Description
Algorithm Engineer:
- Location
- Singapore
- Job reference
- BBBH131993_ Salary
- S$6000
- S$8000 per month
- Consultant name
- Rajasekar Shirley Monisha
- EA License No.
- 02C342 Consultant Registration No.
- R
Responsibilities:
- Responsible for the development, optimization and maintenance of machine learning systems.
- Development and maintenance of data mining platform and online activities.
- 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 multithreaded 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
- Familiar with programming in python/golang/scala/java 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.
Personnel Registration No:
R
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