business time series.• Blending data from multiple sources to explain historic behaviour and generate forward-looking predictions and scenarios.• Building robust training, validation and backtesting pipelines, including time-aware evaluation, leakage controls and stability checks.• Applying best practices for productionisation, including monitoring, retraining strategies, and performance and cost considerations.• Collaborating … business time series.• Blending data from multiple sources to explain historic behaviour and generate forward-looking predictions and scenarios.• Building robust training, validation and backtesting pipelines, including time-aware evaluation, leakage controls and stability checks.• Applying best practices for productionisation, including monitoring, retraining strategies, and performance and cost considerations.• Collaborating ...