Data Scientist

3 weeks ago


Bentonville, United States Insight Global Full time

Title: Data Scientist

Openings: 2

Duration: 4 Month Contract

Location: Bentonville, AR


JOB DESCRIPTION

  • Designing and implementing machine learning algorithms to forecasting, planning and localization
  • Fine tuning existing models (deep learning and neural networks) by refactoring code and enhancing to be integrated into ML pipelines
  • Building clustering solutions for localization
  • Designing and developing unit tests and validations for the model outputs
  • Integrating tests into the production pipelines
  • Developing new features to improve model performance


REQUIRED SKILLS AND EXPERIENCE

  • Master’s degree in Machine Learning, Computer Science, Information Technology, Operations Research, Statistics, Applied Mathematics, Econometrics, or related field.
  • 5 years' experience in data science, machine learning, optimization models, or related field.
  • Experience with data cleaning, preparation, and featurization and selection techniques.
  • Solid experience with Python, Spark
  • Hands-on experience with Python, Java or Scala, and the ability to write reusable and efficient code to automate machine learning pipelines and data processes
  • Experience using open source frameworks (for example, scikit learn, tensorflow, torch).
  • Experience with forecasting methodologies
  • The ability to work in a fast-paced, deadline-driven environment.

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