TikTok

Research Engineer, Global E-commerce

TikTok  •  San Jose, CA (Onsite)  •  3 months ago
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Job Description

The e-commerce industry has seen tremendous growth in recent years and has become a hotly contested space amongst leading internet companies. With millions of loyal users globally, we believe TikTok is an ideal platform to deliver a brand new and better e-commerce experience to our users.

Our AI Innovation team is dedicated to building next-generation e-commerce experiences powered by AIGC and agentic shopping systems. We explore how AI-generated content and intelligent agents can meaningfully enhance user experiences and reshape the way people discover, evaluate, and purchase products.

Responsibilities:

- Develop and optimize AIGC video generation models, with a focus on multimodal post-training for e-commerce short-video scenarios.

- Design and implement post-training approaches that integrate text, image, video, and product metadata to improve controllability, visual fidelity, and semantic alignment.

- Design and optimize training strategies, loss functions, and evaluation protocols for video generation models, balancing generation quality, robustness, and inference efficiency.

- Improve video generation performance in key dimensions such as motion realism, identity preservation, prompt adherence, and cross-modal consistency.
TikTok

About TikTok

Inspire Creativity and Bring Joy

Industry
Arts & Entertainment
Company Size
10,000+ employees
Headquarters
Los Angeles, California
Year Founded
Unknown
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