Research Scientist - Health AI Research Staff Member - Melbourne

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Description

Introduction Candidates will be joining a team of researchers and software engineers to conceive, research, build, test and deploy solutions for some of the world’s most challenging technology problems. This will include generating highly novel ideas for research, evaluation, implementation and productization. Suitable candidates will have varied backgrounds and experiences for algorithm/application development, and theoretical understanding.

Your Role and Responsibilities Research Scientist - Health AI Research Staff Member - Melbourne Offered on a permanent regular employment basis or on a fixed term hire 24 Months basis The IBM Research - Australia Lab is seeking experienced research staff members to join its Brain-Inspired Computing Research Team. Candidates will be joining a team of researchers and software engineers to conceive, research, build, test and deploy solutions for some of the world’s most challenging technology problems. This will include generating highly novel ideas for research, evaluation, implementation and productization.

Suitable candidates will have varied backgrounds and experiences for algorithm/application development, and theoretical understanding. The ideal candidate should possess a doctorate in computer science, medical informatics, engineering, biostatistics or other related fields, with a demonstrated track record of developing advanced statistics, machine and deep learning, data mining or computational modelling techniques to solving real world health problems. The candidate should have a proven publication record and the ability to carry out world-class research.

The candidate will be expected to disseminate, both internally and externally, the results of their activities through publications in world-class journals, patent disclosures, top-tier conferences, seminars, and as part of client interactions. The candidate will represent IBM at professional meetings, in professional societies and universities and keep technically abreast of the literature and progress within their specific and related areas of expertise. The candidate will supervise postdoctoral researchers and interns.

Ideal candidates will have expertise in several of the following areas: Neural Networks, Deep Learning, Convolutional Networks, Machine Learning, Pattern Recognition, Statistical Learning, or Probabilistic Graphical Models Experience developing, testing, and deploying systems for analysing medical data such as for example EEG, ECG, text, speech or imaging data, or for other real-world applications Experience with Caffe / MatConvNet / Theano / Torch / TensorFlow / Python Software maintenance and source control (Subversion, Git, ClearCase) Treatment, diagnosis and management of neurological disorders with a special focus on epilepsy Experience in computational neuroscience and neural modelling Patenting and IP Required Technical and Professional Experience: At least 2 years’ experience in machine learning At least 2 years’ exper.

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Company
IBM
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Posted

20 May 2020

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