ML Infra Engineer Intern (Ads Infra) - 2027 Summer

TikTok
San Jose
InternshipFunction: Healthcare (Clinical, Medical, Wellness)Skills: []

Build and optimize advertising recommendation and data systems for large-scale ML training, online serving, and privacy enforcement. You’ll design and operate large-scale data pipelines, develop ML platforms for distributed training and model lifecycle management, and explore MLLM use in advertising. The role also involves applying AI agents for workflow orchestration and failure diagnosis, plus building GPU allocation and utilization optimization systems.

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FursaFursa
TikTok
TikTok
15 hours ago

ML Infra Engineer Intern (Ads Infra) - 2027 Summer

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Source: Company careers pageValidated by: Fursa AI
Last checked: 15 hours agoStatus: Live

Job Summary

Build and optimize advertising recommendation and data systems for large-scale ML training, online serving, and privacy enforcement. You’ll design and operate large-scale data pipelines, develop ML platforms for distributed training and model lifecycle management, and explore MLLM use in advertising. The role also involves applying AI agents for workflow orchestration and failure diagnosis, plus building GPU allocation and utilization optimization systems.
Location: San Jose
Employment Type: Internship
Job Function: Healthcare (Clinical, Medical, Wellness)
Seniority: Intern level

Key Responsibilities

  • •Develop and optimize advertising recommendation models across training, evaluation, inference, and user behavior sequence modeling.
  • •Build large-scale data pipelines for sample generation, joining, feature processing, storage, and data quality assurance.
  • •Develop ML platforms for distributed training, model distribution, online serving, and lifecycle management.
  • •Explore MLLM applications in advertising, including data production, model training, fine-tuning, and inference optimization.
  • •Apply AI agents for workflow orchestration, resource scheduling, failure diagnosis, and automated operations.

Key Requirements

  • •Currently pursuing a Bachelor's or Master's in Computer Science, AI, Machine Learning, or a related discipline.
  • •Proficiency in at least one programming language such as C++, Python, Go, or Java.
  • •Solid knowledge of data structures, algorithms, machine learning, and computer systems.
  • •Familiarity with recommendation systems, MLLMs, distributed systems, ML platforms, or large-scale data processing.
  • •Experience with deep learning frameworks, distributed training, GPU scheduling, AI agents, or cloud-native technologies is a plus.
Education:
Tech Stack:C++PythonGoJavaMLLMsDistributed systemsGPU schedulingCloud-native technologiesDistributed trainingOnline serving

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