Machine Learning Engineer Graduate (Ads Signal & Measurement) - 2027 Start

TikTok
San Jose
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Communication","Eagerness to learn"]

Build machine learning and measurement systems for TikTok Ads, spanning signal quality, identity resolution, attribution modeling, and causal measurement. Work on end-to-end pipelines that feed higher-fidelity signals into ads ranking and delivery, and help power large-scale experimentation products like Conversion Lift and Brand Lift. Explore LLM-powered signal intelligence and collaborate with Product, Data Science, and Infrastructure to deploy production systems serving advertisers globally.

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FursaFursa
TikTok
TikTok
14 hours ago

Machine Learning Engineer Graduate (Ads Signal & Measurement) - 2027 Start

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

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

Job Summary

Build machine learning and measurement systems for TikTok Ads, spanning signal quality, identity resolution, attribution modeling, and causal measurement. Work on end-to-end pipelines that feed higher-fidelity signals into ads ranking and delivery, and help power large-scale experimentation products like Conversion Lift and Brand Lift. Explore LLM-powered signal intelligence and collaborate with Product, Data Science, and Infrastructure to deploy production systems serving advertisers globally.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Build and improve ML models for signal quality, including anomaly detection, signal recovery, denoising, and correction.
  • •Contribute to cross-platform identity resolution by improving Identity Graph precision and coverage via probabilistic matching models and graph algorithms.
  • •Design and implement attribution approaches, including multi-touch attribution (MTA), modeled conversions, and incrementality measurement.
  • •Apply signal, identity, and attribution data in downstream ads ranking models to improve conversion prediction and bidding/ranking quality end to end.
  • •Help build large-scale experimentation infrastructure and data pipelines powering products like Conversion Lift, Brand Lift, and Split Test; explore LLM-powered signal intelligence and collaborate with teams to ship production systems.

Key Requirements

  • •Completing or recently completed a Bachelor's or above degree in Computer Science, Statistics, Mathematics, Electrical Engineering, or a related technical discipline.
  • •A solid foundation in machine learning and statistics, including hypothesis testing, regression, probabilistic models, and ideally causal inference.
  • •Strong programming skills in at least one of Python, Go, Java, or C/C++ with a grasp of data structures and algorithms.
  • •Hands-on ML experience via coursework, research, internships, or personal projects using real-world data.
  • •Strong communication skills and eagerness to learn in a fast-paced environment.
Education:
Skills:CommunicationEagerness to learn
Tech Stack:PythonGoJavaC/C++SparkFlinkPyTorchTensorFlowLLMNLPA/B experimentation

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