Machine Learning Engineer Intern

3 weeks ago


Singapore Shopee Full time
Job Description:

As a Machine Learning Engineer Intern within our Paid Ads team, you will tackle challenging problems related to retrieval in the advertising domain using cutting-edge models. Your primary focus will be on algorithm modeling to optimize retrieval and relevance modules within our large-scale advertising platform, with a continuous drive to enhance ads performance.

  • Develop and implement state-of-the-art machine learning models to optimize retrieval and relevance modules, and consistently refine them.
  • Collaborate closely with cross-functional teams to align machine learning efforts with overarching business goals.
  • Apply NLP and deep learning related algorithms in multi-language scenarios, such as but not limited to: information retrieval, text classification, pre-training models, multimodal embedding, etc. .
  • Explore cutting-edge technologies related to search/recommendation algorithms and introduce them into existing systems to improve ads business indicators.

Requirements:
  • Bachelor degree or above in Computer Science, Machine Learning, Statistics, or a related field, students graduating in 2025 are preferred
  • Be familiar with at least one of the following programming languages, C++/golang/Python, has good knowledge of data structure and algorithm
  • Sensitive to data and business, passionate about technical challenges, have excellent critical thinking skills
  • Effective team player and has good communication skills
  • Be familiar with big data processing tools, have experience with one or more of the following tools: Hadoop, Spark, Hive and Flink etc.is a plus
  • Be familiar with one or more machine learning fields including but not limited to NLP, CV, search, recommendation, advertising, etc. is a plus
  • Deep understanding in machine learning and deep learning theory, publications in machine learning and data mining or related conferences is a bonus


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