Algorithm Engineer (AI,ML)

Location Singapore
Discipline Information & Communications Technology
Job Reference BBBH135719_1706246049
Salary Negotiable
Consultant Email charles.lau@experisitcont.sg.manpowersg
EA License No. 02C3423

Responsibilities:

  • Responsible for the development, optimization and maintenance of machine learning systems.
  • Development and maintenance of data mining platform and online activies.
  • Compression and optimization of machine learning models to be able to meet the performance requirements of model online services


Requirements:

  • Solid service development experience, familiar with multi-threaded programming, memory management, design patterns and Linux development environment, clear understanding and knowledge of Python, Golang or Scala, and good experience in high concurrent program development.
  • Familiar with machine/deep learning theory and experience in training deep learning models.
  • Familiar with machine learning training platform and workflow management, such as Jupyter, Airflow and MLflow
  • Familar with programming in python/golang/scala/java is a plus.
  • Familiar with the common algorithms in cv/nlp/recommnedation/sns is a plus.
  • Experience in distributed system related projects, design capability and debugging ability of complex system software is a plus.
  • Familiarity with GPU hardware architecture, proficiency in CUDA, etc., and extensive optimization experience in areas such as deep learning computational frameworks is a plus.
  • Experience in AI compiler development, familiar with model compression technology framework and the latest research progress, with clear knowledge and understanding of method principles is a plus.