Postdoctoral Research Fellow in Ultrasound and Signal Processing

University of Oslo

Norway

January 2, 2022

Description

Postdoctoral Research Fellow in Ultrasound and Signal Processing About the position

Position as Postdoctoral Research Fellow in signal processing and acoustics available at the Digital Signal Processing and Image Analysis group (DSB), Section for Machine Learning, Department of Informatics, University of Oslo.

No one can be appointed for more than one Postdoctoral Research Fellowship at the University of Oslo. Starting date as soon as possible.

The DSB research group has six full-time and six adjunct positions. We perform research over a wide range of applications in image analysis and deep learning, as well as in digital signal processing/acoustic imaging. There are about 25 Postdocs and PhD students in the group with financing from a variety of national and international funding agencies, as well as from industry.

The fellowship period is for three years and is devoted to carrying out research in acoustic signal processing and image reconstruction.

The main purpose of a postdoctoral fellowship is to provide the candidates with enhanced skills to pursue a scientific top position within or beyond academia. To promote a strategic career path, all postdoctoral research fellows are required to submit a professional development plan no later than one month after commencement of the postdoctoral period.

Job description

In this postdoctoral position, you will get ample opportunities to develop your research in acoustic image reconstruction together with us in the DSB group and our partners.

Your research should primarily be in medical ultrasound, but other acoustic imaging or array signal processing applications might also be appropriate. The position is focused on methods and algorithms for enhanced image reconstruction in acoustic imaging. Examples of thematics are non-linear effects and tissue characterization, ultrasound elastography, dual-frequency systems (including SURF), adaptive beamforming and aberration correction, full-waveform inversion/imaging and coherence-based methods.

Our laboratory and computing facilities will allow to apply and evaluate the developed algorithms on real recorded data collected by our group and partners (e.g., ultrasound, sonar, and seismology datasets), as well as on synthetic datasets generated from wave-propagation simulations. Your work should integrate with other PhD and Postdoc projects in the group. A motivating factor for pursuing research in acoustic imaging lays in the fact that enhanced medical imaging helps to improve health care and diagnostics.

The candidate shall publish research results in international peer-reviewed journals in collaboration with the DSB group and its research partners.This position is funded by the Department of Informatics and is placed with the DSB group with office in the Ole-Johan Dahl Building, close to the Forskningsparken metro and tramway station in Oslo.

Qualification requirements

The Faculty of Mathematics and Natural Sciences has a strategic ambition to be among Europe's leading communities for research, education and innovation. Candidates for these fellowships will be selected in accordance with this, and expected to be in the upper segment of their class with respect to academic credentials.

We look for a self-driven, motivated, and enthusiastic candidate who can work efficiently both in teams and individually.

Absolute requirements:

  • Applicants must hold a degree equivalent to a Norwegian doctoral degree in acoustic imaging, array signal processing, or image reconstruction. Doctoral dissertation must be submitted for evaluation by the closing date. Only applicants with an approved doctoral thesis and public defence are eligible for appointment
  • Fluent oral and written communication skills in English
  • Experience in acoustic imaging and acoustic signal processing
  • Proficiency in scientific programming (Python / Matlab / Julia / R / bash)
  • Strong skills in signal processing and numerical methods
  • Willingness to be part of a team and to share knowledge and skills
  • Ability to communicate science
  • Strong writing skills
  • The following qualifications are also desirable and will be an advantage in the evaluation:

  • Experience from image reconstruction and beamforming research, in particular in acoustics, including ultrasound and sonar
  • Experience in using the Ultrasound Toolbox (https: // www. ustb.no), or similar processing frameworks for acoustic image reconstruction
  • Lab work and using/programming ultrasound scanners. Measurements in water tanks and positioning systems for acoustic measurements
  • Experience in non-linear acoustics
  • Development of tissue characterization methods and noise suppression using dual/multi-frequency band ultrasound pulse complexes
  • Experience in research on algorithms – including adaptive array signal processing – for enhanced image quality in ultrasound, sonar, and beyond
  • Experience in development of software for acoustic imaging
  • Experience in simulation of acoustic wave propagation, in particular for medical ultrasound and sonar
  • Knowledge of a Scandinavian language
  • Teaching and supervision experience is an advantage
  • We offer
  • Salary NOK 526 000 – 608 200 per year depending on qualifications in position as Postdoctoral Research Fellowship (position code 1352)
  • Attractive welfare benefits and a generous pension agreement
  • Professionally stimulating working environment
  • Vibrant international academic environment
  • Postdoctoral development programmes
  • Oslo's family-friendly surroundings with their rich opportunities for culture and outdoor activities
  • How to apply

    The application must include:

  • 1) Cover letter (maximum 3 pages) which also includes:
  • The applicant's relevance in relation to the required and desired qualifications listed in the announcement.
  • A statement declaring that the candidate's research will be within the fields of the DSB group and the focus of this position.
  • Names and contact details of 2-3 references (name, relation to candidate, e-mail and telephone number).
  • 2) Description of your research objectives and ideas – project description (max 1 page)
  • 3) CV, including:
  • Education, positions, pedagogical experience, administrative experience, reviewer work, and other qualifying activities
  • Complete publication list and scientific works that shall be considered in the evaluation. The list must clearly state which of these works that has undergone peer-review. Up to five of the most relevant publications shall also be included as separate full-text PDF attachments
  • An account of the relevance of previous publications in the context of research in the DSB group
  • 4) Copies of educational certificates, academic transcript of records
  • 5) Documentation of English proficiency
  • The application with attachments must be delivered in our electronic recruiting system (please follow the link “Apply for this job”). Foreign applicants are advised to attach an explanation of their university's grading system. Please note that all documents should be in English or a Scandinavian language and shall be submitted in PDF format.

    Applicants may be called in for an interview.

    In assessing the applications, special emphasis will be placed on the documented, academic qualifications, the project description as well as the candidate's motivation and personal suitability.

    Formal regulations

    Please see the guidelines and regulations for appointments to Postdoctoral fellowships at the University of Oslo.

    No one can be appointed for more than one Postdoctoral Fellow period at the University of Oslo.

    According to the Norwegian Freedom of Information Act (Offentleglova) information about the applicant may be included in the public applicant list, also in cases where the applicant has requested non-disclosure.

    The University of Oslo has an agreement for all employees, aiming to secure rights to research results etc.

    The University of Oslo aims to achieve a balanced gender composition in the workforce and to recruit people with ethnic minority backgrounds.

    Contact information

    For further information, for example regarding the research plan elaboration, please contact Professor Andreas Austeng, phone: +47 22852741, e-mail: andreas.austeng@ifi.uio.no or Associate Professor Sven Peter Näsholm, phone: +47 22840068 / +47 93834349, e-mail: svenpn@ifi.uio.no or

    For technical questions regarding the recruitment system, please contact HR Adviser Therese Ringvold, e-mail: therese.ringvold@mn.uio.no

    About the University of Oslo

    The University of Oslo is Norway's oldest and highest rated institution of research and education with 28 000 students and 7000 employees. Its broad range of academic disciplines and internationally esteemed research communities make UiO an important contributor to society.

    The Department of Informatics (IFI) is one of nine departments belonging to the Faculty of Mathematics and Natural Sciences. IFI is Norway's largest university department for general education and research in Computer Science and related topics.

    The Department has more than 1800 students on bachelor level, 600 master students, and over 240 PhDs and postdocs. The overall staff of the Department is close to 370 employees, about 280 of these in full time positions. The full time tenured academic staff is 75, mostly Full/Associate Professors.

    Deadline

    2nd January 2022

    Employer

    University of Oslo

    Municipality

    Oslo

    Scope

    Fulltime (1 jobs) Fulltime (%)

    Duration

    Engagement

    Place of service

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