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Research Engineer, Synthetic Data

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Research Engineer, Synthetic Data in Others new

  • Singapore, Singapore

Responsibilities

  • Design and build end-to-end synthetic data pipelines that turn domain-specific workflows into realistic training tasks.
  • Collaborate with subject-matter experts to create synthetic tasks for AI agents across professional and technical domains.
  • Develop methods to maximize synthetic task diversity, realism, and learnability.
  • Build tooling to mutate, validate, and iteratively improve synthetic tasks at scale.
  • Analyze model and agent performance to identify what synthetic tasks teach and where agents break down.
  • Define and implement metrics for synthetic task quality across diversity, realism, and learnability.

Requirements

  • Require 2 to 4 years of experience in software engineering, machine learning engineering, or AI research, focused on data pipelines, ML infrastructure, or synthetic data systems.
  • Require proficiency in Python and hands-on experience with Docker and Linux environments.
  • Require demonstrated experience applying synthetic data research methods to build generation pipelines end-to-end.
  • Require understanding of synthetic data quality criteria, including diversity, realism, learnability, and their limitations.
  • Require experience designing, implementing, or maintaining evaluation frameworks, benchmarks, or testing environments for AI agents or large language models.
  • Require a track record of independently owning and delivering technical projects with minimal predefined requirements or roadmap.
  • Require strong attention to edge cases, inconsistencies, and quality issues in synthetic or algorithmically generated datasets.
  • Familiarity with reinforcement learning paradigms, agentic AI workflows, or LLM post-training pipelines is a plus.
  • Strong communication skills for collaboration across time zones are required.

Benefits

  • Salary range is $150,000 to $250,000 USD annually.
  • Visa sponsorship is available.
  • The role is on-site in Singapore.

Salary: $150k - $250k/yr

Clera

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