You’ll spend time on the following:
Develop algorithms, data pipelines, and automated processes to create a data science-backed solution that meets a business need for improving our customer or merchant platforms
Build machine-learned models in areas such as demand/supply, personalized recommendations, customer/merchant experience, deal page/structure, pricing, etc.,
Work with product and business teams to identify questions and issues for data analysis and experimentation
Design and develop processes and systems which consolidate, analyze and generate actionable insights from diverse data sources
Interpret and communicate meaningful insights and findings from analysis and experiments to partners across the organization
We’re excited about you if you have:
3-6 years work experience as a data scientist
BS or MS degree in Computer Science, Mathematics, Economics or similar quantitative field, with an emphasis on predictive analytics, data mining, statistics, linear algebra, machine learning, and/or algorithms (comparable industry experience may be substituted for this requirement)
Understanding of applied math topics, such as probability and statistics, linear algebra, basic optimization techniques, etc.
Hands-on experience with machine learning and NLP techniques/algorithms
Experience with Python
Experience in deploying machine-learned models in production environments
Experience with Neural Networks / Deep Learning a plus
Experience with AWS services and Sagemaker a plus
Experience with data management technologies like Hadoop, Hive, Snowflake, etc.
Experience with Spark, sql is a plus
Self-driven problem-solving skills and can identify problems unilaterally, but still, bring them back to the team
Experience translating business objectives and problems into analytic problems, and analytic solutions into actionable business solutions
Experience defining and analyzing multivariate tests
Groupon is an experiences marketplace that brings people more ways to get the most out of their city or wherever they may be. By enabling real-time mobile commerce across local businesses, live events, and travel destinations, Groupon helps people find and discover experiences––big and small, new and familiar––that make for a full, fun, and rewarding life. Groupon helps local businesses grow and strengthen customer relationships––resulting in strong, vibrant communities. Even with thousands of employees spread across multiple continents, we still maintain a culture that inspires innovation, rewards risk-taking, and celebrates success. Are you are a problem solver; someone who enjoys debugging infrastructure platforms, resolving issues, and creating solutions for common problems? Do you get a little obsessed with the details?
