SalaryPeak

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.