Geospatial Data Scientist (Boston) at DataRobot

| Greater Boston Area
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Duties:

  • Participate in the R&D work of building enterprise geospatial feature engineering pipeline (e.g. binning data with spatial attributes).
  • Participate in the R&D work to improve DataRobot machine learning algorithms with geospatial modeling.
  • Lead the R&D project and implement data quality assessment algorithms (e.g. inlier and outlier detection) to improve the model accuracy.
  • Lead the R&D project and develop innovative solutions with distributed computation framework to improve machine learning model performance.
  • Lead the R&D project and develop innovative solutions to improve model performance with heuristic model selection and retraining logic.
  • Lead the R&D project of developing machine learning models with monotonicity constraints and create new product features.
  • Lead the R&D project to improve the insights of insurance prediction models with exposure and offset.
  • Develop key modules to add multi-classification new features in DataRobot machine learning platform.
  • Design and develop enterprise software to support machine learning applications in DataR
  • Design and develop enterprise testing modules/framework to support machine learning algorithm quality assessment.
  • Design and develop innovative framework to improve machine learning algorithm performance (timing and memory) analysis.
  • Mentor new employees with on-boarding plans and tutorials.
  • Make technical presentation to deliver machine learning/software development knowledge to other
  • Participate in squad management and assist squad lead in reviewing software code and answering technical questions from

Main Requirements:

  • Master’s degree in Computer Science, Information Systems Technology, Geoinformation Sciences, or related;
  • 2 years of experience as a Data Scientist, Developer, or related occupation;
  • 2 years of experience working with geospatial data and building geospatial prediction models to solve real-world problems;
  • 2 years of experience in building statistical and machine learning forecasting models and feature engineering pipelines;
  • 2 years of experience of building enterprise software with python; and
  • 2 years of experience of writing testable, documented and maintainable code.

Experience may be gained concurrently.

Employee has the option to telecommute full-time from any US location.

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Location

1 International Place 5th Floor, Boston, MA 02110
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