- Data Scientist

4 days ago


Alexander City, United States Chelsoft Solutions Co Full time

Description:

Data Scientist role to develop and deliver analytics models for Clients 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 rulebased models and other data analytics techniques to generate actionable insights from timeseries 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 onprem 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:

Excellent python skills (numpy/pandas/matplotlib/sklearn)

version control (git)

SQL and database APIs (cxoracle pymysql sqlalchemy)

Cloud deployment experience (AWS containerization) and familiarity with AWS services (S3/EC2/SageMaker).

Comfortable and effective working in an Agile/Scrum environment.

Machine Learning model development experience

Familiarity with engineering/IOT systems telematics/timeseries data analysis and multiprocessing frameworks .

Desired Skills:

AWS Certified Cloud Practitioner (or higher)

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.

Education & Experience Required:

Bachelors Degree (Data Science Analytics Computer Science Engineering or related field) 24 years experience

Candidates with a relevant Masters degree and PHd with 12 year experience


Required Skills : AWS Cloud FormationSQL
Additional Skills : AWS EngineerData Scientist
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