Data Scientist 2
4 days ago
Cullerton Group is seeking a highly skilled Data Scientist 2 to join our team in a long-term contract position. This role offers the opportunity to develop and deliver analytics models for equipment condition monitoring, with the potential to lead to permanent employment with our customer.
Key Responsibilities:
- Collect and negotiate requirements for condition monitoring models.
- Access, analyze, cleanse, and preprocess data; cultivate ground truth data sets as needed.
- Explore and downselect modeling approaches.
- Develop, backtest, and validate models in Python, in both on-prem and AWS environments.
- Compute model performance metrics.
- Participate in daily standups and sprint reveals in a Scrum/Agile environment.
- Explain and defend modeling decisions and performance results.
- Support model in production, resolve incident tickets.
Requirements:
- Bachelor's Degree in Data Science, Analytics, Computer Science, Engineering, or a related field, with 2-4 years of experience.
- Candidates with a relevant Master's degree and PhD with 1-2 years of experience.
Technical Skills:
- Excellent Python skills (numpy, pandas, matplotlib, scikit-learn), version control (git), SQL, and database APIs (cx_Oracle, PyMySQL, SQLAlchemy), cloud deployment experience (AWS, containerization), and familiarity with AWS services (S3, EC2, SageMaker).
- Comfortable and effective working in an Agile/Scrum environment.
- Desired qualifications: Machine Learning model development experience, familiarity with engineering/IoT systems, telematics/timeseries data analysis, and multiprocessing frameworks.
Preferred Qualifications:
- AWS Certified Cloud Practitioner (or higher).
-
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