Scientific Researcher
1 month ago
The Fralin Biomedical Research Institute at Virginia Tech is seeking a skilled Scientific Programmer to manage and further develop the lab's neural network models for estimating neuromodulator concentrations from in vivo neurochemical recordings. The successful candidate will have experience with modern programming tools, machine learning, and neural networks. This person will work under the direction of Dr. Read Montague, maintaining and implementing the lab's current neural network models, and participating with other lab members in further developing models for estimating neuromodulator concentrations. The successful candidate will also help with implementing machine learning approaches to other problems arising in the lab.
Key Responsibilities:
- Develop and maintain neural network models for estimating neuromodulator concentrations
- Implement machine learning approaches to other problems in the lab
- Work with other lab members to further develop models
- Maintain and implement the lab's current neural network models
Requirements:
- Demonstrated programming experience
- Master's degree in a quantitative discipline or equivalent education, training, or experience
- Demonstrated experience in machine learning and neural networks
- Ability to work independently on multiple deadlines with competing deadlines
- Ability to work effectively with other team members
Preferred Qualifications:
- Programming experience in Python, R, or Matlab
- Experience using TensorFlow, Keras, and PyTorch
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