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What you’ll be doing:
build/maintain/fine-tunequantitatively analyzing models to conduct data mining for Predictive NPI to improve the performance of mass production proactively, which includes:
Participate in SW tool development for monitoring the status of mass production, managing bonepile, accelerating failure analysis and raising risk alert
Design data visualization for regular reports
Develop and maintain correlate SW tools and database at an as-needed basis.
Collaborating with Info Security team for tools deployment at factories.
What we need to see:
Bachelor or Master of CS/EE/Math, or equivalent experience.
5+ years working experience.
Well understand data analytics principles and network security.
Master SQL, familiar with using Python to do data cleaning & analyzing.
Profound experience on data visualization and Mysql database usage.
Master HTML and CSS (Bootstrap), Javascript and jquery programming.
Very good at OOP programming of PHP.
Able to quickly understand the business and discover the connections between business & data.
Experience in Python
Proficient English.
Ways to stand out from the crowd:
Have both hardware and software background especially in factory environments.
Machine Learning/Deep Learning training and/or experience with Pytorch/Tensorflow is preferred
Well know the principle of Shift Left.
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