<p>Postdoctoral Associate:</p> <p>Required Qualifications: (as evidenced by an attached resume)</p> <p>Doctoral Degree (or foreign equivalent) in Computer Science, Applied Mathematics, Physics, Computational Biology, Neuroscience with Computational or Theoretical focus, or a closely related field.</p> <p>Preferred Qualifications:</p> <p>Familiar with Information Theory, Probabilistic Inference, Algebraic Topology and Wavelet analysis theory. Familiar with Matlab/Python/C programming. Experience with Pytorch and multi-GPU model deployment. Experience in analyzing complex time series data.</p> <p>Brief Description of Duties:</p> <p>The Postdoctoral Associate will assist the Principal Investigator Dr. Siwei Wang in the department of Neurobiology & Behavior. The incumbent will conduct research and ensure that all experiments are appropriately conducted following the policies and procedures of Stony Brook University.</p> <p>The research performed will focus on data analysis of electrophysiological, calcium imaging and video based kinematic data as well as developing biology informed self-supervised learning models. Within the predetermined research scope and methodology, conduct research experiments in the field of neuroscience, computational neuroscience and biologically plausible machine learning tools.</p> <p>Duties:</p> <ul> <li>Analyze data and developing biologically plausible machine learning frameworks, and perform computational studies relying on modeling, including programming and </li></ul> <p>theoretical analysis.</p> <ul> <li>Participate/assist in manuscript writing for publication in scientific journals and/or presentations. May also assist in </li></ul> <p>grant writing.</p> <ul> <li>Lab maintenance, including equipment maintenance and ordering of supplies as needed. </li><li>Training of colleagues. </li><li>Other duties as assigned, which may include attending Scientific Conferences and Meetings. </li></ul> <p>Senior Postdoctoral Associate:</p> <p>Required Qualifications: (as evidenced by an attached resume)</p> <p>Doctoral Degree (or foreign equivalent) in Computer Science, Applied Mathematics, Physics, Computational Biology, Neuroscience with Computational or Theoretical focus, or a closely related field. Three years of research experience.</p> <p>Preferred Qualifications:</p> <p>Familiar with Information Theory, Probabilistic Inference, Algebraic Topology and Wavelet analysis theory. Familiar with Matlab/Python/C programming. Experience with Pytorch and multi-GPU model deployment. Experience in analyzing complex time series data.</p> <p>Brief Description of Duties:</p> <p>The Senior Postdoctoral Associate will assist the Principal Investigator Dr. Siwei Wang in the department of Neurobiology & Behavior. The incumbent will conduct research and ensure that all experiments are appropriately conducted following the policies and procedures of Stony Brook University.</p> <p>The research performed will focus on data analysis of electrophysiological, calcium imaging and video based kinematic data as well as developing biology informed self-supervised learning models. Within the predetermined research scope and methodology, conduct research experiments in the field of neuroscience, computational neuroscience and biologically plausible machine learning tools.</p> <p>Duties:</p> <ul> <li>Analyze data and developing biologically plausible machine learning frameworks, and perform computational studies relying on modeling, including programming and </li></ul> <p>theoretical analysis.</p> <ul> <li>Participate/assist in manuscript writing for publication in scientific journals and/or presentations. May also assist in </li></ul> <p>grant writing.</p> <ul> <li>Lab maintenance, including equipment maintenance and ordering of supplies as needed. </li><li>Training of colleagues. </li><li>Other duties as assigned, which may include attending Scientific Conferences and Meetings. </li></ul> <p>Special Notes:</p> <p>The Research Foundation of SUNY is a private educational corporation. Employment is subject to the Research Foundation policies and procedures, sponsor guidelines and the availability of funding. FLSA Exempt position, not eligible for the overtime provisions of the FLSA. Minimum salary threshold must be met to maintain FLSA exemption.</p> <p>Visit The Office of Postdoctoral Affairs to learn more about our postdoctoral community.</p> <p>Resume/CV and cover letter should be included with the online application.</p> <p>Stony Brook University is committed to excellence in diversity and the creation of an inclusive learning, and working environment. All qualified applicants will receive consideration for employment without regard to race, color, national origin, religion, sex, pregnancy, familial status, sexual orientation, gender identity or expression, age, disability, genetic information, veteran status and all other protected classes under federal or state laws.</p> <p>If you need a disability-related accommodation, please call the university Office of Equity and Access (OEA) at (631) 632-6280 or visit OEA.</p> <p>In accordance with the Title II Crime Awareness and Security Act a copy of our crime statistics can be viewed here.</p> <p>Visit our WHY WORK HERE page to learn about the total rewards we offer.</p> <p>SUNY Research Foundation: A Great Place to Work.</p> <p>The starting salary range (or hiring range) to be offered for this position is noted below, it represents SBU's good faith and reasonable estimate of the range of possible compensation at the time of posting.</p> <p>'693387</p>