• [TW] Machine Learning Scientist

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[TW] Machine Learning Scientist

Taipei, Taiwan

About Job

  • Lead the definition of feasible problems and reasonable measuring ways to drive business solutions.
  • Partner closely with business and engineering teams to collect requirements, and provide assessment or suggestion.
  • Develop user behavior predictive models with valuable findings from large-scale datasets, especially in the field of traveling related problems.
  • Prototype and build machine learning pipelines to accelerate development life cycle.
  • Demonstrate data visualizations with clear presentations of insights and business recommendations.
  • Research machine learning techniques and optimization methods based on multi-source data to improve the quality of DMP product.

About You

  • MS/PhD in Computer Science, Statistics, Math, Physics, Engineering, or equivalent experience.
  • Excellent understanding of machine learning or statistical data analysis in theory and applications.
  • Strong collaboration skills with software and DevOps engineers to build production-level products.
  • Applied experience with handling and analyzing large-scale datasets.
  • Experience with at least one modeling framework such as R, Scikit Learn, TensorFlow, or Keras.
  • Expertise in programming languages such as Python, R, or Java.
  • Fluency in SQL-like programming languages.
  • Experience in Hadoop ecosystem such as Spark, Hive.
  • Experience with cloud services such as AWS or GCP is a plus.
  • Knowledge and experience in deep learning models is a plus.