Algorithm Engineer (c++/ml)
Singapore, Singapore
Job Description
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
- 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.
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Job Detail
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Job IdJD1371711
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IndustryNot mentioned
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Total Positions1
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Job Type:Full Time
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Salary:Not mentioned
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Employment StatusPermanent
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Job LocationSingapore, Singapore
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EducationNot mentioned