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Randstad Logo Randstad · IT - Administration

Sap Data Analyst - Data Migration

Canada, Calgary · Job Posted July 03, 2026
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Job Responsibility

  • Support end-to-end data migration activities transferring data from SAP ECC and other legacy source systems to SAP S/4HANA
  • Analyze source system data to thoroughly assess completeness, accuracy, and technical readiness
  • Maintain and update critical data migration artifacts, including Source-to-Target mappings, data validation rules, transformation logic, and comprehensive data object/structure documentation
  • Develop a deep operational understanding of business process data sets across ECC, S/4HANA, and integrated peripheral systems
  • Execute and support data migration mock cycles (Mock 1, Mock 2, etc.) including re-runs and stabilization activities
  • Analyze migration run results, manage data defects, and drive exceptions through to final resolution
  • Produce, review, and validate data quality reports, exception logs, and reconciliation results to support go/no-go data readiness assessments
  • Collaborate closely with Data Stewards to review, validate, and support hands-on data cleansing outcomes and remediation planning
  • Identify recurring data quality trends and contribute directly to root-cause analysis
  • Provide functional oversight and unit testing for data migration objects built in SAP BODS
  • Assist Technical Data Analysts with ETL development, troubleshooting, data extraction, and loading processes
  • Partner with SAP functional teams to define data requirements and validate that business data object mappings accurately support future-state processes
  • Develop and maintain automated dashboards and data analysis profiles using Microsoft Power BI
  • Work closely with the System Integrator (SI) to review profiling results, verify migration loads, and troubleshoot joint migration issues

Requirements

  • 3–7 years of professional experience in data analysis or data migration roles, specifically within large-scale SAP or ERP transformation programs
  • Proven experience supporting SAP data migration projects (ECC to S/4HANA path is highly preferred)
  • Hands-on experience using SAP BODS (or equivalent enterprise ETL tools) alongside MS Power BI for dashboard development
  • Advanced Excel skills (pivots, VLOOKUPs/XLOOKUPs, data profiling filters) with a demonstrable history of producing clear data quality and exception reports
  • Solid familiarity with SAP ECC and S/4HANA data tables, master data characteristics, and relational dependencies
  • Thorough understanding of data profiling, mapping, cleansing, validation, and reconciliation frameworks
  • Experience navigating full mock runs, defect triage, re-runs, and cutover readiness activities
  • Detail-Oriented
  • Excellent communication skills
  • Strong organizational and time management skills

Nice to have

  • Exposure to core SAP master data objects (e.g., Customer, Vendor, Material, Finance)
  • Prior experience working within large, regulated enterprise environments (such as Energy, Utilities, or Finance)
  • Familiarity with advanced migration utilities such as SAP Migration Cockpit or SAP MDG (Master Data Governance)
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