PhD position on Multimodal Machine Learning and Computer Vision

PhD position on Multimodal Machine Learning and Computer Vision

Published Deadline Location
17 Dec 19 Jan Enschede

Job description

The DMB research group is looking for highly motivated and talented PhD candidates. The position is under the supervision of Dr. Estefania Talavera and focuses on the design, development and application of multimodal computer vision frameworks for video analysis with a focus on human behaviour understanding.

You will work on original research multimodal learning and video analysis exploring its application in human behaviour understanding. In particular, you will develop novel algorithms for perceived emotion recognition through the multimodal analysis of verbal and non-verbal social communication cues of individuals who appear in videos. In doing so, you will collaborate with a team of experts in computer vision, machine learning, and related fields.

Specifications

University of Twente (UT)

Requirements

  • You are an enthusiastic and highly motivated researcher with a genuine interest in this field of research.
  • You hold a MSc degree in computer science, mathematics, or equivalent.
  • You have a good team spirit and like to work in an interdisciplinary and internationally oriented environment.
  • You are proficient in English.
  • Experience working with deep learning libraries such as Pytorch/Tensorflow is a plus.

Conditions of employment

  • As a PhD candidate at UT, you will be appointed to a full-time position for four years, with a qualifier in the first year, within a very stimulating and exciting scientific environment;
  • The University offers a dynamic ecosystem with enthusiastic colleagues;
  • Your salary and associated conditions are in accordance with the collective labour agreement for Dutch universities (CAO-NU);
  • You will receive a gross monthly salary ranging from € 2.901,- (first year) to € 3.707,- (fourth year);
  • There are excellent benefits including a holiday allowance of 8% of the gross annual salary, an end-of-year bonus of 8.3%, and a solid pension scheme;
  • A minimum of 232 leave hours in case of full-time employment based on a formal workweek of 38 hours. A full-time employment in practice means 40 hours a week, therefore resulting in 96 extra leave hours on an annual basis.
  • Free access to sports facilities on campus
  • A family-friendly institution that offers parental leave (both paid and unpaid);
  • You will have a training programme as part of the Twente Graduate School where you and your supervisors will determine a plan for a suitable education and supervision;
  • We encourage a high degree of responsibility and independence while collaborating with close colleagues, researchers and other staff.

Additional information

Are you interested in this position? Please send your application via the 'Apply now' button below before January 20, 2025, and include:
  • A cover letter (maximum 2 pages A4), emphasizing your specific interest, qualifications, research project to which you have contributed (e.g. in your final study project), and motivations to apply for this position.
  • A Curriculum Vitae, including a list of all courses attended and grades obtained, and, if applicable, a list of publications and references.
  • An IELTS-test, Internet TOEFL test (TOEFL-iBT), or a Cambridge CAE-C (CPE). Applicants with a non-Dutch qualification and who have not had secondary and tertiary education in English can only be admitted with an IELTS-test showing a total band score of at least 6.5, internet. TOEFL test (TOEFL-iBT) showing a score of at least 90, or a Cambridge CAE-C (CPE).

For more information regarding this position, you are welcome to contact Estefania Talavera via the following email address: e.talaveramartinez@utwente.nl.

Specifications

  • PhD
  • Engineering
  • max. 40 hours per week
  • €2901—€3707 per month
  • University graduate
  • 1997

Employer

University of Twente (UT)

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Location

Drienerlolaan 5, 7522NB, Enschede

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