Data Operations Specialist

Key Responsibilities

• m3ter Platform Administration
• - m3ter Platform Administration
• Serve as the primary business administrator and subject-matter expert for the m3ter platform supporting Druva's MSP consumption model.
• - Configure and maintain meters, products, pricing structures, account mappings, and related platform components.
• - Monitor ingestion and processing of MSP consumption data and identify anomalies, failures, or unexpected results.
• - Coordinate changes to metering logic as Druva introduces new products, SKUs, consumption models, partners, and commercial programs.
• - Maintain appropriate documentation, controls, and operating procedures for m3ter administration.
• - Partner with Finance, Deal Desk, Product, Engineering, RevOps, and MSP leadership to ensure metering logic accurately reflects commercial agreements.
• Data Monitoring & Issue Resolution
• - Proactively monitor MSP consumption and metering data for completeness, accuracy, and consistency.
• - Identify discrepancies between source telemetry, m3ter, CRM, billing, and reporting systems.
• - Diagnose data issues and determine whether root causes originate from source data, ingestion, mapping, transformation, metering configuration, or reporting logic.
• - Coordinate resolution with Engineering, Finance, RevOps, BI, and other technical teams.
• - Establish data-quality checks and exception reporting to identify issues before they affect billing or executive reporting.
• - Maintain an issue log and drive recurring data problems through root-cause analysis and permanent remediation.
• Consumption Analytics & Reporting
• - Create and maintain dashboards showing MSP consumption and business performance.
• - Provide reporting at the global, regional, aggregator, partner, tenant, product, and workload levels as appropriate.
• - Track consumption trends, activations, growth, downsell, churn, product mix, and other key MSP performance indicators.
• - Translate raw consumption data into clear business insights for MSP leadership.
• - Develop recurring executive reporting that provides a consistent and trusted view of MSP performance.
• Forecasting & Business Intelligence
• - Build, maintain, and support MSP forecasting dashboards and underlying data models.
• - Develop consumption-based indicators that improve the accuracy and predictability of ARR forecasts.
• - Track actual consumption and ARR performance against forecast, plan, pacing, and historical trends.
• - Identify partners, tenants, products, or workloads driving material forecast changes.
• - Provide early-warning indicators for unexpected consumption declines, stalled activations, downsell risk, or unusual growth.
• - Support quarter-end forecasting and reconciliation activities.
• Cross-Functional Support
• - Act as the primary point of contact for questions regarding MSP consumption data and m3ter reporting.
• - Partner closely with MSP Sales, Finance, RevOps, BI, Engineering, Product, and Deal Desk.
• - Support investigation of partner billing or consumption questions with clear, data-backed explanations.
• - Translate business requirements from MSP leadership into scalable reporting, metering, and analytics solutions.
• - Reduce manual reporting and reconciliation through automation wherever practical.
• Key Deliverables
• Success in this role will include:
• - Reliable operation and administration of the m3ter platform.
• - High confidence in MSP consumption and billing data.
• - Rapid identification and diagnosis of data discrepancies.
• - A trusted set of MSP consumption and forecast dashboards.
• - Clear reconciliation between consumption, ARR, forecast, and financial reporting.
• - Automated exception monitoring that identifies issues before they become material.
• - Reduced manual effort required to produce weekly, monthly, quarterly, and executive MSP reporting.
• Qualifications
• - 5+ years of experience in data operations, revenue operations, business intelligence, financial operations, SaaS operations, or a related discipline.
• - Strong experience working with consumption-based or usage-based SaaS business models.
• - Experience administering or supporting metering, billing, subscription-management, or revenue platforms; m3ter experience strongly preferred.
• - Strong SQL and data-analysis skills.
• - Experience building and maintaining dashboards using modern BI/reporting platforms.
• - Demonstrated ability to troubleshoot complex data flows across multiple systems.
• - Strong understanding of SaaS metrics including ARR, consumption, expansion, contraction, churn, and forecasting.
• - Ability to communicate technical data issues clearly to business and executive stakeholders.
• - Strong attention to detail combined with the ability to understand the commercial implications behind the data.
• Preferred Experience
• - MSP, MSSP, cloud services, data protection, or cybersecurity experience.
• - Usage-based billing or consumption-based pricing experience.
• - Experience integrating CRM, billing, telemetry, and financial systems.
• - Familiarity with APIs and modern data pipelines.
• - Experience developing automated data-quality and exception-monitoring processes.
• - Experience supporting global businesses with multiple currencies, pricing structures, products, and partner models.
• What Success Looks Like
• Within the first 6–12 months, this person should become the single trusted operational owner for MSP metering and consumption intelligence. MSP leadership should be able to answer three questions quickly and confidently:
• What are our MSPs consuming?
• Is the data correct?
• What does it tell us about where the business will land?
• The role should progressively move Druva's MSP organization from manual reconciliation and retrospective reporting toward automated monitoring, proactive issue detection, and consumption-driven forecasting.