Pretrain Expert AI Engineer
SHOPEE IP SINGAPORE PRIVATE LIMITED
Singapore
5+ years
Posted Feb 5, 2026
Salary Range
SGD 162,000 - SGD 228,000 /year
SGD 13,500 - SGD 19,000/month
Skills Required
TensorFlowMachine LearningRisk ControlInformation TechnologyComputer VisionKerasTuningSystems AnalysisMultilingualPyTorchGood Communication SkillsPythonProduct DevelopmentLinuxC++
Job Description
Job Description
- Contributions to the research and implementation of pre-training and alignment algorithms include ultra-large-scale multilingual pre-training technology, Mixture-of-Experts model training, Instruction Pretraining, SFT, and RLHF.
- Conduct experiments to test the performance of different AI models, identifying areas for improvement and exploring new directions for enhancement.
- Prospective Technical Research: Maintain a keen sensitivity to cutting-edge academic technologies (such as Vision-Language Models). Consistently publish high-quality papers at top-tier international conferences (e.g., NeurIPS, ICLR, CVPR, ICCV, and TPAMI) to drive global technical influence.
- Reinforcement Learning and Reasoning Optimization: Leverage Reinforcement Learning (RL) techniques to enhance the logical reasoning capabilities of models. Design and build self-evolution loops (such as SFT-RL feedback cycles) , and optimize the end-to-end pipeline for instruction tuning (SFT) and reasoning data generation, cleaning, and structuring.
Requirement
- Master's degree or higher in Computer Science, Information Technology, Programming & Systems Analysis, or other related disciplines
- Experience with core techniques such as vision–language alignment or open-vocabulary recognition.
- Prior full-time working experience in continual pre-training of domain-specific foundation models, such as safety, risk control, and content understanding.
- Excellent problem analysis and solving skills, able to deeply solve problems in large model training and application.
- Good communication and collaboration skills, able to explore new technologies with the team and promote technological progress.
- Strong coding skills, data structure, and basic algorithm skills with proficiency in Python/Pytorch coding.
About SHOPEE IP SINGAPORE PRIVATE LIMITED
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