Location
In office (Singapore)
Confirmed on the employer's own hiring board on Sep 24, 2026. First seen by Alion on Sep 24, 2026.
Overview
Company
Impact
Profile match
Shopee is the largest e-commerce platform in Southeast Asia and part of the Sea Limited group. It combines a mobile first marketplace with integrated payments, logistics and live commerce. The platform operates across Southeast Asia, Taiwan and selected Latin American markets.
- Model Training & Optimization: Design and execute training pipelines for large-scale AIGC models, including data curation, training stability, and performance optimization. Apply large-scale diffusion models to practical visual tasks such as low-light enhancement.
- Architecture & System Design: Contribute to the architecture and algorithm design for AIGC and large multi-modality models spanning image and video, from foundational model training through to post-training alignment and quality enhancement.
- Post-training & Alignment: Implement and advance post-training methods for diffusion-based multimodal large models to improve output quality.
- Capability Exploration: Investigate and prototype emerging capabilities such as multi-modal understanding and visual content generation.
- Frontier Research: Track cutting-edge AIGC research, drive project planning, and deliver production-grade implementations. Contribute to the academic community through publications at top-tier venues.
- Master's degree or above in Computer Science or related fields
- First-author publication(s) at top-tier venues (CVPR/ICLR/ECCV/ICML/NeurIPS/TPAMI) on diffusion-based multimodal generation, particularly post-training/alignment methods that improve generation quality;
- Have experience in multimodal large model across image generation or video generation
- Proficient in PyTorch;
- Good programming skills in Python, C++, and CUDA;
- Strong problem-solving skills, innovative thinking, and excellent team collaboration/communication skills.
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