AIGC Video Generation Algorithm (Leader)

Shopee

Full-time Other-General
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Location
singapore, singapore, Singapore
Posted
July 14, 2026

Job Description

Job Description
  • Technical Strategy: Define the AIGC roadmap across pre‑training and post‑training workstreams — from distributed training infrastructure to alignment, evaluation, and inference deployment.
  • Pre‑training & Infrastructure: Oversee the design of distributed training toolchains for ultra‑large‑scale AIGC models. Drive system‑level optimization across computation, communication, and storage layers. Ensure training stability and efficiency at scale.
  • Post‑training & Alignment: Guide architecture design for video generation post‑training — including high‑quality instruction data curation, preference alignment (RLHF, DPO, GRPO, PPO), and video quality enhancement pipelines.
  • Capability Expansion: Push the frontier on long‑video modeling, storyline consistency, precise camera control, and multi‑modal generation.
  • Evaluation & Quality: Establish video quality evaluation frameworks and multi‑dimensional Reward Models to systemat...