Machine Learning Engineer Graduate (TikTok Vertical Recommendation) - 2027 Start

TikTok
San Jose
Full timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Communication","Collaboration","Curiosity","Problem-solving","Ownership"]

Build and evolve retrieval and ranking recommendation models for TikTok’s vertical businesses, partnering closely with algorithm teams. Own end-to-end ML engineering from feature engineering on large-scale user behavior data through online deployment. Run and analyze A/B experiments and drive launches that improve core metrics. Productionize advanced methods such as sequence modeling, multi-task/multi-objective learning, and LLM-enhanced recommendation within large-scale distributed systems.

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FursaFursa
TikTok
TikTok
5 hours ago

Machine Learning Engineer Graduate (TikTok Vertical Recommendation) - 2027 Start

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Source: Company careers pageValidated by: Fursa AI
Last checked: 5 hours agoStatus: Live

Job Summary

Build and evolve retrieval and ranking recommendation models for TikTok’s vertical businesses, partnering closely with algorithm teams. Own end-to-end ML engineering from feature engineering on large-scale user behavior data through online deployment. Run and analyze A/B experiments and drive launches that improve core metrics. Productionize advanced methods such as sequence modeling, multi-task/multi-objective learning, and LLM-enhanced recommendation within large-scale distributed systems.
Location: San Jose
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Implement, train, and iterate on retrieval and ranking models for TikTok vertical-business recommendation scenarios in partnership with algorithm teams.
  • •Deliver end-to-end ML engineering solutions from model implementation and feature engineering on large-scale user behavior data to online deployment.
  • •Run and analyze A/B experiments and drive launches that improve core business metrics.
  • •Productionize state-of-the-art techniques such as sequence modeling, multi-task/multi-objective learning, and LLM-enhanced recommendation in large-scale systems.
  • •Collaborate with algorithm teams, backend engineers, data scientists, and product teams.

Key Requirements

  • •Completing or having recently completed a Bachelor's degree in Computer Science or a related discipline.
  • •Solid foundation in data structures, algorithms, and machine learning fundamentals.
  • •Proficiency in at least one general-purpose programming language such as Python, C++, Go, or Java.
  • •Strong communication and collaboration skills, with curiosity about technology and problem-solving.
  • •Preferred: internship or research experience in recommendation, search, or ads, with publications as a plus.
Experience:RecommendationSearchAdsInternshipsResearch
Education:Bachelor's
Skills:CommunicationCollaborationCuriosityProblem-solvingOwnership
Tech Stack:PythonC++GoJavaPyTorchTensorFlowSparkFlinkLLMSequence modelingA/B experiments

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