Senior Algorithm Engineer

Location Singapore
Discipline Information & Communications Technology
Job Reference BBBH132082_1709606483
Salary S$5500 - S$8000 per month
Consultant Email siau.zianyi@experisitcont.sg.manpowersg
EA License No. 02C3423

Responsibilities:

  • Develop, optimize, and maintain machine learning systems.
  • Create and maintain a data mining platform for online activities.
  • Compress and optimize machine learning models to meet the performance requirements of online model services.


Requirements (you need to have):

  • Experienced in Backend Developer role.
  • Proficient Python, Golang, with substantial experience in developing highly concurrent programs.
  • Experienced in service development, including proficiency in multi-threaded programming, memory management, design patterns, and the Linux development environment.
  • Hands-on experience in training deep learning models.
  • Knowledge of machine learning training platforms and workflow management tools, such as Jupyter, Airflow, and MLflow.


Bonus (Requirements on top are much more important):

  • Understanding of GPU hardware architecture, CUDA proficiency, and extensive optimization experience in deep learning computational frameworks is a plus.
  • Familiarity with common algorithms in computer vision (cv), natural language processing (nlp), recommendation systems, and social networking services (sns) is a plus.
  • Experience in distributed system projects, including the ability to design and debug complex system software, is a plus.
  • Experience in AI compiler development, familiarity with model compression technology frameworks, and awareness of the latest research progress in this field are advantageous.