Neural Data Scientist - Neuro-AI for Brain Dynamics

Knack; Florida; Vor Ort; USD 120.000 - 170.000; Vollzeit

Zusammenfassung

The Max Planck Florida Institute for Neuroscience (MPFI) seeks a Neural Data Scientist to advance a Neuro-AI Initiative, expanding computing, predictive modeling, and data analytics within a world-class experimental community. The role embeds computational neuroscience to accelerate discoveries and develop novel analytical tools that speed science and foster collaboration.

Work with MPFI's leadership to create AI-driven analyses of neural dynamics and behavior, build modular platforms, and share

Qualifikationen

• PhD in ML/CS/BE/neuro/biophysics or related field.
• Expertise in AI/ML, especially deep learning, on neural or biosensor data.
• Track record of close collaboration with experimentalists, influencing design/ hypotheses.
• Proficiency in Python and ML frameworks (PyTorch, TensorFlow, JAX).
• Strong publication record and cross-disciplinary research.

Aufgaben

• Translate open biological questions into precise hypotheses about neural dynamics, computation, and behavior.
• Guide experimental design with theory.
• Develop deep learning and dynamical modeling for large-scale neural data.
• Build shared computational tools and GUI-based analysis pipelines for researchers.
• Oversee HPC/cloud resources for large-scale modeling and reproducible workflows.

Kenntnisse

AI/ML (deep learning)

Python

PyTorch

TensorFlow

JAX

Collaboration with experimentalists

Publications in interdisciplinary rese

Ausbildung

PhD in Machine Learning, Computer Science, Biomedical Engineering, Computational Neuroscience, Biophysics, or related field

Tools

HPC clusters

Cloud computing

Jobbeschreibung

The Max Planck Florida Institute for Neuroscience (MPFI) seeks a Neural Data Scientist to advance a Neuro-AI Initiative, expanding computing, predictive modeling, and data analytics within a world-class experimental community. The role embeds computational neuroscience to accelerate discoveries and develop novel analytical tools that speed science and foster collaboration.

Work with MPFI's leadership to create AI-driven analyses of neural dynamics and behavior, build modular platforms, and share