Research Scientist - Risk Control Vertical LLM Foundation and Agent - Global Frontier Tech Recruitment Program - 2027 Start (PhD)

TikTok
Singapore
Full timeFunction: Data Science & Machine LearningEducation: phdSkills: ["Problem-solving","Communication","Teamwork","Resilience","Innovation","Coding","Data structures"]

Join the Risk Control R&D team to build industry-leading risk control intelligence for adversarial content and AI-generated (AIGC) signals. Work on end-to-end large model optimization and agent-based autonomous systems that adapt to rapidly changing underground activity, improve long-context understanding, and follow complex compliance instructions. Collaborate to integrate fragmented risk knowledge into agent-usable skills while reducing operational costs and leakage.

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FursaFursa
TikTok
TikTok
1 month ago

Research Scientist - Risk Control Vertical LLM Foundation and Agent - Global Frontier Tech Recruitment Program - 2027 Start (PhD)

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Last checked: 23 hours agoStatus: Live

Job Summary

Join the Risk Control R&D team to build industry-leading risk control intelligence for adversarial content and AI-generated (AIGC) signals. Work on end-to-end large model optimization and agent-based autonomous systems that adapt to rapidly changing underground activity, improve long-context understanding, and follow complex compliance instructions. Collaborate to integrate fragmented risk knowledge into agent-usable skills while reducing operational costs and leakage.
Location: Singapore
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Develop agent-based autonomous systems for more effective threat fighting and reduced operational costs.
  • •Optimize large models end to end to improve risk control intelligence across scenarios.
  • •Improve long-context comprehension, cross-modal information extraction, and instruction adherence.
  • •Address challenges in understanding adversarial content and AI-generated content (AIGC).
  • •Integrate fragmented risk control knowledge into skills that agents can use.

Key Requirements

  • •Completing or recently completed a PhD in Software Development, Computer Science, Computer Engineering, Cybersecurity, or a related technical discipline.
  • •Excellent coding skills with a strong foundation in data structures and algorithms; proficiency in Python required, with familiarity with PyTorch or TensorFlow preferred.
  • •Demonstrated ability to define, analyze, and solve problems, with publications in CCF-A journals or conferences such as AAAI, NeurIPS, SIGKDD, or SIGIR preferred.
  • •Strong resilience and excellent communication and teamwork skills, with a passion for technology and willingness to embrace challenges.
  • •Ability to commit to an onboarding date by end of 2027 and state availability and graduation date clearly in the resume.
Education:PhD / Doctorate in PhD (Software Development, Computer Science, Computer Engineering, Cybersecurity or related technical discipline)
Skills:Problem-solvingCommunicationTeamworkResilienceInnovationCodingData structures
Tech Stack:PythonPyTorchTensorFlowMachine learningMultimodal modelsLarge models

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