Machine Learning/Backend Engineer (Data Mining)

Location Singapore
Job reference BBBH107190_1637028701
Salary S$4000 - S$6000 per month
Consultant name Tay Yong Sen, Wilson
Consultant email wilson.tay@experis.com.sg
Consultant contact no. 6551 5328
EA License No. 02C3423
Consultant Registration No. R2091205

Responsibility:

  • Develop, maintain and optimize robust and highly scalable machine learning-based solutions and platform
  • Design and implement machine learning pipelines which include offline model training and online model serving
  • Work on the features store for users to use online and offline features easily in machine learning applications
  • Identify the key metrics of machine learning projects and build an accessible visualisation platform
  • Compression and optimisation of machine learning platforms to be able to meet the online training requirements of models
  • Responsible for the development and maintenance of machine learning web applications and automation tools


Requirements

  • Bachelor/Master/PhD Degree in Computer Science, Math, EE or similar field.
  • Solid platform development experience, familiar with multi-threaded programming, memory management, design patterns and Linux development environment, clear understanding and good experience in high concurrent program development and GPU management.
  • Solid software engineering and coding skills. In addition to Python, experience in at least one backend language like Go, Scala, Java or other is required
  • Solid understanding of deep learning theory and the existing frameworks such as TensorFlow and PyTorch
  • Experience with cloud-based big data such as Spark, Flink and others is a plus
  • Familiar with Web Frameworks such as Flask, Django and other Go web frameworks is a plus


Tay Yong Sen, Wilson License No.: 02C3423 Personnel Registration No.: R2091205

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