Software Engineer in Machine Learning Infra - Recommendation Architecture (ByteDance Singapore)

ByteDance
Singapore
Workplace: OnsiteFull timeFunction: Software EngineeringExperience: 3+ yearsEducation: bachelorsSkills: []

Build and optimize recommendation system architecture that delivers stable, high-availability online services and fast offline data flows. You’ll serve and train infrastructure for machine learning models, develop global large-scale recommendation systems, and solve system bottlenecks while reducing cost. The role includes researching and implementing computer/network software, improving testing and validation, and partnering with hardware engineers to integrate GPU-focused hardware and software for performance.

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FursaFursa
ByteDance
ByteDance
1 month ago

Software Engineer in Machine Learning Infra - Recommendation Architecture (ByteDance Singapore)

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 31 days agoStatus: Live
Reposted: similar role first listed 1 month ago

Job Summary

Build and optimize recommendation system architecture that delivers stable, high-availability online services and fast offline data flows. You’ll serve and train infrastructure for machine learning models, develop global large-scale recommendation systems, and solve system bottlenecks while reducing cost. The role includes researching and implementing computer/network software, improving testing and validation, and partnering with hardware engineers to integrate GPU-focused hardware and software for performance.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Software Engineering
Seniority: Mid level

Key Responsibilities

  • •Optimize infrastructure for serving and training machine learning models.
  • •Build and maintain high-performance online services for the TikTok recommendation system.
  • •Develop globalized large-scale recommendation systems.
  • •Research, design, and develop computer and network software for the recommendation platform.
  • •Collaborate with hardware engineers to integrate hardware/software systems and define specifications and performance requirements.

Key Requirements

  • •Bachelor’s degree or above in Computer Science or a related field, with 3+ years building scalable systems.
  • •Proficiency in at least one or two programming languages in a Linux environment (C/C++/Go).
  • •Understanding of GPU hardware architecture and GPU software stack, including CUDA and cuDNN, with experience in GPU performance analysis.
  • •Experience with deep model inference/training, debugging, tuning, and familiarity with model optimization tools such as TVM, MLIR, and XLA.
  • •Familiarity with mainstream machine learning frameworks such as TensorFlow, PyTorch, and MxNet.
Experience:3+ years
Education:Bachelor's in Computer Science
Tech Stack:LinuxCC++GoCUDACuDNNTVMMLIRXLATensorFlowPyTorchMxNet

Company Brief

ByteDance
Develops consumer internet and content platforms, including TikTok and other apps for short-form video, news, and entertainment. It also builds advertising, commerce, and creator tools that connect audiences, brands, and publishers across global markets.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Headquarters: Beijing, China
Founded: 2012
WebsiteLinkedIn