case studies and annotators engaging.

Note: A preliminary paper test is required for this role.

ByteDance is dedicated to fostering an inclusive environment where employees are recognized for their skills, experiences, and unique perspectives. As our platform connects individuals globally, so does our workplace. At ByteDance, our objective is to spark creativity and enhance lives. To realize this vision, we champion diverse voices and strive to create an inclusive work environment that mirrors the communities we serve. We are deeply committed to this ethos, and we invite you to join us.

Tell employers what skills you have

  • Text Editing
  • User Experience
  • Grant Writing
  • Mentorship
  • Teaching Writing
  • Journalism
  • Writing Copy
  • Writing
  • Copywriting
  • Copy Writing


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