LLM Performance Operations, ByteDance

LLM Performance Operations, ByteDance

Company ByteDance
Job title LLM Performance Operations, Analysts
Job location Singapore
Type Full Time

Responsibilities:

  • Gaining direct experience in LLM and LLM-relevant product performance measurement, including creating metrics, designing and conducting tests, to help tech and product teams to understand LLM and product performance.
  • Delivering performance and feedback analysis to identify issues in LLM training and product design.
  • Collaborating with product managers and engineers to build testing workflows, create feedback loops, and enhance the effectiveness of testing processes and standards.
  • Working closely with the annotation team to gauge the quality of training data sets.

Requirements & Skills:

  • Professional proficiency in English with excellent writing and critique skills.
  • Critical thinking and analytical skills are required.
  • Comfort with meeting deadlines and generating creative solutions, including the use of technology and tools, to enhance the quality of both individual and team outputs.
  • Experience in consulting, market research, auditing, operational process design, and improvement is valued. Experience as an NLP model and search product performance evaluator is strongly preferred.
  • A deep interest in LLM is essential.
  • The ideal candidate is an enthusiastic learner who finds engagement with diverse case studies stimulating.

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