Computational Neuroscientist, Modeling / Theory
Astera InstituteAI Research, company
Emeryville, United StatesLead
Data & AI
About the role
TL;DR
Develop and lead research programs to understand neural codes and build theoretical frameworks for brain modeling.
- •Astera Neuro is seeking Computational Neuroscientists to develop and lead research programs focused on understanding neural codes underlying perception, thought, and behavior.
- •This role involves building new theoretical frameworks for how the brain models the world using unprecedented scale and quality of neural data.
- •Key Responsibilities Build models of compositional neural representation and coupled dynamical-systems models of brain area interactions.
- •Analyze fixed-point structures and sculpt inputs for steerable systems via optogenetic and electrical stimulation.
- •Stitch data across subjects and species into foundation models of neural activity.
- •Propose and design new experiments to sharply separate competing models.
- •Abstract computational principles into new NeuroAI architectures.
- •Requirements Demonstrated ability to lead computational or theoretical research projects end-to-end.
- •Depth in dynamical systems, including fixed-point and attractor analysis.
- •Strong computational skills in Python and modern ML frameworks (PyTorch, JAX).
- •Hands-on experience analyzing large-scale neural datasets (electrophysiology, imaging).
- •Ability to work closely with experimental neuroscientists and engineers.
Required skills
PythonPyTorchJAX
Domain expertise
biotechdeeptechaihealthcare
Tech stack
PythonPyTorchJAXGitLinux