Software Engineer (Machine Learning)
Sea Limited
Singapore
4d ago

We are a group of scientists who utilize our technology to solve real-world problems and we have a deep understanding in our data and products.

We collect, analyze and use our data to help users in finding their favourite items. We also detect patterns while data mining interesting results.

We stand on the wave of AI revolution, using latest techniques to build products. This is a position that requires continuously study and solving problems.

  • Analyze data from various sources, find patterns and provide solutions for problems in product
  • Write high-quality, clean, simple, and reusable code; build common libraries
  • Build high performance, high availability, scalability, and easy to maintain services
  • Communicate with other teams, posses a deep understanding of data from different sources and product architecture to help optimize the data process pipeline
  • Design and implement various supporting tools as required
  • Bachelor's degree or higher in Computer Science or related field
  • Passionate about coding and programming, innovation, and solving challenging problems
  • In-depth understanding of data structures and other computer science fundamentals
  • Hands-on experience with one of the programming languages including Go, Python, and C++
  • Hands-on experience with NLP, mining of structured, semi-structured, and unstructured data
  • Intuitive understanding of machine learning algorithms, e.g. clustering, classification algorithms and data processing tools such as tensorflow, scikit
  • Hands-on experience in these areas will be advantageous :
  • Distributed data platforms and processing frameworks such as Hadoop, Spark, Map-Reduce
  • Linux development environments and Shell Scripting
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