Machine Learning MLOps Engineer Graduate (Global SRE- GMPT) - 2027 Start

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Communication","Ownership","Drive"]

Build reliable MLOps systems that power TikTok’s global advertising machine learning lifecycle. You’ll define SLOs for online inference, improve offline training pipeline reliability, and lead capacity planning and performance optimization for GPU/CPU utilization. The role also includes enabling new ML frameworks and GPU platforms and designing automation tooling for monitoring, observability, diagnostics, quota management, and resource management.

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FursaFursa
TikTok
TikTok
14 hours ago

Machine Learning MLOps Engineer Graduate (Global SRE- GMPT) - 2027 Start

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Source: Company careers pageValidated by: Fursa AI
Last checked: 14 hours agoStatus: Live

Job Summary

Build reliable MLOps systems that power TikTok’s global advertising machine learning lifecycle. You’ll define SLOs for online inference, improve offline training pipeline reliability, and lead capacity planning and performance optimization for GPU/CPU utilization. The role also includes enabling new ML frameworks and GPU platforms and designing automation tooling for monitoring, observability, diagnostics, quota management, and resource management.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Define and drive SLOs for online ML inference systems to ensure reliability, availability, and performance.
  • •Improve reliability and operational excellence of offline ML training pipelines, increasing training job success rates.
  • •Lead infrastructure capacity planning and resource management for ML workloads, optimizing GPU/CPU utilization.
  • •Enable new ML frameworks and GPU platforms to support large-scale production deployment while maintaining model quality.
  • •Design, build, and maintain MLOps platforms and automation tools, including quota management, diagnostics, monitoring, and operational tooling.

Key Requirements

  • •Completing or recently completed a Bachelor’s/Master’s in Computer Science, Software Engineering, or related field.
  • •Expertise in Linux operating systems, networking, and storage.
  • •Experience programming in at least one of: Python, Go, C, C++, or Java.
  • •Experience troubleshooting application issues and/or production operations.
  • •Effective communication skills and a strong sense of ownership and drive.
Experience:Machine learningSREAds/recommendation/search
Education:Bachelor's in Computer Science or Software Engineering
Skills:CommunicationOwnershipDrive
Tech Stack:LinuxNetworkingStoragePythonGoCC++JavaGPUCPUMonitoringObservability

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn