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Posted 2h ago•Singapore

Research Engineer, Synthetic Data

MiddleSingaporeSalary undisclosed
Required Skills
PythonDockerLinuxLLMs
Job Description

About the Role

Join an engineering team at an early-stage AI company building infrastructure for training and evaluating AI agents. You will develop synthetic data pipelines and methods that turn real-world professional workflows into useful training tasks, helping improve AI capabilities across technical and professional domains.

What You'll Do

  • Build pipelines that generate realistic, structured, and challenging synthetic training tasks from domain-specific workflows.

  • Collaborate with subject-matter experts to create tasks across professional and technical domains.

  • Design methods and tools to generate, mutate, validate, and improve synthetic tasks.

  • Analyze agent performance to understand what tasks teach and where models fail.

  • Develop metrics for task diversity, realism, learnability, and overall quality.

What We're Looking For

  • Two to four years of relevant experience in software engineering, machine learning engineering, or AI research.

  • Hands-on experience applying synthetic data methods to build end-to-end data generation pipelines for AI or machine learning applications.

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