Responsibility:

• Develop, maintain and optimize robust and highly scalable machine learning-based solutions and platform
• Design and implement machine learning pipelines which include offline model training and online model serving
• Work on the features store for users to use online and offline features easily in machine learning applications
• Identify the key metrics of machine learning projects and build an accessible visualisation platform
• Compression and optimisation of machine learning platforms to be able to meet the online training requirements of models
• Responsible for the development and maintenance of machine learning web applications and automation tools

Requirements

• Bachelor/Master/PhD Degree in Computer Science, Math, EE or similar field.
• Solid platform development experience, familiar with multi-threaded programming, memory management, design patterns and Linux development environment, clear understanding and good experience in high concurrent program development and GPU management.
• Solid software engineering and coding skills. In addition to Python, experience in at least one backend language like Go, Scala, Java or other is required
• Solid understanding of deep learning theory and the existing frameworks such as TensorFlow and PyTorch
• Experience with cloud-based big data such as Spark, Flink and others is a plus
• Familiar with Web Frameworks such as Flask, Django and other Go web frameworks is a plus

Tay Yong Sen, Wilson License No.: 02C3423 Personnel Registration No.: R2091205

Please note that your response to this advertisement and communications with us pursuant to this advertisement will constitute informed consent to the collection, use and/or disclosure of personal data by ManpowerGroup Singapore for the purpose of carrying out its business, in compliance with the relevant provisions of the Personal Data Protection Act 2012. To learn more about ManpowerGroup's Global Privacy Policy, please visit https://www.experis.com.sg/privacy-policy