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Machine Learning Engineer(A178330)
Machine Learning Engineer(A178330)
The Machine Learning Engineer will be responsible for optimizing recommendation quality and user profiles on Mi.com, utilizing modern machine learning, NLP, and multimodal techniques to enhance the shopping experience. This role involves collaborating with product teams and other engineers to deliver features that optimize product experiences.
About the role
Job Description
- Optimize the recommendation quality and user profile in Mi.com website, provide users the best shopping experience.
- Combine your understanding of product objectives and take full advantage of modern machine learning, NLP and Multimodal techniques to improve the recommendation result metrics.
- Work with products and DAs, and other engineers to deliver features to drive the experience optimization of products.
Job Requirements
- At least 5 years of hands-on experience in recommender systems, with solid understanding of system architecture and core components (e.g., recall, ranking, re-ranking, exploration, cold start).
- Bachelor degree or above in the field of computer science or a related technical discipline.
- Proficient coding skills and strong algorithm & data structure basis in Java/Scala.
- Practical experience in one or more related areas such as NLP, Ads, Search, or Machine Learning.
- Effective communication and teamwork skills, proficiency in mandarin is a plus, as the role involves collaboration with teams based in China.
Skills
Machine LearningNlpMultimodal techniquesJavaScalarecommender systemsSystem Architecturerecallrankingre rankingexplorationcold startAdsSearch