Senior Time Series Decomposition Specialist (Remote UAE)
Thrive League Africa
وصف الوظيفة
About the role
A fully remote, 100% work-from-home position for a Senior Time Series Decomposition Specialist based in the United Arab Emirates. The specialist analyzes complex time-dependent datasets, separates them into trend, seasonality, cyclical movements and irregular variations, develops and validates decomposition methods, improves forecasting reliability and produces insights for strategic planning.
Key responsibilities
- Design, develop and implement time series decomposition methods for structured and unstructured temporal data, separating observations into trend, seasonal, cyclical and residual components.
- Apply classical decomposition, STL, X-13ARIMA-SEATS and other techniques, choosing additive or multiplicative approaches.
- Analyze seasonal patterns, long-term trends, cycles and irregularities, and identify structural breaks, outliers and anomalies.
- Assess the effect of calendar effects, holidays, external variables and exceptional events, and preprocess missing values, inconsistent intervals and irregular sampling.
- Validate outputs with statistical diagnostics and residual analysis, checking stationarity, autocorrelation and heteroscedasticity.
- Integrate results into forecasting, anomaly detection and predictive modeling, run sensitivity analyses and build reusable frameworks and automated workflows.
- Collaborate with data scientists, forecasters, economists and engineers, and prepare reports, visualizations and presentations.
Required profile
- Bachelor's or master's degree in Statistics, Mathematics, Data Science, Econometrics, Economics or a related quantitative field.
- Significant experience in time series analysis, statistical modeling, forecasting or quantitative research.
- Practical experience with STL and classical decomposition; familiarity with ARIMA-based forecasting and exponential smoothing.
- Experience identifying structural breaks, anomalies and seasonal/cyclical patterns.
- Ability to work independently on complex analytical projects in a fully remote setting.
Required skills
- Proficiency in Python or R and relevant statistical libraries.
- Advanced SQL and experience with large temporal datasets.
- Data visualization and analytical reporting tools.
What we offer
- 100% remote working arrangement.
- Competitive compensation based on qualifications and experience.
- Projects in advanced statistical modeling and forecasting, professional development and a collaborative, international team environment.
To apply, send an updated CV through the application process, stating your experience in time series decomposition, statistical analysis, forecasting and quantitative modeling.
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Thrive League Africa
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