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Aptino, Inc. · Toronto, Ontario, Canada

Senior Business System Analyst

seniorcontractPosted yesterday
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snowflaketableausqletldata-analysisdata-structuresdata-governancedata-engineering

🎯 Interview: Final round in person

We are looking for an experienced Senior Business Systems Analyst / Data Migration Specialist to support data transformation and migration initiatives across Salesforce, Snowflake, IBM DataStage, Tableau, and legacy applications.

The ideal candidate will have strong business-facing skills along with hands-on experience in data analysis, source-to-target mapping, data transformation, migration, reconciliation, and validation.

🔹 Key Responsibilities

• Gather and document business and data requirements

• Work closely with business stakeholders, architects, developers, Data Engineers, and QA teams

• Analyze source and target systems, data structures, relationships, and dependencies

• Define source-to-target mappings, business rules, and transformation logic

• Perform data profiling and analysis using SQL

• Identify data quality issues, duplicates, gaps, and migration risks

• Support ETL/Data Engineering teams during migration activities

• Perform data reconciliation and post-migration validation

• Define acceptance criteria and support SIT/UAT

• Analyze downstream impacts on Tableau reporting and analytics

• Document data dependencies, constraints, risks, and business impacts

🔹 Required Skills

• 7+ years of experience as a Business Systems Analyst, Data Analyst, or Data Migration Specialist

• Strong experience with end-to-end data migration/system conversion projects

• Excellent requirements gathering and stakeholder management skills

• Strong SQL and data analysis experience

• Hands-on experience with source-to-target mapping, data transformation, profiling, cleansing, reconciliation, and validation

• Experience with Salesforce, Snowflake, IBM DataStage, or comparable ETL/data integration platforms

• Understanding of reporting and downstream data dependencies

• Strong documentation and communication skills

• Financial Services/Banking experience is an asset

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