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Posted 2h ago•Singapore

Research Engineer, Synthetic Data (Mid-Level)

MiddleSingaporeSalary undisclosed
Required Skills
PythonDockerLinux
Job Description

About the Role

Join an AI evaluation and reinforcement learning team building synthetic data pipelines for AI agents. You will turn real-world professional workflows into scalable training tasks and develop ways to measure whether those tasks improve model capabilities.

What You'll Do

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

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

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

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

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

What We're Looking For

  • Two or more years in software engineering, machine learning engineering, or AI research, with relevant experience building data pipelines or ML infrastructure.

  • Hands-on experience applying synthetic data research methods to build end-to-end generation pipelines.

  • Proficiency in Python and exp

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