Student Assistant (HIWI) for Nonverbal Interpersonal Communication Exploration (NICE) Toolbox ([...]

Max-Planck-Gesellschaft zur Förderung der Wissenschaften e.V.; Tübingen; Vor Ort; EUR 2.066.000 - 2.342.000; Teilzeit

Zusammenfassung

The Optics and Sensing Laboratory at the Max Planck Institute for Intelligent Systems in Tübingen has an opening for a Student Assistant (HIWI) for Nonverbal Interpersonal Communication Exploration (NICE) Toolbox (f/m/div) to support ongoing research and development activities related to NICE Toolbox. Duration: minimum 12 months, minimum of 12 hrs/week.

The role offers hourly pay of €15.00–€15.61 depending on degree.

Qualifikationen

• Background in machine learning, computer vision, computer science, or a related field.
• Strong Python programming and package installation on Ubuntu/Windows.
• Natural team player and a detail-oriented person, capable of methodically solving problems, passion for technology with a research mindset.
• Good oral and written communication skills in English.

Aufgaben

• Support the integration and implementation of new computer vision algorithms into the NICE Toolbox.
• Assist with testing, evaluation, and optimization of implemented computer vision methods.
• Provide basic user support for researchers using the NICE Toolbox and assist in maintaining and improving user documentation.
• Optional: Support data captures - the technical setup of a multi-camera system, organization and coordination of project participants, as well as data processing.
• Optional: Assist in conduct studies for the evaluation of nonverbal behavior of virtual avatars using the NICE Toolbox.

Kenntnisse

Machine learning

Computer vision

Python programming

English communication

Team player

Tools

Git

OpenCV

PyTorch

scikit-learn

Jobbeschreibung

The Max Planck Institute for Intelligent Systems (MPI-IS) conducts research to understand the principles of perception, action, and learning in natural and artificial systems that successfully interact with complex environments.

The Optics and Sensing Laboratory at the Max Planck Institute for Intelligent Systems in Tübingen has an open position for a

Student Assistant (HIWI) for Nonverbal Interpersonal Communication Exploration (NICE) Toolbox (f/m/div)

to support the ongoing research and development activities related to NICE Toolbox.

About us

We are supporting the development of highly realistic human and animal avatars for use in research, film, virtual reality, biology and medicine. Using unique 3D & 4D capture facilities, machine learning, computer vision and advanced graphics, we are modeling humans and animals shape and behavior.

Department website: https://is.mpg.de/oslab/

The Project

In the NICE Toolbox project, we build software for non computer scientists to support the exploration of non-verbal communication by detecting visual movements and behaviors of humans in videos. The aim is to foster better understanding of social interactions and communication patterns between people.

Examples of detections predicted by Computer Vision algorithms such as gaze and human body pose.

Roles & Responsibilities

• Support the integration and implementation of new computer vision algorithms into the NICE Toolbox.
• Assist with testing, evaluation, and optimization of implemented computer vision methods.
• Provide basic user support for researchers using the NICE Toolbox and assist in maintaining and improving user documentation.
• Optional: Support data captures - the technical setup of a multi-camera system, organization and coordination of project participants, as well as data processing.
• Optional: Assist in conduct studies for the evaluation of nonverbal behavior of virtual avatars using the NICE Toolbox.

Duration

Duration of minimum 12 months, minimum of 12 hrs/week.

Education & Experience

• Background in machine learning, computer vision, computer science, or a related field.
• Good programming skills in Python and experience with installing packages/software on Ubuntu/Windows.
• Natural team player and a detail-oriented person, capable of methodically solving problems, passion for technology with a research mindset.
• Good oral and written communication skills in English.

Good to have

• Experience in software development, including version control (e.g., Git), test-driven development, and good software engineering practices such as code review, debugging, and documentation.
• Experience in machine learning and computer vision frameworks, such as pytorch, opencv, or scikit-learn.
• Experience in computational psychology or interdisciplinary collaboration.
• Basic knowledge of cameras, interest in multi-camera data captures.

Our offer

• We offer good supervision and learning opportunities in machine learning, computer vision, and software development.
• Working in a multidisciplinary collaborative project at MPI for Intelligent Systems (Tübingen).
• An open-minded and motivating working environment.
• Cutting-edge technologies related to computer vision and multi-sensor system.
• Students without a Bachelor’s degree will earn €15,00 per hour. Students holding a Bachelor’s degree will be paid €15,61 per hour. Contracts are given per semester.

The Max Planck Society is committed to increasing the number of individuals with disabilities in its workforce and therefore encourages applications from such qualified individuals. Furthermore, the Max Planck Society seeks to increase the number of women in those areas where they are underrepresented and therefore explicitly encourages women to apply.

Any questions regarding the position should be forwarded to Aleksandr Evgrashin ([e-mail]), Senya Polikovsky ([e-mail]) and Keiko Kitagawa ([e-mail]).

Max-Planck-Institut für Intelligente Systeme, OSLab,

Keiko Kitagawa, Max-Planck-Ring 4, 72076 Tübingen, Germany.

Closing date for applications

The posting is open until filled or no longer needed.