Software Engineer Graduate (Ads Signal & Measurement) - 2027 Start

TikTok
San Jose
Workplace: OnsiteFull timeFunction: Software EngineeringEducation: bachelorsSkills: ["Communication","Eagerness to learn"]

Join TikTok Ads’ Signal & Measurement team to build large-scale systems and models for advertising effectiveness. You’ll develop signal quality pipelines (anomaly detection, recovery, denoising), improve cross-platform identity resolution, and implement attribution and incrementality measurement. Work on experimentation infrastructure and real-time data pipelines feeding ads ranking models, and explore LLM-powered signal intelligence while collaborating with Product, Data Science, and Infrastructure.

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FursaFursa
TikTok
TikTok
1 day ago

Software Engineer Graduate (Ads Signal & Measurement) - 2027 Start

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Last checked: 12 hours agoStatus: Live

Job Summary

Join TikTok Ads’ Signal & Measurement team to build large-scale systems and models for advertising effectiveness. You’ll develop signal quality pipelines (anomaly detection, recovery, denoising), improve cross-platform identity resolution, and implement attribution and incrementality measurement. Work on experimentation infrastructure and real-time data pipelines feeding ads ranking models, and explore LLM-powered signal intelligence while collaborating with Product, Data Science, and Infrastructure.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Software Engineering
Seniority: Graduate level

Key Responsibilities

  • •Build signal quality frameworks, including anomaly detection, signal recovery, denoising, and correction pipelines for advertiser conversion data reliability.
  • •Contribute to cross-platform identity resolution systems using probabilistic matching models and graph algorithms to improve Identity Graph coverage and precision.
  • •Participate in attribution modeling and implementation, including multi-touch attribution, modeled conversions, and incrementality measurement.
  • •Feed higher-fidelity signal, identity, and attribution data into ads ranking models to improve conversion prediction and bidding/ranking quality.
  • •Help build experimentation infrastructure and real-time data pipelines powering Conversion Lift, Brand Lift, Split Test, and cross-media measurement products.

Key Requirements

  • •Completing or having recently completed a Bachelor’s/Master’s degree in Computer Science, Statistics, Mathematics, or a related discipline.
  • •Strong programming skills in at least one of: Python, Go, Java, or C/C++.
  • •Solid foundation in data structures, algorithms, and computer systems fundamentals (operating systems, networking, databases).
  • •Foundational knowledge in statistics or machine learning (hypothesis testing, regression, probabilistic models).
  • •Strong communication skills and eagerness to learn in a fast-paced environment.
Education:Bachelor's in Computer Science, Statistics, Mathematics, or related discipline
Skills:CommunicationEagerness to learn
Tech Stack:PythonGoJavaC/C++LLMSparkFlink

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