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    Machine Learning Engineer - New York, United States - The Rockefeller University

    The Rockefeller University
    The Rockefeller University New York, United States

    2 weeks ago

    Default job background
    Full time
    Description
    Organization Overview

    Many of our most sophisticated cognitive abilities are thought to have evolved to subserve social interactions, yet the underlying computations that make these interactions possible, in all their complexity and nuance, remain elusive. The Price Family Center for the Social Brain (PFCSB) at The Rockefeller University was therefore established to map the molecular, cellular and circuit mechanisms of social behavior and to use these insights to forge new links between basic and applied neuroscience, with the ultimate goal to alleviate impairments of social brain function. Central to the PFCSB's ambitious goal is to leverage and build on recent advances in AI-based Computer Vision technologies to characterize the detailed behavioral dynamics of interacting pairs and populations of animals. The Data Science Resource Center (DSRC) at The Rockefeller University will work in close collaboration with Price Center scientists to advance these research objectives with the development of novel machine learning and artificial intelligence (ML/AI) algorithms that can shed light on the fundamental building blocks of social behaviors. The newly-created Data Science Resource Center (DSRC) is responsible for supporting and advancing the research objectives of The Rockefeller University's faculty and staff.
    Overview

    The PFCSB aims to elucidate the neural and behavioral algorithms of social behavior across a wide array of species, from ants and flies to songbirds and primates. Fulfilling this mission will require, among many innovations, the development and implementation of powerful technologies to study neural activity in socially interacting animals, in real time.

    Reporting to Dr. Paolo Emilio Barbano, Director of the DSC and advised by Dr. Vanessa Ruta, Director of the PFCSB, the ideal candidate will work in close collaboration with neuroscientists across nine core labs to research, develop and implement innovative approaches and create end-to-end pipelines to detect, track and analyze the behavior of animals both in controlled laboratory settings and in more complex natural landscapes.

    We welcome applications from creative, highly motivated, and ambitious candidates interested in pursuing projects based on their own ideas or within the existing lines of work at the interface of experimental and computational system neuroscience.

    Responsibilities

    Responsibilities include:
    • Research, implement, and deploy state-of-the-art CV algorithms and systems for the identification, tracking and analysis of animal behavior
    • Build prototypes and explore conceptually innovative solutions
    • Work at creating CV and predictive ML workflows in close collaboration with members of the nine laboratories that form the core of the PFCSB (Dr. Vanessa Ruta, Laboratory of Neurophysiology and Behavior, Dr. W inrich Freiwald, Laboratory of Neural Systems, Dr. Cori Bargmann, Lulu and Anthony Wang Laboratory of Neural Circuits and Behavior, Dr. Leslie Vosshall, Laboratory of Neurogenetics and Behavior, Dr. Erich Jarvis, Laboratory of Neurogenetics of Language, Dr. Priya Rajasethupathy, Laboratory of Neural Dynamics and Cognition, Dr. Alipasha Vaziri, Laboratory of Neurotechnology and Biophysics, and Dr. Michael Young, Laboratory of Genetics)
    • Other duties and special projects as assigned.
    Qualifications

    Requirements
    • Ph.D. in Computer Vision, Neuroscience, Computer Science, physics, EE or related field
    • Candidate must be highly motivated, ambitious, and creative
    The Rockefeller University does not discriminate in employment on the basis of race, color, religion, sex (including pregnancy, gender identity), national origin, political affiliation, sexual orientation, marital status, disability, genetic information, age, membership in an employee organization, retaliation, parental status, military service or other non-merit factor. All qualified applicants will receive consideration for employment without regard to the characteristics listed above.

    The salary of the finalist selected for this role will be set based on various factors, including but not limited to organizational budgets, qualifications, experience, education, licenses, specialty, and training. The hiring range provided represents The Rockefeller University's good faith and reasonable estimate of the range of possible compensation at the time of posting.

    Compensation Range: Min

    USD $70,000.00/Yr.
    Compensation Range: Max

    USD $130,000.00/Yr.
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