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Advanced Analytics Expert

2 months ago

London, Greater London, United Kingdom VIOOH Full time
About the Role

We are seeking a highly skilled Data Scientist to join our team at VIOOH, a leading global out-of-home (OOH) marketplace. As a Data Scientist, you will play a key role in developing and implementing advanced algorithms to optimize our platform's performance.

Key Responsibilities
  • Design and implement production-quality algorithms in Python to optimize our allocation engine, portfolio reallocation tools, demand forecasts, and yield reporting suite.
  • Collaborate with our team to develop and maintain our proprietary allocation engine, which uses mixed integer programming to allocate bookings with multiple constraints.
  • Work on demand forecasts using machine learning to provide insights and recommendations to our media owners.
  • Develop tailored pricing recommendations, from deal pricing to dynamic floor pricing based on demand forecast.
  • Contribute to the development of our advanced yield reporting suite.
Requirements
  • 3-5 years of experience in data science, with a strong background in optimization algorithms (linear/integer programming) and machine learning (forecasting).
  • Proven track record of designing and implementing production-quality algorithms in Python, utilizing tools such as GIT and JIRA.
  • A master's degree or PhD in applied mathematics, operations research, statistics, or a related field.
Nice to Have
  • Experience with optimization modelling systems (e.g. GAMS) and solvers (e.g. CPLEX, GUROBI etc.).
  • Proficiency in SQL and experience with dashboarding tools such as Tableau, Thoughtspot, Quicksight or Looker.
  • Experience with cloud services such as AWS (e.g., Sagemaker, Bedrock), Azure, or Google.
  • Media/advertising industry, consulting and/or client-facing experience.
About VIOOH

VIOOH is an equal opportunities employer and welcomes applications from all sections of society. We are committed to creating a diverse and inclusive work environment that reflects the communities we serve.