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shopee ip singapore private limited

Singapore / Global

Algorithm Engineer - AIGC

Job Description

Job Description Model Training & Optimization: Design and execute training pipelines for large-scale AIGC models, including data curation, training stability, and performance optimization across computation, communication, and storage layers.

Architecture & System Design: Contribute to the architecture design of video generation models, spanning foundational model training through to post-training alignment and quality enhancement.

Quality Alignment & Evaluation: Build evaluation pipelines and explore alignment strategies to improve model output quality, including preference alignment and reward modeling.

Capability Exploration: Investigate and prototype emerging capabilities such as long-form video generation, multi-modal understanding, and inference acceleration techniques.

Frontier Research: Track cutting-edge AIGC research, drive project planning, and deliver production-grade implementations.

Requirements Currently pursuing or possesses a Masters or above in Computer Science, AI, or a related field from a reputable university with strong academic credentials/results, expected to graduate by May 2027 and join us by June 2027.

Good publication record at top-tier venues.

Familiarity with video generation architectures and/or diffusion-based generative models.

Demonstrated ability to ship research into working systems.

Strong communication and collaboration skills comfortable working across research and engineering teams.

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