ERC POSTDOC POSITION IN ML/AI-BASED SYNTHESIS AND VERIFICATION OF ANALOG/MIXED-SIGNAL INTEGRATED CIRCUITS

23 November 2021

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Interested applicants should submit a motivation letter with a statement why this project fits with your expertise, a curriculum vitae, the names and contact information of 2 references.

Please do not postpone submitting your application until the deadline. Applications are monitored continuously, and it could be that the vacancy closes before its end date once a candidate has been found.

For more information please contact Prof. dr. ir. Georges Gielen, tel.: +32 16 324076, mail: georges.gielen@kuleuven.be .

You can apply for this job no later than January 02, 2022 via the online application toolKU Leuven seeks to foster an environment where all talents can flourish, regardless of gender, age, cultural background, nationality or impairments. If you have any questions relating to accessibility or support, please contact us at diversiteit.HR@kuleuven.be.

(ref. BAP-2021-807)

Apply before 02 January 2022

The postdoc research will be carried out under the guidance of Prof. Georges Gielen (https://www.esat.kuleuven.be/micas/index.php/georges-gielen), who was awarded the AnalogCreate ERC Advanced Grant and who is an expert in the design and design automation of analog/mixed-signal integrated electronic circuits. The work will be performed in the ESAT-MICAS (Microelectronics and Sensors) research group at the Department of Electrical Engineering (ESAT) at KU Leuven, Europe’s most innovative university (Reuters, since 2016 till now). ESAT-MICAS is internationally renowned for its wide range of research, education and valorization activities in integrated electronics (https://www.esat.kuleuven.be/micas/). MICAS has over 80 researchers (postdocs and PhD students) from many different countries and offers a dynamic, thriving and interdisciplinary environment on a wide portfolio of research projects.

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Responsibilities

Within the frame of the ERC Advanced Research Grant “AnalogCreate” (https://www.kuleuven.be/english/research/EU/p/horizon2020/es/erc/analogcreate) of Prof. Georges Gielen, several PhD positions and one postdoc position are available. Analog and RF electronic circuits are essential in many applications like IoT, biomedical, automotive, etc. Yet, their design remains time consuming and error prone due to the analog complexity and the lack of automation. The overall goal of the AnalogCreate ERC AdG research program is to drastically increase the productivity, optimality and correctness of designing integrated analog electronic circuits. The novelty of the research is to explore and apply innovative algorithmic techniques, including AI and machine learning, to do this. Emphasis is on the autonomous self-learning of the design constraints.

The job opening covers a postdoc position (3 years, possibly extendible) in the frame of the AnalogCreate ERC project. The postdoc researcher will contribute to investigating and developing self-learning algorithms towards the automated synthesis of analog circuits. She/he will have to prototype and validate the methods on actual designs. She/He will also take responsibility in the overall coordination and feasibility demonstration of the AnalogCreate project in interaction with the PhD researchers in the ERC project.

Profile

Candidates should have a strong expertise in (analog/mixed-signal) IC design and computer algorithms (in particular methods of optimization and machine learning/artificial intelligence).

Additional research/development experience in any of the following topics is a plus:

  • hands-on experience in programming;
  • hands-on experience in design of (analog/mixed-signal) integrated circuits;
  • hands-on experience with methods of optimization and/or machine learning/AI.

Candidates should be motivated, independent, show critical thinking and scientific curiosity, and should have strong team-player skills.

Required background: PhD in Electrical Engineering, PhD in Nano Engineering or PhD in Computer Science with proven experience in both analog/mixed-signal integrated electronic circuits and programming/CAD/AI techniques.

Excellent proficiency in the English language is required, as well as good communication skills, both oral and written.

Offer

The position offers :

  • A postdoc position for 3 years, possibly extendable with 1-2 extra years, with a competitive monthly stipend.
  • An exciting interdisciplinary research environment at KU Leuven, Europe’s most innovative university
  • The possibility to participate in international conferences and collaborations
  • The possibility to interact with industry
  • The opportunity to improve leadership skills in coordinating PhD researcher


The starting date is to be negotiated, and can be immediate till the beginning of September 2022 at the latest.