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The role leads predictive audience models that extrapolate from small seed and observed samples to much larger connected TV populations, owning the work from research through production monitoring. It requires deep sampling theory, weighting and MRP methods, lookalike and propensity modelling, and rigorous validation of model lift, calibration, and drift.