Recommendation Algorithm Expert

3 weeks ago


Singapore Shopee Full time
Job Description:
  • Research and Develop Algorithms: Design, research, and develop innovative recommendation algorithms that cater to various e-commerce scenarios, driving better user engagement and conversion rates
  • Model Optimization: Continuously iterate and optimize the performance of existing recall/rough rank/rank/rerank models, ensuring efficiency, accuracy and scalability
  • Data Analysis: Deeply analyze user behavior data to gain insights into user preferences and patterns, and enhance the effectiveness of the models
  • Business and Algorithm Integration: Understand the business objectives and design algorithms to achieve the goal
  • Industry Trends Monitoring: Stay abreast of the latest trends in recommender systems and relevant techniques, and explore opportunities to incorporate sota approaches

Requirements:
  • Bachelor's degree in Computer Science or the related field
  • 5+ years of work experience in recommendation/search/ads algorithm
  • Excellent coding abilities, familiar with Linux, proficient in C++/Python
  • Solid foundation in machine learning theory and familiar with common recommendation models, proficient in using deep learning frameworks, such as TensorFlow/Caffe/MXNet/PyTorch
  • Self-motivated, detail-oriented, fast learner and highly organised
  • Good communication and teamwork skills
  • Experience in the e-commerce domain is preferred


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