Role & Responsibilities
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
- Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
- Assess the effectiveness and accuracy of new data sources and data gathering techniques.
- Develop custom data models and algorithms to apply to data sets.
- Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
- Develop company A/B testing framework and test model quality.
- Coordinate with different functional teams to implement models and monitor outcomes.
- Develop processes and tools to monitor and analyzemodel performance and data accuracy.
- Propose solutions and strategies to business challenges
- Collaborate with engineering and product development teams
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Candidate profile
- 7+ years in the Industry with experience in building Machine learning solutions from scratch
- Master’s degree in one of Data Science, Computer Science, Information Technology, Economics, Information Systems, Statistics, Applied Math
- Knowledge of SQL and Python; familiarity with Scala, Java or Spark
- Proven experience building and leading quantitative analyses as well experience building AI/ML solutions for a business
- Exposure to Data and Analytics in Fintech/ Banking and Financial services vertical with good understanding of Banking products especially Credit cards, Payments, Insurance and Securities
- Possesses solid understanding of data mining principles: predictive analytics, mapping, collecting data from multiple data systems on premises and cloud-based data sources
- Deeply understands statistical techniques and analytical concepts including hypothesis development, designing tests/experiments, analyzing data, drawing conclusions, and developing important recommendations for business units.
- Successfully demonstrated experience in the execution of data analytics initiatives including productization, leading to the development of useful insights and the improvement of a business’s performance and driving top-line growth
- Possess excellent articulation and cross functional skills.
- Experience working with cross geographies and across cultures
Location
- Dubai (UAE)
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