Data Science Engineer

Toronto, Downtown
Posted 3 months ago

The Data Science Engineer will play a key role at DRVN Intelligence Inc., while we create and maintain industry-leading quality and efficiency of service and software delivery.

DRVN Intelligence will rely on the Data Science Engineer to support the Data Systems team across many types of projects. The Data Science Engineer will be expected to meet and exceed DRVN Intelligence’ quality standards, while helping the organization rapidly expand complex Machine Learning, Deep Learning, AI and related applications.

Key Responsibilities:

Data Engineering-Specific Responsibilities:

  • Apply automated techniques to gather data from disparate databases; clean the data and load the transformed data into a structure suited to the client problem and analytics approach
  • Participate in the continuous delivery pipeline to fully automate the deployment of the highly available cloud platform that supports multiple projects
  • Design and develop ETL workflows and datasets to be used in data visualization tools
  • Write complex SQL queries with multiple joins to automate and manipulate data extracts
  • Perform end to end Data Validation to maintain the accuracy of data sets
  • Build tools for deployment, monitoring and operations
    • Troubleshoot and resolve issues in the development, test and production environments
  • Develop re-usable processes that can be leveraged and standardized for multiple instances
  • Prepare technical specifications and documentation for projects
  • Stay up-to-date on relevant technologies, plug into user groups, understand trends and opportunities to ensure we are using the best possible techniques and tools
  • Understand, implement, and automate security controls, governance processes, and compliance validation
  • Design, manage and maintain tools to automate operational processes

Data Science-Specific Responsibilities:

  • Perform exploratory data analysis to identify patterns from historical data, generate and test hypotheses, and provide product owners with actionable insights
  • Design experiments for product initiatives and perform statistical analysis of the results with recommendations for next steps and future experiments
  • Building machine learning models (Linear and Logistic regression, Gradient Boosting, Random Forest, etc.) from development, validation, through to deployment in production
  • Help validate, maintain, optimize, and troubleshoot the performance of machine learning models being used in development and production applications
  • Create and design dashboards by using different data visualization tools to present reports and insights, and support business decision making
  • Prepare technical specifications and documentation for projects
  • Apply automated techniques to gather data from disparate databases; clean the data and load the transformed data into a structure suited to the client problem and analytics approach

Company-Wide Responsibilities:

  • Maintain client satisfaction and happiness with DRVN Intelligence Inc.’s deliverables, day-to-day work and overall value as a partner
  • Help identify, pitch, cultivate, prepare and deliver material as needed for new business and business development initiatives
  • Cultivate opportunities for company growth, always be looking for areas where DRVN Intelligence Inc.’s role could be expanded or built upon
  • Adapt to ever-changing client needs and expectations

Apply Online

A valid email address is required.
A valid phone number is required.