TikTok · 2 weeks ago
Machine Learning Engineer Graduate Short Video Content Ecology - 2026 Start (PhD)
TikTok is the leading destination for short-form mobile video, and they are seeking a Machine Learning Engineer to join their Content Ecology team. The role focuses on leveraging AI and machine learning to enhance user experience across various sub-businesses under the short video business line.
Content CreatorsContent DiscoveryMedia and EntertainmentSocial MediaVideo
Responsibilities
Utilizing large language models to address intelligent customer service and commercial customer service challenges
Employing multimodal understanding technologies to solve content understanding and governance issues in local services
Applying AI capabilities to provide hot event/topic discovery, event extraction, and summarization for the search business line
Developing multimodal creator modeling and profiling capabilities to support downstream recommendation, search, and content safety applications, enhancing the platform’s understanding of creators’ behavior, styles, and influence
Building agent-style LLM systems that can autonomously plan, act, and interact to solve complex user and business problems across domains such as customer service, search, and creator tools
Qualification
Required
PhD Degree in Computer Science or a related major
Experienced in programming and algorithmic skills, proficient in languages such as Python or C++
Deep understanding of one of the following areas: NLP (Natural Language Processing), CV (Computer Vision), LLM (Large Language Models)/MLLM (Multimodal Language Models), Search, or Agentic AI
Experienced in one or more of the following topics: TensorFlow, PyTorch, or other machine learning frameworks
Good team communication and collaboration skills
Preferred
Experience in building ML model development for large-scale consumer-facing applications
Experience or domain expertise in one or more of the following areas is preferred: NLP, CV, LLM/MLLM, Agentic LLMs, Dialog Systems, Search, Recommendation Systems, or Creator Modeling
Published papers or hands-on project experience in the fields of NLP, CV, agent-based systems, or multimodal technologies
Benefits
Medical, dental, and vision insurance
401(k) savings plan with company match
Paid parental leave
Short-term and long-term disability coverage
Life insurance
Wellbeing benefits
10 paid holidays per year
10 paid sick days per year
17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure)
Company
TikTok
TikTok is a short-form video entertainment app and social network platform. It is a sub-organization of ByteDance.
H1B Sponsorship
TikTok has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (979)
2024 (601)
2023 (387)
2022 (322)
2021 (133)
2020 (72)
Funding
Current Stage
Late StageRecent News
2026-01-14
https://fastcompanyme.com
2026-01-14
Company data provided by crunchbase