Tech Lead Manager - Large Vision Model Systems

Tiktok•San Jose, CA

47d

About The Position

The Intelligent Creation - AI Platform team is a team focusing on building advanced end-to-end AI production pipelines, including deep learning model training, optimization, deployment and applications. We provide AI capabilities to empower content creation and consumption on TikTok and serve billions of users. The team is looking for a strong software engineer leader who can take initiatives and lead teams to design and implement highly efficient engineering systems for generative AI tasks, including but not limited to model training and optimization, model deployment with efficient hardware consumption, and applications such as image/video processing and interactive editing.

Requirements

B.S./M.S./Ph.D. in Computer Science or related fields with 7+ years of software development experience.
5+ years of Python/C/C++/Go experience.
Experience in designing large-scale service systems or model serving platforms with deep learning components, familiar with RPC frameworks, high-concurrency systems, and distributed architectures.
With at least 5 years in a leadership or technical lead role.
Excellent communication and teamwork skills.
Familiar with transformer-based and diffusion-based generative models, and understanding of large vision or multimodal foundation model systems.

Responsibilities

Lead and mentor a team of AIGC engineers to support TikTok for large vision model engineering including data, inference service and applications.
Drive the design and evolution of large-scale distributed systems that power vision and generative AI models for TikTok products.
Collaborate with algorithm and product teams to build and scale large vision and generative AI systems, delivering cutting-edge AIGC capabilities to TikTok products.

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