KTH Royal Institute of Technology in Stockholm has grown to become one of Europe’s leading technical and engineering universities, as well as a key centre of intellectual talent and innovation. We are Sweden’s largest technical research and learning institution and home to students, researchers and faculty from around the world. Our research and education covers a wide area including natural sciences and all branches of engineering, as well as architecture, industrial management, urban planning, history and philosophy.
The project investigates efficient architectures and machine-learning algorithms for edge computing nodes in embedded systems for specific applications in medical, healthcare, automotive and robotics domains. Such edge computing nodes appearing in various sensor networks and IoT devices often need to process large amount of sensor data in real time and communicate via wired och wireless channels to external devices with high throughput. The problem is especially challenging because of limited resources in terms of area, power and storage and strict non-functional requirements on predictability and dependability in those embedded computing devices . This calls for innovative architectures on which approximate machine learning algorithms can execute efficiently to perform runtime data analytic tasks such as data filtering, feature extraction and anomaly detection etc.
The position includes both research in the project 80% and teaching duties in the department 20%.
What we offer
We are looking for a Postdoc who has genuine interest in hardware architecture, hardware/software architecture specialization for machine learning, and embedded system design. The Postdoc is expected to have strong background in computer or electrical engineering, embedded systems, and machine learning algorithms. The Postdoc is expected to be able to publish high quality papers and develop research prototype.
Great emphasis will be placed on personal competence and suitability.
Trade union representatives
You will find contact information to trade union representatives at KTH's webbpage.
Log into KTH's recruitment system in order to apply to this position. You are the main responsible to ensure that your application is complete according to the ad.
The application must include:
Your complete application must be received at KTH no later than the last day of application, midnight CET/CEST (Central European Time/Central European Summer Time).
About the employment
The position offered is still valid for one year and then the employment may be renewed for a maximum of one year.
A position as a postdoctoral fellow is a time-limited qualified appointment focusing mainly on research, intended as a first career step after a dissertation.
Gender equality, diversity and zero tolerance against discrimination and harassment are important aspects of KTH's work with quality as well as core values in our organization.
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Disclaimer: In case of discrepancy between the Swedish original and the English translation of the job announcement, the Swedish version takes precedence.
Type of employment: Temporary position longer than 6 months
|Titel||Postdoc in Smart Edge Computing|
|Employer||KTH Royal Institute of Technology|
|Job location||Valhallavägen 79, 100 44 Stockholm|
|Gepubliceerd||januari 12, 2021|
|Sluitingsdatum||maart 1, 2021|
|Vakgebieden||Algoritmen,   Computerarchitectuur,   Informatiesystemen (Bedrijfsinformatica),   Programmeertalen,   Softwaretechniek,   Computertechniek (Computer engineering),   Elektrotechniek,   Machinaal Leren  |