Applied Scientist Intern - Monetization GenAI - Global Frontier Tech Recruitment Program - 2027 Start (PhD)

TikTok
San Jose
Workplace: OnsiteInternshipFunction: Research & Scientific (R&D)Education: phdSkills: []

Build a closed-loop generative AI system for short-form ads placement, using agentic workflows and reinforcement learning to optimize long-term user value (LTV) and long-term ROAS. Work within the Monetization Technology Generative AI team to analyze viral multimodal narratives and camera motion rhythms, orchestrate in-house models, and improve video understanding, controllable generation, and low-performing content filtering for scalable, high-ROI marketing production.

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FursaFursa
TikTok
TikTok
1 month ago

Applied Scientist Intern - Monetization GenAI - Global Frontier Tech Recruitment Program - 2027 Start (PhD)

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Last checked: 21 hours agoStatus: Live

Job Summary

Build a closed-loop generative AI system for short-form ads placement, using agentic workflows and reinforcement learning to optimize long-term user value (LTV) and long-term ROAS. Work within the Monetization Technology Generative AI team to analyze viral multimodal narratives and camera motion rhythms, orchestrate in-house models, and improve video understanding, controllable generation, and low-performing content filtering for scalable, high-ROI marketing production.
Location: San Jose
Workplace: Onsite
Employment Type: Internship
Job Function: Research & Scientific (R&D)
Seniority: Intern level

Key Responsibilities

  • •Build an intelligent agentic closed-loop system for ads placement automation based on TopAds.
  • •Analyze viral multimodal narratives and camera motion rhythms to inform ad delivery decisions.
  • •Orchestrate in-house generative models to replicate successful marketing content efficiently.
  • •Use real ads placement signals as feedback and apply reinforcement learning to optimize decision-making across the full pipeline.
  • •Balance commercial value and user experience by optimizing for long-term user value (LTV) and long-term ROAS.

Key Requirements

  • •Currently pursuing a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
  • •Modeling experience in one or more areas such as ads, search engines, recommender systems, NLP/CV, multimodal, or agent technologies.
  • •Solid foundation in algorithms related to LLMs, including single-modal LLM application and deployment.
  • •Strong publications record in top conferences such as ICLR, NeurIPS, ICML, ACL, EMNLP, CVPR, ICCV, or ECCV.
  • •Clearly state your internship start and end availability in your resume.
Experience:Generative AIAdsMachine learningLLMsReinforcement learningMultimodal
Education:PhD / Doctorate in Software Development, Computer Science, Computer Engineering, or related technical discipline
Tech Stack:Generative AIMultimodalNLPCVLLMsReinforcement learningAgentic systemsTopAdsVideo understandingControllable generationLTVROAS

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