Senior Algorithm Engineer - Singapore - Experis

Experis Singapore

1 week ago

Full time

Description

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. Just a 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. Siau Zianyi License No.: 02C3423 Personnel Registration No.: R

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