Postdoc (m/f/d) in “Artificial intelligence and software development for behavioural quantification”

TN Germany; München; Vor Ort; EUR 55.000 - 75.000; Vollzeit

Zusammenfassung

An innovative research institute is seeking a motivated Postdoc to work at the intersection of artificial intelligence and behavioral science. This role offers the chance to collaborate with leading researchers and develop advanced AI algorithms for behavioral quantification. You will be part of a dynamic team, utilizing state-of-the-art facilities to push the boundaries of research in stress-related disorders. With flexible hours and opportunities for career development, this position is perfect for those looking to make a significant impact in the field of psychiatric research. Join us in transforming scientific discoveries into real-world applications.

Leistungen

Flexible hours

Home office options

Travel budget for conferences

Career development courses

State-of-the-art facilities

Good public transport connection

Qualifikationen

• PhD required in biology, computer science, or a related field.
• Experience in Python programming and package development is essential.

Aufgaben

• Quantify behavioral traits using AI techniques and develop algorithms.
• Maintain and enhance the DeepOF Python package for motion tracking.

Kenntnisse

Python Programming

Deep Learning Frameworks (TensorFlow / PyTorch)

Time Series Modeling/Processing

Independent Work

English Proficiency

Ausbildung

PhD in Biology

PhD in Computer Science

PhD in Related Field

Tools

DeepOF Python Package

DeepLabCut

SLEAP

Jobbeschreibung

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Postdoc (m/f/d) in “Artificial intelligence and software development for behavioural quantification”, Munich

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Client:

Max Planck Institute of Psychiatry

Location:

Job Category:

Other

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EU work permit required:

Yes

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Job Reference:

428295fa1ca4

Job Views:

1

Posted:

01.05.2025

Expiry Date:

15.06.2025

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Job Description:

At the Max Planck Institute of Psychiatry, basic scientists and clinicians work closely to understand the causes of complex brain diseases, aiming to develop new prevention and treatment strategies. The institute combines neurobiological research, clinical studies, molecular genetics, and computational approaches to translate research into patient benefits.

The clinic, located in Schwabing, Munich, includes psychiatric wards, day clinics, and serves around 2,000 patients annually. The Research Group “Statistical Genetics,” led by Bertram Müller-Myhsok, is seeking a motivated Postdoc (m/f/d) in “Artificial intelligence and software development for behavioural quantification” starting 01.04.2024.

The successful candidate will collaborate with the “Stress Resilience” research group led by Dr. Mathias Schmidt. The role focuses on quantifying behavioral traits using advanced AI techniques, including deep learning algorithms for markerless motion tracking with tools like DeepLabCut and SLEAP. The candidate will maintain and develop the DeepOF Python package, develop new algorithms for motion embedding, extend software capabilities to new animals, and integrate multimodal data.

Your qualifications

• PhD in biology, computer science, or a related field
• Experience with Python programming and package development
• Knowledge of deep learning frameworks (TensorFlow / PyTorch)
• Experience with time series modeling/processing
• Strong interest in stress-related disorders biology
• Ability to work independently
• Excellent English skills

What we offer

• Interdisciplinary environment fostering collaboration between scientists and clinicians
• Close contact with DeepOF developers
• State-of-the-art facilities and hardware for model training
• Travel budget for conferences and workshops
• Career development courses for post-docs
• Flexible hours and home office options
• Full-time, 24 months with possible extension
• Salary according to TVöD-Bund
• Social benefits per Max Planck Society regulations
• Good public transport connection (job ticket)

Your application:

Please submit online:

• A cover letter with a project summary
• Complete CV and contact details
• At least two references

The position is limited to two years. Women and handicapped applicants with equal qualifications are encouraged to apply. More info at:

• Bertram Müller-Myhsok Group: Link
• Dr. Mathias Schmidt Group: Link