- Responsibilities:
- Work with large datasets and solve difficult analysis problems, applying advanced analytical methods.
- Conduct end-to-end analyses, including data gathering and requirements specification, processing, analysis, ongoing deliverables, and presentations
- Build and prototype analysis and ML model pipelines iteratively to provide insights at scale.
- Develop a comprehensive understanding data structures and metrics, advocating for changes in product development and sales activity.
- Make actionable business recommendations with effective presentations of findings at multiple levels of stakeholders through visual displays of quantitative information.
- Research and develop analyses, forecasting, and optimization methods across customer segmentation, end-user behavioral modeling, and live A/B experiments
- Manage and technically lead a data science team.
- Interact cross-functionally with a wide variety of leaders and teams, and work closely with Engineers and Product Managers to identify design opportunities and assess improvements
- Doctorate's degree in a quantitative discipline (e.g., Statistics, Operations Research, Bioinformatics, Economics, Computational Biology, Computer Science, Mathematics, Physics, Electrical Engineering, Industrial Engineering).
- 10 years of tech industry work experience as a statistician, bioinformatician, or data scientist
- Experience in statistical data analysis, such as linear models, multivariate analysis, stochastic models, and sampling methods.
- 4 years of leadership experience, including people management.
- Applied experience with machine learning on large datasets.
- Experience articulating business questions and using mathematical techniques to arrive at an answer using available data
- Ability to select the right statistical tools given a data analysis problem
- Master's degree in a quantitative discipline (e.g., Statistics, Bioinformatics, Economics) or equivalent practical experience
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Lead Data Scientist - Cairo, مصر - SSC Egypt
وصف
Requirements