Machine Learning Engineer Intern (Search Ads) - 2027 Summer

TikTok
San Jose
Workplace: OnsiteInternshipFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Critical thinking","Problem-solving"]

Build and iterate core machine-learning models for Search Ads monetization, including semantic matching, active learning, ranking strategies, and CTR/CVR modeling. Work on NLP and query understanding such as query classification, seq2seq, NER, knowledge graphs, and bidword optimization. Contribute to ads pacing/traffic control algorithms and collaborate with product and strategy teams to define features and improve ROI across TikTok and related apps.

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FursaFursa
TikTok
TikTok
14 hours ago

Machine Learning Engineer Intern (Search Ads) - 2027 Summer

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

Job Summary

Build and iterate core machine-learning models for Search Ads monetization, including semantic matching, active learning, ranking strategies, and CTR/CVR modeling. Work on NLP and query understanding such as query classification, seq2seq, NER, knowledge graphs, and bidword optimization. Contribute to ads pacing/traffic control algorithms and collaborate with product and strategy teams to define features and improve ROI across TikTok and related apps.
Location: San Jose
Workplace: Onsite
Employment Type: Internship
Job Function: Data Science & Machine Learning
Seniority: Intern level

Key Responsibilities

  • •Participate in developing a large-scale ads system.
  • •Develop and optimize relevance models and strategies (e.g., semantic matching, active learning, ranking strategy).
  • •Build and iterate ML-based ads algorithms.
  • •Improve NLP and query understanding (e.g., query classification, seq2seq, NER, knowledge graph, bidword optimization).
  • •Research and develop ads pacing and traffic control algorithms, partnering with product teams on strategy and features.

Key Requirements

  • •Currently pursuing a Bachelor's or above degree in Computer Science, Software Engineering, Computer Engineering, or related technical discipline.
  • •Experience and strong theoretical grounding in machine learning concepts and techniques.
  • •Strong programming, debugging, and optimization skills in one or more general-purpose languages (e.g., Go, C/C++, Python).
  • •Experience with one or more ML frameworks such as TensorFlow, PyTorch, or MXNet.
  • •Ability to commit to a 12-week full-time internship during Summer 2027.
Experience:AdsRecommendationSearchRanking
Education:Bachelor's in Computer Science, Software Engineering, Computer Engineering, or related technical discipline
Skills:Critical thinkingProblem-solving
Tech Stack:GoC/C++PythonTensorFlowPyTorchMXNet

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