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:
- Minimum 4 years of service development experience, familiar with multi-threaded programming, memory management, design patterns and Linux.
- 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 with backend development experience.
- 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.
Interested applicants please submit your resume to [email protected] or click Apply Now button.
We regret to inform that only successful applicants will be contacted. Thank you.
Claudia Kueh Kee Jinq (R1880247)
Manpower Staffing Services (S) Pte Ltd
EA License No: 02C3423
