
Research Engineer, Agentic Video Editing
TikTok
San Jose, CA • 56m ago • On-site
Senior
On-site
162,000 - 387,600 USD/yr
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Quick Facts
Role: Research Engineer, Agentic Video Editing
Description
Build end-to-end agentic video editing systems that integrate intelligent AI agents into creative workflows, spanning agent planning/tool use, backend execution, and evaluation pipelines. Develop and improve the agent harness for multimodal editing, including context management and error recovery. Create evaluation and feedback loops using LLM judges, benchmarks, and human review to measure quality, diagnose failures, and prevent regressions.
Responsibilities
Build end-to-end agentic video editing systems across the agent harness, backend services, and evaluation pipelines
Own scoped features and improvements from prototyping through production
Develop and improve the agent harness: planning, tool use, context management, and error recovery for multimodal editing workflows
Build reliable backend services for agent execution, session management, and media processing; improve latency, cost, and reliability
Develop evaluation and feedback loops with LLM judges, benchmarks, and human review workflows to measure quality, diagnose failures, and catch regressions
Propose new ideas and run practical experiments using evaluation results and user feedback to improve agent capabilities and video quality
Collaborate with research, engineering, and product partners to ship usable editing experiences for creators
Requirements
Bachelor’s or Master’s degree in Computer Science, AI, or related field, or equivalent practical experience
Strong programming skills in Python and solid software engineering fundamentals
Foundational knowledge of machine learning and large language models
Hands-on experience building an LLM application, AI Agent, or multimodal AI project
Ability to design experiments, analyze failures, and turn findings into working improvements
Interest in video creation and building useful tools for creators
Benefits
Medical, dental, and vision insurance (day one)
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; increases with tenure)
Base salary range: $162,000–$387,600 annually (city-dependent), with potential for discretionary bonuses/incentives and RSUs
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