DEEP LEARNING ENGINEER
We are seeking an experienced Deep Learning Data Scientist to join our team. In this role you will be a core member of the R&D team enabling state-of-the-art AI workloads on Wavelet systems. You will collaborate with software development & application engineering teams, utilizing your strong mathematical foundation and in-depth knowledge of AI frameworks.
LOCATION
Singapore
EMPLOYMENY TYPE
Permanent
What You’ll Do
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You will be expected to drive the design and development of deep learning technologies for applications such as segmentation, anomaly detection, image processing, natural language understanding, time series analysis, etc.
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Provide guidance to data collection teams on test protocols including design of experiments, sample size, and statistical distributions.
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Design and implement networks to provide automation of industrial tasks.
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Demonstrate algorithms meet accuracy requirements on the general subject population through statistical analyses and error estimation.
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Gather and analyze data, devise innovative data science solutions and build prototypes to enable the development of high-performance algorithms in scalable, product-ready code.
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Initiate and propose unique and promising deep learning capabilities, develop new and innovative algorithms and technologies, pursuing patents where appropriate
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Stay current on published state-of-the-art algorithms and competing technologies.
Who You are
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An advanced degree in a quantitative field, or many years of experience working on similar problems in the industry
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Deep understanding of modern computer vision techniques, deep learning, and machine learning
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Experience developing and deploying machine learning models in production
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Proficient in Python, C++, Scala, or Java
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Familiarity with modern deep learning frameworks such as TensorFlow, PyTorch, MXNet\