機器視覺分析師(高雄/桃園)

Job Summary:
The Machine Learning engineer will be responsible for computer vision related projects, particularly in advanced image/video processing analyses and utilized for improving product quality, production yield, and factory effectiveness, along with other R&D activities such as algorithm designs, prototype developments and experimental designs.

Key Responsibilities:

• Design, implement, and refine advanced Machine Learning/Deep Learning models to support product quality improvement, increasing yield and factory effectiveness.
• Cultivate strong relationships with production line engineers, IT, and other key stakeholders to ensure alignment of modeling initiatives with company objectives and to identify new hypotheses for model improvements.
• Scale out modeling capacity by driving infrastructure improvements such as automation of data preparations, model training, implementation, and optimization.
• Apply deep learning and computer vision techniques, such as image classification, object detection, and support integration of models into tools for use by product engineers and business analysts.
• Engage with customers to develop and customized data analytics solutions to address special needs.
• Address ad hoc queries from management and present actionable recommendations in a clear, concise, and convincing manner.
• Communicate the application and benefits of using various modeling techniques to improve decision-making to customers and stakeholders.
• Collaborate effectively with team members, whether leading projects or supporting initiatives led by others.
• Research and evaluate new data technology and state-of-art algorithms, and keep up to date with market trends and competitive insights.