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Staff Machine Learning Engineer

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Staff Machine Learning Engineer in Others new

  • Singapore, Singapore

Responsibilities

  • Own end-to-end ML system execution across data pipelines, training workflows, evaluation systems, inference architecture, and deployment.
  • Fine-tune and adapt models using LoRA, QLoRA, SFT, DPO, and distillation.
  • Architect and operate scalable inference systems while balancing latency, cost, and reliability.
  • Design and maintain synthetic and real-world training-data systems.
  • Implement evaluation pipelines for performance, robustness, safety, and bias in partnership with research leadership.
  • Own production deployment, including GPU optimization, memory efficiency, latency reduction, and scaling policies.
  • Collaborate with application engineering to integrate ML systems into backend, mobile, and desktop products.
  • Detect, debug, and resolve production issues quickly while improving model and system quality safely.

Requirements

  • Experience building or shipping real machine learning systems used by people, rather than demos.
  • Comfort working with large models and understanding their failure modes.
  • Strong production-grade coding skills with a focus on system correctness.
  • Ability to work independently, exercise judgment, and take full ownership of outcomes.
  • Clear communication and effective collaboration in small, high-trust teams.

Bjak

Our mission is to develop technology based solutions to improve financial inclusion. We develop new & innovative platforms & services globally. For example, we are the first platform to simplify and digitise comprehensive life and medical insurance, supported by AI agent. BJAK is the largest insu...

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