Data Quality Assurance Specialist for Large Language Models

3 days ago


Singapore BYTEDANCE PTE. LTD. Full time
Job Summary

We are seeking a highly skilled Data Quality Assurance Specialist to join our team at ByteDance PTE. LTD. As a core member of our LLM Global Data Team, you will be responsible for ensuring the highest quality of data used in training Large Language Models.

About the Role

Your primary focus will be on performing quality assurance and developing case studies to tackle intricate data challenges involving coding, with occasional work in mathematics. You will collaborate with product managers and algorithmic engineers to identify the most effective coding data for improving our LLMs. Additionally, you will engage in data research to craft strategic insights that guide our data production and gain direct experience in human feedback data production to understand the synergy between humans and data in LLM training.

Responsibilities
  • Perform quality assurance and develop case studies to tackle intricate data challenges involving coding, with occasional work in mathematics.
  • Collaborate with product managers and algorithmic engineers to identify the most effective coding data for improving our LLMs.
  • Engage in data research to craft strategic insights that guide our data production.
  • Gain direct experience in human feedback data production to understand the synergy between humans and data in LLM training.

Requirements

To succeed in this role, you will need to possess a Bachelor's degree in Computer Science, Information Science or a related technical discipline. At least 2 working years of experience in Software Engineering, Quality Assurance, Technical Writing, or related technical fields is required. Proficiency in one or more programming languages, including but not limited to Python, Java, Go, and C, is essential. Strong communication and problem-solving skills, effective execution and enforcement, and adeptness in document writing are also necessary.

Preferred Qualifications
  • Experience with large scale codebases or advanced coding skills in algorithm optimisation.
  • Experience in operations and technical writing.
  • Proven leadership skills, including mentoring team members and facilitating the swift onboarding of new hires.
  • A strong sense of responsibility and the ability to adapt to a high-intensity work environment.
  • A deep interest in LLMs, human behaviour, and user experience.

About Us


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