The Department of Electronic Systems at Norwegian University of Science and Technology (NTNU) has a vacancy for 2 PhD Research Fellows in machine-learning/signal-processing for Industry 4.0. The successful candidate will be offered a 3-year position (or 4-year with 25% work assignments for the Department).

About the position:
  • PhD Position N.1 Model-Based Sensor Validation: The activities related to this position include exploring and defining advanced solutions by integrating domain knowledge related to the considered use cases with linear/nonlinear estimation/detection and data fusion techniques according to a Bayesian framework. A peculiar aspect is represented by considering dynamic risk analysis into the algorithm design to be used with real-time data availability.
  • PhD Position N.2 – Data-Driven Sensor Validation: The activities related to this position include time-series modeling and monitoring based on shallow and/or deep networks with focus on soft decisions and related confidence in order to be compatible with a Bayesian framework. A peculiar aspect is represented by considering dynamic risk analysis into the algorithm design to be used with real-time data availability.

Requirements:

  • Applicant must hold Master’s degree in Electrical Engineering, Computer Science, Applied Mathematics, or other relevant disciplines;
  • Strong mathematical background and research-oriented master thesis in a related field (e.g., signal processing, statistical machine learning, applied mathematics);
  • Significant experience with programming (preferably Matlab and/or Python).
  • Applicants who do not master a Scandinavian language should provide evidence of good written and spoken English language skills. The following tests can be used as documentation: TOEFL, IELTS, Cambridge Certificate in Advanced English (CAE), or Cambridge Certificate of Proficiency in English (CPE). Minimum scores are: TOEFL: 600 (paper-based test), 92 (Internet-based test); IELTS: 6.5, with no section lower than 5.5 (only Academic IELTS test accepted); CAE/CPE: grade B or A.

Applications:

Apply online and the application must include:

  • Application letter describing your motivation, relevant experience, skills and qualifications;
  • CV including information about education background and work experience;
  • Certified copies of relevant transcripts and diplomas (candidates from universities outside Norway are kindly requested to send a Diploma Supplement or similar documentation, which describes in detail the program of study, the grading system, and the rights to further studies associated with the degree obtained);
  • Brief research vision for the position (maximum 2 pages);
  • Contact information for two references;
  • Documentation of fluency in the English language.
—————–Quick Overview————-
Organization

Norwegian University of Science and Technology (NTNU)

Country Norway
Fellowship Level Doctoral
Subject areas Electrical Engineering, Computer Science, Applied Mathematics
Fellowship amount Varies
Eligibility Open to all nationalities
Deadline 10th October 2020
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Company Information
  • Total Jobs 13 Jobs
  • Address Norway
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