Research Engineer - Deep Learning
SIEMENSBangaloreUpdate time: March 20,2023
Job Description
Research Engineer - Deep Learning We are looking for highly capable researchers to develop autonomous system capabilities for Siemens’ Autonomous Systems and Control Research Group. As the leader in automation, Siemens links the latest technology – including AI, the industrial Internet of Things and digital twins – with the company's deep automation know-how. To "automate the automation," Siemens is focusing on functions that facilitate intelligent behavior of a plant; the use of open, prefabricated modularized units with integrated and autonomous automation; and cloud-based operating systems. This is your role. What part will you play? Apply latest developments in deep learning to advance capabilities of autonomous systems Improve safety of autonomous systems by identifying novel methods of requirements specification, investigating failure modes, potential solutions and certification concepts We don’t need superheroes, just super minds Experience with Caffe, TensorFlow, MxNet, Keras, Theano or other deep learning frameworks Experience with machine learning infrastructure including feature stores and servers (Tecton, Feast), model registry (Algorithmia), model serving (Seldon) and monitoring. Fluent in Python/C++ Preferred: Masters/Ph.D in Machine Learning, Applied Mathematics, Statistics, Computer Science or related field Industry experience What we offer: An opportunity to shape the future of autonomous systems World-class researchers and engineers as team members We are an equal opportunity employer and welcome diversity We’ve got quite a lot to offer. How about you? This role is based in Bangalore, where you’ll get the chance to work with teams impacting entire cities, countries – and the shape of things to come. We’re Siemens. A collection of over 379,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we encourage applications that reflect the diversity of the communities we work in. At Siemens we are always challenging ourselves to build a better future. We need the most innovative and diverse Digital Minds to develop tomorrow ‘s reality Organization: Technology Company: Siemens Technology and Services Private Limited Experience Level: Experienced Professional Full / Part time: Full-time
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