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Data Scientist

2 months ago

Syracuse, United States INFICON Full time
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