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Data Analyst

2 months ago

Alexander City, Alabama, United States Chelsoft Solutions Co Full time

Job Summary:

Chelsoft Solutions Co is seeking a highly skilled Data Scientist to join our team. As a Data Scientist, you will be responsible for developing and delivering analytics models for our clients' equipment condition monitoring systems.

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 and resolve incident tickets.

Technical Skills Required:

  • 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.
  • 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:

  • Bachelor's Degree (Data Science, Analytics, Computer Science, Engineering, or related field) with 24 years of experience.
  • Candidates with a relevant Master's degree and PhD with 12 years of experience.

Additional Skills:

  • AWS Engineer
  • Data Scientist

Language: English (en-US)