Machine Learning Engineer - Measurement Signal and Privacy Technology

TikTok
San Jose
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Data analysis","Experimentation","Cross-functional collaboration","Program management","Project leadership"]

Build and improve machine learning and privacy-enhancing systems for TikTok Ads measurement. Develop ML/LLM algorithms for signal matching and ranking at massive QPS scale, optimize strategies through data experimentation, and lead distributed real-time systems for testing and deployment. Create ads-focused algorithms using large user behavior datasets across ranking, targeting, bidding, calibration, and reporting, partnering with product teams to define features and strategies.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
TikTok
TikTok
1 month ago

Machine Learning Engineer - Measurement Signal and Privacy Technology

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 1 hour agoStatus: Live

Job Summary

Build and improve machine learning and privacy-enhancing systems for TikTok Ads measurement. Develop ML/LLM algorithms for signal matching and ranking at massive QPS scale, optimize strategies through data experimentation, and lead distributed real-time systems for testing and deployment. Create ads-focused algorithms using large user behavior datasets across ranking, targeting, bidding, calibration, and reporting, partnering with product teams to define features and strategies.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Develop advanced ML and LLM algorithms for signal matching systems, including retrieval, ranking, and calibration modules.
  • •Iterate and optimize ranking algorithms and strategies through data analysis and experimentation.
  • •Lead development and operational work of large-scale, distributed real-time systems for testing, integrating, and deploying ML models.
  • •Create algorithms and data-driven solutions using large user behavior datasets for ads use cases such as ranking, targeting, bidding, calibration, and reporting.
  • •Collaborate with product teams to define product strategies and features.

Key Requirements

  • •Bachelor’s or Master’s degree in Computer Science, Computer Engineering, or related fields.
  • •Proficiency in general-purpose programming languages including Go, C/C++, or Python.
  • •Experience developing machine learning/deep learning algorithms at large internet companies in search, ads, or recommendation.
  • •PhD and research experience in AI fields such as ML, NLP, or CV (preferred).
  • •Experience leading complex projects with successful delivery (preferred).
Experience:AIMLNLPComputer visionInternet companiesSearchAdsRecommendation
Education:
Skills:Data analysisExperimentationCross-functional collaborationProgram managementProject leadership
Tech Stack:GoC/C++PythonMLLLMNLPCVRetrievalRankingCalibration

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