Data Science Intern (Remote)
About The Position
When manufacturing microscopic semiconductor devices, identifying process deviations early in the process is crucial to saving time and money. As these devices become smaller and more complex, it becomes more difficult to detect these mistakes. Residual Gas Analyzers (RGAs) are advanced sensors that are used to measure the chemical composition of gases during chip manufacturing and can be used to detect potential issues. INFICON is a leading provider of both RGAs and software to the semiconductor industry. We are looking for a data science summer intern with an interest in the intersection of math, physics, engineering, and software. You will join our Smart Sensors team and aid in the development of anomaly detection algorithms for RGAs. Along the way, you will complete a real data science project and be mentored by experienced data scientists and engineers.
Requirements
- 1-2 years of experience with python required. Ideally including pandas, numpy, scikit-learn, matplotlib, and jupyter.
- Familiarity with linear algebra and multivariate statistics, including covariance, eigenvalues and eigenvectors, and Principal Component Analysis (PCA).
- Coursework or interest in physics and chemistry.
- Pursuing a degree in Statistics, Mathematics, Computer Science, Data Science, Engineering, Physics, or similar.
Nice To Haves
- Ideally completed 2+ years.
- Familiarity with mass spectrometry or RGAs.
Responsibilities
- Work within and learn existing models and codebase.
- Explore and visualize multivariate RGA datasets to identify patterns and anomalies.
- Critically evaluate model performance and potential improvements.
- Prototype and test algorithmic improvements.
- Present findings and results to the team.
Benefits
- INFICON provides a dynamic work environment that promotes diversity, equity, and inclusion.
- Our employees experience ongoing green initiatives, flexible work hours, and a variety of health and wellness programs.
- Explore abundant growth opportunities and enhance your skill set with INFICON's innovative mindset.
- Join our dynamic work atmosphere, which features competitive compensation, potential relocation support, and extra perks such as comprehensive medical coverage, sick time, and more!
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What This Job Offers
Career Level
Intern
Education Level
No Education Listed
