Senior Neuromorphic Researcher
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Job Summary
Gradiant is seeking exceptional researchers who hold a PhD and are interested in pursuing a research project within its team.
About Gradiant
Gradiant (GRAD) is a private Research and Technology Organization (RTO) based in Vigo Spain with strong foundations on telecommunications and related ICT disciplines. GRAD aims to improve the competitiveness of companies through transfer of knowledge in the areas of connectivity intelligence and security.
Over the last 17 years GRAD has developed more than 340 different R&D&I projects which includes over 45 European projects becoming one of the main drivers of technological innovation in Galicia (Spain).
In 2011 Gradiant was included in the demanding state registration of Technological Innovation Centres (known in Spanish as CIT). Since 2018 Gradiant has held the Certification in Information Security Management Systems UNE-EN ISO/IEC 27001.
As an advanced R&D center GRADIANT has expertise in many of the aspects of the state of the art in AI. Specifically its researchers have published more than 30 contributions in the last 5 years in relevant journals and conferences.
Also GRADIANT has been an active participant in many international projects where its main contribution has been the development of state-of-the-art AI systems for several use cases including but not limited to AI payloads for autonomous aircrafts AI algorithms deployment in FPGA AI algorithms applied to manufacturing and multivariate time-series and AI applied to Natural Language Processing.
GRADIANT is an R&D centre organized in three main technical areas each of them with a clear focus and expertise in a defined technical field. For this FWP the Intelligent Systems department will be involved:
- The Intelligent Systems area with strong expertise in Artificial Intelligence Machine Learning and advanced data analytics focuses on the design and development of intelligent datadriven solutions for complex realworld problems. Its work covers areas such as multimodal data fusion perception and decisionsupport systems predictive analytics and edgecloud AI architectures applied to demanding verticals including manufacturing and Industry 4.0 health agrifood aerospace and defence.
- The Advanced Communications area with expertise in research design and development of new generation wireless communications systems with special focus on 5G/6G and satellite technologies signal intelligence solutions technologies for autonomous systems (UAVs UGVs and USVs) and new quantum and photonic technologies with application mainly in the fields of Telecommunications Aerospace and Security and Defence.
- The Security and Privacy area with expertise in cybersecurity data protection and trusted digital systems covering the design and development of secure architectures privacypreserving technologies and digital identity solutions. Its activities include protection of critical infrastructures secure communications cyberthreat detection and response cryptography and postquantum security as well as compliance with security and dataprotection regulations. The area applies these capabilities across multiple sectors with special relevance in Industry 4.0 Telecommunications eHealth Smart Cities and Security and Defence.
Approximately 90% of GRADIANT staff are Telecommunications Engineers. Of a total of more than 240 highly qualified workers 27 are in possession of a Ph.D. in technical specialties.
Project Overview
The projects main objective needs to be aligned with the following key concepts of neuromorphic computing: to conduct research and contribute to the state of the art related to:
- Third generation artificial neural networks: New mathematical and computational models that mimic the function of biological neurons and their interconnection in the brain.
- Synaptic plasticity: The ability of connections between neurons (synapses) to change and continuously adapt based on experience and learning.
- Parallelism and energy efficiency: The human brain is efficient in terms of energy consumption and massive parallel processing capacity. Neurocomputing seeks to replicate this parallelism to perform complex tasks with a fraction of the energy consumption of traditional systems. This is specially interesting for AI-on the edge use cases.
To achieve this the following technological topics are proposed:
- Review expansion and updating of documentation on the state of the art in neuromorphic computing. Analysis of new publications launches of new hardware devices or software tools relevant to the field of neurocomputing and contextualization of their relevance to project objectives.
- Research into new architectures of neural networks based on impulses (SNNs or Spiking Neural Networks) and their application for the analysis of different types of data (images time series etc.).
- Research into frameworks and technologies for compiling SNN models into FPGAs as well as the design of other chips and specific hardware for neuromorphic model usage.
- Review and investigation of the application of novel photonic architectures already being developed by Gradiant and how to evolve and link them to neuromorphic computing.
- Investigation of new xAI (eXplainable AI) techniques applied to models based on Spiking Neural Networks (SNNs).
- Research on neuromorphic vision sensors (DVS) and how their characteristics (event-based information low throughput) can be integrated into use cases and applications with neuromorphic computing.
- Exploration of potential applications and real-world use cases for employing neuromorphic computing systems (autonomous vehicles manufacturing healthcare etc.).
Next steps
If you meet the requirements send us your application we need you to:
- Your CV
- A short description of your proposed research.
Our team will assess all expressions of interest and select the most promising candidates to send an application to the MSCA PF CALL.
We provide tailored guidance on scientific strategic and procedural aspects of your application.
We will receive proposals until August 15th.
What we offer
Salary: From 32.000SBA 10% variable depending on your knowledge experience and desire. This is the starting point the idea is to find an agreement during the process.
23 days vacation your birthday December 24th and 31st.
#TroulaDays What is this At Gradiant you can choose one Friday off per month so you can disconnect and enjoy a longer weekend.
Teleworking and office. Decide how and when you want to work with your team to strike a balance.
We will provide you with all the necessary equipment so that you can work comfortably.
Work-life balance. Your work-life balance is really important to us.
Our culture is our goal: a working environment where horizontal communication is our maxim.
We promote a work enviroment based on equal opportunities and believe in the value of diversity and inclusion. We welcome everyone to join our teamregardless of gender origin sexual orientation beliefs or disability. What truly matters is your desire to grow at Gradiant.
You can write to us at and we will be happy to help you.
