Post-Doc Research Associate

Job description

Position Title:

Post-Doc Research Associate

Vacancy ID:

PDS002872

Department:

Psychiatry - Research - 412250

Position Type:

Postdoctoral Scholar

Salary Range:

$47,476 - $55,596

Full-time/Part-time:

Full Time

FTE:

1.0

Estimated Duration of Appointment:

12 Months

Posting Open Date:

09/21/2020

Open Until Filled:

Yes

Work Location:

Chapel Hill, NC

Position Summary:

The NIRAL Lab in the Department of Psychiatry, and Neuroscience Center at the University of North Carolina at Chapel Hill seeks a talented, highly motivated postdoctoral researcher with a background in machine learning and/or biomedical image processing. The NIRAL Lab is developing software to support AI-driven techniques to rapidly diagnose, track, and treat neurodisorders. Responsibilities will include: – Developing deep-learning approaches for insight and analysis about mouse behavior from video
- Machine Learning: use your expertise in statistics and machine learning to analyze high dimensional medical imaging data
- Make it easy to get high quality, automated, results without expert intervention. Build scalable products and reusable libraries in Python, Scala, and/or C++, taking advantage of Spark, Hadoop, and other tool stacks as appropriate.
- Developing computational and algorithmic approaches to understand the neurobiological mechanism of neurodisorders
- Interact cross-functionally: work with people across the team to find creative solutions and deliver them
- Skilled at data visualization and presentation The candidate will be called upon to present work at national and international research conferences.

Educational Requirements:

Ph.D. in Computer Science, Information Science, Biomedical Data Science, Mathematics, Statistics, or a related technical discipline.
– Experience with Computer Vision and Deep Learning architectures (CNNs, RNNs, etc).
– Strong foundation in machine learning and data science.
- Programming skills with proficiency in Python, Java, and/or R.

Qualifications and Experience:

Experience with neuroimaging/neuroscience studies.
- Experience with machine learning frameworks such as scikit-learn, TensorFlow, PyTorch, and/or Keras.
- Experience with biomedical image processing
- Ability to present/visualize outputs to multidisciplinary audience.

Equal Opportunity Employer:

The University of North Carolina at Chapel Hill is an equal opportunity and affirmative action employer. All qualified applicants will receive consideration for employment without regard to age, color, disability, gender, gender expression, gender identity, genetic information, race, national origin, religion, sex, sexual orientation, or status as a protected veteran.

Special Instructions:

For information on UNC Postdoctoral Benefits and Services click here

 

 

 

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Job No:
Posted: 9/23/2020
Application Due: 12/22/2020
Work Type:
Salary: