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Electrical Engineer (IT) - Career Development Program (327b67d8784a)
Job Description and Qualifications POSITION SUMMARY The employee will be part of a technology team for Air Products new technology center in Dhahran Techno Valley (DTV) in Saudi Arabia. The candidate will work on deep learning (DL), machine learning (ML) and signal processing (SP) algorithms for sound and image processing, as well as implement these on an industrial grade IoT platform. Primary focus will be on evaluating, implementation (coding, testing, validation) and preparing best practices in applying algorithms for the intended applications.PRINCIPAL DUTIES AND RESPONSBILITIESUnderstand and validate the underlying methods in DL/ML/SP algorithms and assess for use in the application based on literature review of the latest developmentsTroubleshoot problems in installation of firmware and setting up of a data pipelineTest algorithms from developer communities and evaluate the new developments with available open-source code Provide support in terms of recording and pre-processing field data (sound & image) and integration with Raspberry Pi IoT deviceApply DL/ML/SP algorithms to field data, arrive at performance metrics and methods to improve performanceDocument and present test cases and best practices. SKILLSFamiliarity with Numerical Methods, Deep Neural Networks, Machine Learning or Signal ProcessingHands-on experience in coding in Python is required, Git and Linux experience is a plusPrevious experience with applying Deep Learning algorithms is desirablePrevious experience or interest in sound or image hardware or processing, data fusion, IoT system integration (Raspberry Pi) is desirableMust be a willing to learn new methods and IoT platforms