What are the responsibilities and job description for the Data Scientist position at Saxon Global?
Role - Data Scientist
Client - Caterpillar Inc.
Work Auth - All Except H1B
Rate - $55 / hr on C2C
Location - Hybrid Schedule in Peoria, IL
Job Summary :
Data Scientist role to develop and deliver analytics models for Client's equipment condition monitoring for the enterprise, and for aftermarket solutions for customers and dealers. Condition monitoring models include failure prediction, remaining life estimation, service interval extension, and component risk models. Methods include machine learning, deep learning, statistical and rule-based models, and other data analytics techniques to generate actionable insights from time-series machine sensor data, other telematics data, fluids analysis, and machine inspection and service records.
Responsibilities :
- Collect and negotiate requirements for condition monitoring models.
- Access, analyze, cleanse, 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 Scrum / Agile environment.
- Explain and defend modeling decisions and performance results.
- Support model in production, resolve incident tickets.
Techinical Skills Required :
Desired Skills :
Soft Skills Required :
Education & Experience Required :
Bachelor's Degree (Data Science, Analytics, Computer Science, Engineering or related field) 2-4 years experience
responsibilities :
qualifications :
skills :
Salary : $55
