Geospatial Data Scientist (Boston)

| Greater Boston Area

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.

Read Full Job Description
Apply now

Technology we use

  • Engineering
  • Sales & Marketing
    • JavaLanguages
    • JavascriptLanguages
    • PythonLanguages
    • RLanguages
    • ScalaLanguages
    • SqlLanguages
    • D3JSLibraries
    • FluxLibraries
    • jQuery UILibraries
    • ReactLibraries
    • AngularJSFrameworks
    • DjangoFrameworks
    • FlaskFrameworks
    • HadoopFrameworks
    • Node.jsFrameworks
    • SparkFrameworks
    • TensorFlowFrameworks
    • NumPyFrameworks
    • PandasFrameworks
    • Scikit-learnFrameworks
    • HiveDatabases
    • MongoDBDatabases
    • MySQLDatabases
    • PostgreSQLDatabases
    • RedisDatabases
    • DockerDatabases
    • RabbitMQDatabases
    • WordpressCMS
    • HubSpotCRM
    • SalesforceCRM
    • MarketoLead Gen

Location

1 International Place 5th Floor, Boston, MA 02110

What are DataRobot Perks + Benefits

More Jobs at DataRobot82 open jobs
All Jobs
Finance
Data + Analytics
Design + UX
Dev + Engineer
HR
Legal
Marketing
Operations
Product
Project Mgmt
Sales
Content
Content
new
Boston
Developer
new
Boston
Finance
new
Boston
Design + UX
new
Boston
Data + Analytics
new
Boston
Data + Analytics
new
Boston
Developer
new
Boston
Developer
new
Boston
Developer
new
Boston
Developer
new
Boston
HR
new
Boston
Operations
new
Boston
Operations
new
Boston
Operations
new
Boston
Sales
new
Boston
Sales
new
Boston
Marketing
new
Boston
Operations
new
Boston
Marketing
new
Boston
Marketing
new
Boston
Marketing
new
Boston
Product
new
Boston
Operations
new
Boston
Marketing
new
Boston
Project Mgmt
new
Boston
Developer
new
Boston
Marketing
new
Boston
Marketing
new
Boston
Data + Analytics
new
Boston
Finance
new
Boston
Sales
new
Boston
Developer
new
Boston
Developer
new
Boston
Product
new
Boston
Operations
new
Boston
Developer
new
Boston
Developer
new
Boston
Developer
new
Boston
Product
new
Boston
Operations
new
Boston
Marketing
new
Boston
Marketing
new
Boston
Operations
new
Boston
Data + Analytics
new
Boston
Developer
new
Boston
Content
new
Boston
Developer
new
Boston
Data + Analytics
new
Boston
Sales
new
Boston
Content
new
Boston
Finance
new
Boston
Data + Analytics
new
Boston
Data + Analytics
new
Boston
Sales
new
Boston
Developer
new
Boston
Design + UX
new
Boston
HR
new
Boston