1. Analytics Strategy & OwnershipOwn the end-to-end analytics charter for one or more UPI surfaces — from metric definition to instrumentation to insight generationBuild and maintain the source-of-truth framework for north-star and guardrail metrics across the UPI funnel (initiation, authentication, success/failure, retention)Partner with NPCI-mandated reporting requirements and ensure analytical rigor aligns with regulatory data standardsLead a team of analysts, setting priorities, reviewing outputs, and raising the bar on analytical craf
t2. Funnel, Growth & Behavioural InsightsDiagnose friction points across the UPI journey using deep-dive analysis, cohort studies, and funnel decompositionBuild engagement, frequency, and top-of-wallet models to inform product and growth strategyDesign analytical frameworks for discovery and nudge effectiveness as new UPI capabilities are adoptedPartner with design and product research to combine quantitative and qualitative signals into a single narrative
3. Platform Reliability & Scale AnalyticsDefine and monitor SLA, success-rate, and latency benchmarks; build alerting and anomaly-detection frameworks tied to these metricsBuild root-cause analysis playbooks for payment failure spikes and incident-linked drop-offsModel traffic and failure patterns ahead of high-volume events (festive seasons, IPL, government disbursements) to support platform readiness
4. Experimentation & Decision ScienceOwn the experimentation backbone — design, power, and evaluate A/B tests across the UPI funnelDrive a test-and-learn culture: hypothesis → experiment → read-out → scale, with statistically sound methodologyBuild self-serve dashboards and tooling that let product, engineering, and business teams access trusted insights without analyst dependencyProactively surface insights that shape upstream roadmap and prioritization decisions