Post-Doctoral/ Research Scientist positions in Edge AI Processors at UCD, Dublin, Ireland

University College Dublin

  • Dublin
  • Permanent
  • Full-time
  • 1 month ago
Job Information Organisation/CompanyUniversity College Dublin Research FieldComputer science » Computer architecture Researcher ProfileRecognised Researcher (R2)Leading Researcher (R4)Established Researcher (R3) CountryIreland Application Deadline30 Apr 2024 - 00:00 (UTC) Type of ContractTo be defined Job StatusNegotiable Is the job funded through the EU Research Framework Programme?Not funded by an EU programme Is the Job related to staff position within a Research Infrastructure?NoOffer DescriptionApplications are invited for a 24-months post-doctoral fellowship position at the School of Electrical & Electronics Engineering, University College Dublin, IrelandBackgroundThis postdoc/RA position is available at the Internet of Things Engineering lab at UCD Dublin in collaboration with MCCI ( ). UCD researchers are currently developing low complexity deep neural network (DNN) techniques for deployment in IoT-enabled edge sensors for biomedical, industrial applications. Current efforts are focused on achieving optimization via model compression, quantization, etc. In this context, we are looking to hire multiple post-doctoral researchers who can conduct and supervise research on 1) development and optimization of DNN techniques for edge devices 2) Architectural design, circuit design, and implementation of efficient DNN accelerator hardware in terms of power, area, and performance. The candidate will also work in close collaboration with other hardware design researchers at UCD and MCCI tailoring DNN algorithms to support hardware limitations and opportunities. The selected candidates will have opportunities to co-supervise graduate students, participate in international conferences and collaborate with other academic and industrial researchers.Applicants for this position should ideally have:
  • A Ph.D (or Master's for RA position) in Electrical Engineering or equivalent with a background in the design of digital circuits, microarchitectures, and/or mixed-signal circuits and with a good publication record.
  • Expertise in Digital IC/FPGA design using Cadence/Synopsys tools with chip tape-out experience
  • Background in signal processing, biomedical data processing, deep learning implementation using Verilog/ Matlab/Python
  • Team player with strong analytical, interpersonal, communication, and English language skills.
How to ApplyThe project will be supervised by Dr. Deepu John, Dr. Bogdan Staszewski ( ). Applications consisting of a cover letter, curriculum vitae, academic transcripts, and List of publications should be sent to . Please send in your applications as soon as possible. The positions will be closed immediately after a candidate is identified.RequirementsAdditional InformationWebsite for additional job detailsWork Location(s)Number of offers available 1 Company/Institute University College Dublin Country Ireland City Dublin GeofieldWhere to apply E-maildeepu.john@ucd.ieContact CityBelfield, Dublin WebsiteSTATUS: EXPIRED

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