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    Data Scientist - Syracuse, United States - INFICON

    INFICON
    INFICON Syracuse, United States

    3 weeks ago

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    Description
    Company Description


    INFICON is a leading provider of innovative instrumentation, critical sensor technologies, and Smart Manufacturing/Industry 4.0 software solutions that enhance productivity and quality of tools, processes, and complete factories.

    These analysis, measurement and control products are essential for gas leak detection in air conditioning/refrigeration and automotive manufacturing.

    They are vital to equipment manufacturers and end-users in the complex fabrication of semiconductors and thin film coatings for optics, flat panel displays, solar cells and industrial vacuum coating applications.

    Other users of our vacuum-based processes include the life sciences, research, aerospace, packaging, heat treatment, laser cutting and many other industrial processes.

    We also leverage our expertise in vacuum technology to provide unique, toxic chemical analysis products for emergency response, security, and environmental health and safety.

    Job Description

    Apply your mastery of state-of-the-art machine learning technologies to difficult problems on noisy high-dimensional data. Work in a multi-disciplinary team that includes experts in Physics, Computer Science, Mathematics, Chemistry, Electronics, and Semiconductor Manufacturing. Your research will have high visibility due to its high potential to increase the value of global products.
    Qualifications


    Responsibilities:
    Research and develop models for identification of chemical compounds in sensor data from instruments
    Develop experiments and software to collect and process datasets for training and testing of your models
    Qualify and quantify performance of prototypes, both in the lab and in the field

    Required background:
    3-5+ years of professional experience as a Data Scientist at the enterprise level (required)
    Masters degree in Computer Science or Applied Mathematics, with specialization in Data Science and Machine Learning.

    Candidates with a PhD are strongly encouraged to apply
    Fluency with Python, Linux, Scientific Computing, and Machine Learning Libraries
    Accomplished Software Developer with experience training and testing ML modules on large data sets

    Preferred background:
    Demonstrated ability with statistical ML and with neural networks
    Signal processing
    Published papers and/or code for analyzing sensor data or process control data
    Prior work with unsupervised or semi-supervised ML for anomaly detection
    Experience with pyTorch or Tensorflow
    Experience with multivariate time series analysis and modeling techniques
    Knowledge of Physics or Chemometrics or Process Control
    C++ Software Development
    Additional Information

    For New York, the expected salary range for this position is between

    $110,000 and $135,000 per year.

    In addition, INFICON employees are eligible for a profit sharing bonus with a target of 10%.

    The actual compensation will be determined based on experience, location, and other factors permitted by law

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