PhD position on Multimodal Machine Learning and Computer Vision

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PhD position on Multimodal Machine Learning and Computer Vision

Deadline Published on Vacancy ID 1997

Academic fields

Engineering

Job types

PhD

Education level

University graduate

Weekly hours

40 hours per week

Salary indication

€2901—€3707 per month

Location

Drienerlolaan 5, 7522NB, Enschede

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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.

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.

High Tech and Human Touch

Join the university of technology that puts people first. Create new possibilities for yourself, your colleagues and society as a whole. Using modern technology and science to drive innovation, change and progress. That’s what it means to work at the University of Twente.

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