Define the KPI framework for cloud migration (strategy → measurable outcomes), including clear definitions, owners, data sources, SLAs, and alerting thresholds.
Build and maintain dashboards and automated reports for engineering leadership, and program stakeholders.
Instrument migration processes to capture quality, reliability, and performance signals (success/failure rate, rollback rate, downtime, restore times).
Establish baseline metrics and measure delta changes against migration phases (per application, team, and workload).
Monitor cloud spend and cost KPIs; analyze metrics and recommend optimization actions.
Partner with cloud engineers to validate instrumentation, tagging, and telemetry needed to generate accurate metrics.
Implement data quality best practices for migration metrics; perform regular audits and root-cause analyses of metric anomalies.
Drive continuous improvement by proposing and tracking remediation actions; help prioritize migration work based on data.
Communicate findings and insights clearly to technical and non-technical stakeholders; produce executive summaries and deep-dive analyses as required.

Requirements

5+ years hands-on experience in data analytics, with 2+ years focused on cloud migration/CloudOps metrics preferred.
Strong SQL fluency and experience building production analytics pipelines.
Experience with one or more cloud providers (AWS/Azure/GCP) and cloud reporting.
Proficiency with analytics & visualization tools (e.g., Tableau, Power BI, Grafana).
Programming experience in Python, R, or similar for data processing and analysis.
Strong communication skills and experience working cross-functionally with engineering, executives, and product teams.

Benefits

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

data analyticscloud migrationSQLanalytics pipelinescloud reportingPythonRdata processingdata quality best practicesKPI framework

Soft Skills

communication skillscross-functional collaborationcontinuous improvementanalytical thinkingproblem-solving