Senior Data Scientist
ExternalFull-timeOn-site2mo ago30+ days old, may be filled
A/B TestingClassificationETLJavaLookerMachine Learning
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Requirements
- Responsibilities Include, But Are Not Limited To:
- Lead statistical analysis, reporting and visualization to support business decision-making across degree, executive education, and open course lines of business.
- Lead the end to end technical delivery of Data Science projects/models over use cases that span all lines of business and functional areas, identifying high value opportunities and implementing the solution.
- Lead design and implementation of A/B tests on Data Science projects/models implemented to determine and size success of solutions.
- Collaborate with engineers and ML engineers to support productionization efforts, including code development, testing, and integration into the 2U software ecosystem.
- Partner with stakeholders and product to gain domain knowledge, understand requirements, and contribute to planning development tasks and projects.
- Things That Should Be In Your Background:
- Bachelor's degree in data science, statistics, mathematics, computer science, economics or other quantitative field required
- 5-10 years of experience in data science or related role
- Proven track record of delivering production-grade machine learning models and data science products that drove significant business impact
- Demonstrated experience designing and analyzing online controlled experiments (A/B testing)
- Proven experience applying analytical techniques such as classification, regression, cluster analysis, pattern recognition, and predictive modeling
- Strong proficiency in Python and other object-oriented programming languages (R, Java, Scala, or similar)
- Advanced SQL skills and experience querying relational and/or NoSQL databases
- Solid understanding of applied statistics
- Experience with data visualization and business intelligence tools (e.g., Tableau, Looker, PowerBI, Domo, or similar platforms)
- Familiarity with data engineering concepts and ETL processes
- Excellent communication skills and ability to work collaboratively in a team environment while receiving moderate guidance and direction
- Other Attributes That Will Help You In This Role:
- Graduate degree or additional coursework in quantitative fields is a plus
- Benefits & Culture
- We offer comprehensive benefits (unique per country) and excellent work/life balance.
- Full-time, ZA benefits include:
- 2 complimentary Getsmarter short courses per year
- Subsidised medical aid with Discovery Health Medical Scheme
- 4% 2U contribution towards Discovery Life Pension Fund and Group Risk Benefit
- Employee Assistance Program (EAP)
- Generous leave policy including time off to volunteer for non-profit organization, study leave, sports leave and a company-wide festive season break
- 2U Diversity and Inclusion Statement
- 2U is committed to providing reasonable accommodations during our recruitment process. If you need assistance or accommodations, please reach out to us at: recruitingaccommodations@2u.com .
- About
Benefits
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Additional Information
At 2U, we are all in on purpose. We are motivated by our mission - to eliminate the back row in education - and connected by our shared passion to deliver world-class digital education at scale. As the parent company of edX, the world's leading online learning platform, 2U powers more than 4,000 online higher education offerings - from free courses to full degrees. Together with more than 230 colleges, universities, and corporate partners, we are helping to unlock human potential.
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