Machine Learning Engineer, App Ads and Gaming

TikTok
San Jose
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 3+ yearsEducation: bachelorsSkills: ["Data analysis","Feature engineering","Statistics","Experimentation","Analytics","Collaboration","Curiosity"]

Build and improve large-scale app ads delivery systems by developing novel machine learning ranking solutions. You’ll explore multi-stage ranking models, perform data analysis, and engineer features to maximize deep-funnel app ad efficiency. Partner with product managers, data scientists, and product strategy/operations teams to launch new app ads products and features, contributing to core system innovations for TikTok’s personalized advertising.

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FursaFursa
TikTok
TikTok
1 month ago

Machine Learning Engineer, App Ads and Gaming

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 23 hours agoStatus: Live

Job Summary

Build and improve large-scale app ads delivery systems by developing novel machine learning ranking solutions. You’ll explore multi-stage ranking models, perform data analysis, and engineer features to maximize deep-funnel app ad efficiency. Partner with product managers, data scientists, and product strategy/operations teams to launch new app ads products and features, contributing to core system innovations for TikTok’s personalized advertising.
Location: San Jose
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Develop a large-scale App Ads delivery system and improve its accuracy.
  • •Explore multi-stage ranking models, conduct data analysis, and develop feature engineering.
  • •Use machine learning models and ranking algorithms to innovate core App Ads systems.
  • •Build scalable foundations to maximize the efficiency of deep-funnel app ads delivery.
  • •Partner with product managers, data scientists, and product strategy/operations to launch new app ads products and features.

Key Requirements

  • •BS/MS degree in Computer Science, Computer Engineering, or a related major.
  • •3+ years applying machine learning methods for ranking.
  • •3+ years software development experience with strong coding skills, especially in Python/C++.
  • •Experience with TensorFlow, PyTorch, or MXNet is a plus.
  • •Experience with recommender systems and online experimentation/analytics, with strong statistics knowledge.
Experience:3+ yearsRecommender systemsOnline experimentationMachine learningDistributed systemsAdvertising
Education:Bachelor's in Computer Science, Computer Engineering, or other relevant majors
Skills:Data analysisFeature engineeringStatisticsExperimentationAnalyticsCollaborationCuriosity
Tech Stack:PythonC++TensorFlowPyTorchMXNet

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