Senior Data Scientist
GALE
Toronto, Ontario, Canada
4d ago

Description

GALE is a business agency that brings together an equal balance of business consulting expertise & agency creativity to solve the world’s most complex marketing challenges.

We operate without silos to deliver innovative business strategy, data insights, and transformative creative work. We work best with brands that are looking to solve tomorrow’s problems, today.

GALE is a global company with offices located in New York, Toronto, Singapore and Bengaluru.

If you’re driven by a passion to build something great, a desire to innovate, and a commitment to achieve excellence in your craft, GALE is a great place for you.

About the Role

We're currently seeking a Senior Data Scientist to join our growing big data team - you will have a passion for working with real world data to deliver products and strategies that yield value.

The successful candidate will work with clients and internal stakeholders to define, prototype, and produce custom solutions using state-of-the-art big data platforms, analytics, and machine learning.

The ideal candidate will have a background in a quantitative or engineering field and have experience with large datasets, the AWS or GCP ecosystems, statistics / analysis, and client-facing activities.

You will be enthusiastic, creative, results focused, and have enough confidence to define, build, and present models in industries ranging from automotive to retail.

Who you are :

  • Experience with SQL on one or more of the following databases Hive, PostgreSQL, Oracle, SQL Server, MySQL
  • Fluency with scripting (Python, Bash, etc.)
  • Experience with statistical programming languages / packages (R, Scipy / Numpy / Scikitlearn)
  • Familiarity with Unix / Linux systems and command-line interfaces and editors
  • Experience loading, cleansing, and analyzing very large datasets
  • Experience with Python web frameworks like Flask or Django a plus
  • Experience with Python deep learning frameworks like Tensorflow or PyTorch a plus
  • 3-5 experience in data science in a services, consulting or agency setting
  • What you will be doing :

  • Supporting the clients by defining and solving specific business problems with hypothesis tests and bespoke models
  • Lead the Data science direction on client projects, work with junionr team members to build out solutions
  • Ingesting, distributing and manipulating large data sets to understand the structure of client data and ready it for modelling
  • Leveraging the GALE Data Science team cluster to create models for item or action recommendation, resource optimization, unsupervised learning of customer dynamics, etc.
  • Producing prototypes, POCs, or APIs to showcase and make available models and their outcomes
  • Working with strategy and consumer insight teams to craft engaging client presentations to explain models and outcomes
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