Data Science Engineer

Posted 1 month ago

The Data Science Engineer will play a key role at DRVN Intelligence, required to help create and maintain industry-leading quality and efficiency of service and software delivery. The Data Science Engineer will be a part of the Data Analytics team and will be expected to meet and exceed DRVN Intelligence’s quality standards, while helping the organization rapidly expand advanced analytics workflows and capabilities.

KEY RESPONSIBILITIES:

  • Participate in analysis of client data and formulate well-defined problem statements and recommendations for advanced analytical workflows that are usually provided as very open-ended problems
  • Create and design dashboards by using different data visualization tools to present reports and insights, and support business decision making
  • Design and develop ETL workflows for serving data to the dashboards as needed
  • Write complex SQL queries with multiple joins to automate and manipulate data extracts
  • Perform exploratory data analysis to identify patterns from historical data, generate and test hypotheses, and provide product owners with actionable insights
  • Create advanced analytical models using advanced statistics, machine learning or other methods for client-specific use cases
  • Create production-worthy ML workflows and pipelines.
  • Participate in the creation of Statements of Work and other Prospecting activities that require technical expertise and inputs. 
  • Participate in end to end analytical system design when needed, including end to end ETL, reporting and visualization workflows, ML pipelines (continuous training, continuous serving) and data modelling as required
  • Design testing process, create and execute test cases for advanced analytical workflows
  • Troubleshoot and resolve issues and defects

COMPANY-WIDE RESPONSIBILITIES:

  • Maintain and exceed client satisfaction with DRVN Intelligence Inc.’s deliverables, day-to-day work and overall value as a partner
  • Cultivate opportunities for company growth, always seek areas where DRVN Intelligence Inc.’s role could be expanded
  • Adapt to ever-changing client needs and expectations
  • Maintain dedication toward achieving excellence in DRVN Intelligence Inc.’s delivery against client needs, and overall success as an organization
  • Be an enthusiastic, positive and generally awesome team mate, mentor & constantly curious learner
  • 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

QUALIFICATIONS:

  • Enthusiasm to take on new challenges
  • Ability to learn and adapt quickly
  • 1+ years experience working on Data systems and advanced analytical workflows built on the cloud. GCP, AWS or Azure preferred
  • Strong understanding of statistical analysis of data including correlation analysis, outlier analysis and hypothesis testing
  • Strong understanding of data visualization concepts, different types of visualisation charts and choosing the appropriate visualisations to convey insights effectively
  • 1+ years of experience building interactive dashboards using at least 1 data visualization tool such as Data Studio, Tableau, PowerBI or Looker. Experience building visualisations exclusively using Python or other programmatic libraries will also be considered.
  • 2+ years of experience using Python. Java or other programming language experience will also be considered
  • 2+ years of experience using SQL. Experience writing large dynamic analytical queries will be a strong asset
  • Strong understanding of regression models, classification models, neural networks, decision tree models and unsupervised learning models such as k-means clustering. Ability to analyze a problem and make decisions on the appropriate candidate models for the problem
  • Experience building machine learning models on large datasets
  • Experience in hyperparameter tuning and evaluation of ML models
  • Experience using data science libraries such as pandas, matplotlib, scikit-learn, keras, nltk etc. Experience using Tensorflow is a strong asset
  • Strong understanding of Feature Selection and Feature Engineering concepts
  • Experience using ETL/orchestration/workflow management frameworks like Apache Airflow preferred, but not required
  • Strong understanding of and experience with large scale OLAP databases and data warehouses. Strong understanding of Google Cloud BigQuery preferred
  • Understanding of digital marketing ecosystems and tools like Google Marketing Platform, GA360, Google Ads, Adobe Suite etc. a strong asset
  • Technical understanding of a range of marketing concepts such as cookie-based data collection, setting and leveraging audience segments, attribution modelling, A/B testing, knowledge of marketing KPIs and their calculation will be a strong asset. 
  • Excellent written & verbal communication skills are essential; candidate should be comfortable presenting and participating in group discussions of concepts with internal and external stakeholders

WHAT’S IN IT FOR YOU?

  • 100% employer-paid benefits package
  • Monthly yoga and meditation classes 
  • Regular Lunch and Learns from your Team Mates
  • Fun Employee Events and Activities
  • Participation in Community Engagement

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