Data Scientist jobs in Bloomington, IL

Job Description =

Position’s Contributions to Work Group:

- Data Scientist role to develop and deliver analytics models for Client 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

Typical task breakdown:

- 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.

Education & Experience Required:

- Bachelor's Degree (Data Science, Analytics, Computer Science, Engineering or related field) 5-7 years experience

- Candidates with a relevant Master's degree and less experience will also be considered.

Technical Skills

(Required)

- Excellent python skills (numpy/pandas/matplotlib/sklearn), 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 (dask, pyspark).

(Desired)

- AWS Certified Cloud Practitioner (or higher) - desired

Soft Skills

(Required)

- Excellent communication skills.

- Critical thinking and independent problem resolution.

- Ability to work both independently and on a team: collaborates and compromises effectively.

Job Type: Contract

Pay: $55.00 - $60.00 per hour

Experience level:

• 10 years

Schedule:

• Monday to Friday

Education:

• Bachelor's (Required)

Experience:

• Python: 8 years (Required)
• SQL: 5 years (Required)
• Git: 5 years (Required)
• AWS: 5 years (Required)
• Agile: 5 years (Required)
• Machine learning: 5 years (Preferred)
• telematics: 2 years (Preferred)
• Internet of things: 2 years (Preferred)

Ability to Commute:

• Peoria, IL 61602 (Required)

Work Location: In person