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Data Engineer/Scientist (Remote)

Company

INFICON

Address Newton, MA, United States
Employment type FULL_TIME
Salary
Category Appliances, Electrical, and Electronics Manufacturing
Expires 2023-11-30
Posted at 11 months ago
Job Description
Company Description


INFICON is a growing, global, leading provider of innovative technologies that enhance productivity and quality in sophisticated industrial processes. The products provided by INFICON are world-class instruments for gas analysis, measurement, and control and are vital to manufacturers and end-users in the complex fabrication of semiconductors and thin film coatings. INFICON is headquartered in Switzerland and has world-class manufacturing facilities in Europe, the United States, and China with subsidiaries located throughout the world.



On the FabGuard team, we develop software to collect, integrate, and monitor data from across the fabrication plant. Our products are already critical components for monitoring semiconductor manufacturing lines. Now, we are building the AI/ML tools our customers need to automate regulation and control of those manufacturing lines. The FabGuard Data Science team performs research and development of novel modeling techniques that enable this effort.


You will be empowered to design and develop a data science ecosystem to facilitate our work. Your primary functions will include developing and maintaining data infrastructure, automating data cleaning and feature extraction procedures, and contributing to our internal codebase. You will be expected to collaborate closely with Data Scientists on the development of novel machine learning algorithms, and may eventually lead development projects.


Responsibilities:


  • Collaborate with customers and application engineers to collect and label manufacturing data
  • Collaborate with other data scientists to develop features and ML for automated process control
  • Develop robust methods and code to process data collected from the field in a repeatable manner
  • Train other stakeholders on use of data infrastructure
  • Prototype algorithms for proof of concept, validation, and software implementation
  • Develop and support systems for testing of machine learning algorithms and their output
  • Design and maintain on-prem data infrastructure


Preferred Qualifications
  • Master’s degree or higher in applied mathematics/statistics, computer science, chemical engineering or related technical field
  • Experience with agile development practices and Git version control
  • Demonstrated ability in database design
  • 3 years’ experience in semiconductor manufacturing
  • 3 years’ experience in a data science role
  • Experience with C++ a plus
  • Demonstrated ability with python
  • Demonstrated expertise with SQL, Graph stores, and/or NoSQL stores
  • 2 out of 3 of:
  • 3 years’ experience in a data engineering role


Equal Opportunity Employer/Protected Veterans/Individuals with Disabilities


The contractor will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the contractor’s legal duty to furnish information. 41 CFR 60-1.35(c)


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