Internship in Data Science
il y a 2 jours
**Goodyear. More Driven.**
**The Opportunity**
Develop a unified framework to generate augmented time-series data from real-time sensors installed in tires. The data will be multivariate and will have to closely match real-life data which can include data artifacts, outliers, hardware malfunctions and varying sampling frequencies. This framework will be used as part of cloud-based algorithm development efforts, algorithm performance evaluations, stress tests, hypothesis testing and regression tests.
**Responsibilities**:
- Evaluate different approaches such as classical statistics time-series models, supervised deep learning techniques and probabilistic generative methods.
- Develop a prototype data augmentation framework in Python
- Present the status of the project during team meetings (at least 2 presentations)
- Create written documentation and transfer the results to one permanent team member
**To join our team you will need**:
**Education**:
MSc in Data Science, Mathematics.
**Languages**:
Fluency in English is a must.
**Skills & Qualifications**:
- Python
- Data science principle, statistics and applied mathematics
- Some experience with common data science libraries (scikit-learn, keras or pytorch, pandas, numpy,)
- Basic experience with Linux and High Performance Computing would be an asset
- Basic understanding of Cloud technologies would be an asset
**You must be available for 6 months & be enrolled in university.**
**Ideal starting date : flexible
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