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Bench

Senior Business System Analyst -Data Migration

Toronto, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

Job details

Job type: Full-time
Apply by: Nov 11, 2026
Posting language: English
Posted: Oct 12, 2026

Original job description

Location: Toronto, ON, Canada – Hybrid

Employment Type: Full-Time

Experience: 7+ years

About the Role

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

The ideal candidate will combine strong business analysis, data migration, SQL, data mapping, and stakeholder management skills and will be responsible for translating business requirements into clear data migration and transformation requirements.

Important – Please Read Before Applying

This is a Toronto-based hybrid role and candidates must be able to work from the Toronto office as required.
We are currently not providing visa sponsorship or work permit sponsorship for this position.
Candidates must already have valid authorization to work in Canada.
Please apply only if you meet the above requirements and have relevant hands-on data migration / system conversion experience.

Key Responsibilities

Work closely with business stakeholders to understand business processes, data requirements, reporting needs, and downstream impacts.
Lead requirements gathering and facilitate discussions between business, technology, data, architecture, development, and QA teams.
Analyze source and target systems, including data structures, relationships, dependencies, and constraints.
Define and document source-to-target data mappings, business rules, transformation logic, and migration requirements.
Perform data profiling and analysis using SQL and related tools.
Identify data quality issues, duplicates, anomalies, gaps, and migration risks and support remediation activities.
Work closely with Data Engineers and ETL teams to support data transformation and migration activities.
Support data reconciliation and validation to ensure migrated data is complete and accurate.
Define business acceptance criteria and support SIT, UAT, and post-migration validation.
Assess downstream impacts of migrated data, particularly for reporting and Tableau analytics.
Communicate complex data issues and recommendations clearly to both technical and non-technical stakeholders.

Required Skills & Experience

7+ years of experience as a Business Systems Analyst, Data Analyst, Data Migration Specialist, or similar role.
Strong experience with end-to-end data migration or system conversion projects.
Strong requirements elicitation and stakeholder management experience.
Hands-on experience with:
Source-to-target mapping
Data transformation
Data profiling
Data cleansing
Data reconciliation
Data validation
Strong SQL and data analysis skills.
Experience working with Salesforce, Snowflake, IBM DataStage, or comparable ETL/data integration platforms.
Understanding of reporting and downstream data dependencies.
Strong analytical, documentation, communication, and problem-solving skills.
Ability to identify data constraints, dependencies, risks, and business impacts.

Nice to Have

Experience with Tableau and reporting/analytics environments.
Salesforce data migration experience.
Snowflake experience.
IBM DataStage experience.
Financial Services / Banking experience.
Experience working on large enterprise transformation or modernization programs.

Important Candidate Requirement

This role requires genuine hands-on data migration / system conversion experience. Candidates with only traditional Business Analyst experience and no practical experience with data mapping, migration, SQL, reconciliation, and validation may not be suitable.

Apply About employer

More about this job

Responsibilities

Gather and document business and data requirements, analyze source and target systems, and define data mappings, business rules, and transformation requirements. Support migration and ETL teams with data profiling, remediation, reconciliation, validation, testing, and assessment of downstream reporting impacts.

Requirements

Requires 7+ years of relevant experience, hands-on end-to-end data migration or system conversion experience, strong SQL and data analysis skills, and practical experience with mapping, profiling, cleansing, reconciliation, and validation. Candidates should have strong requirements elicitation and stakeholder management skills, and experience with Salesforce, Snowflake, IBM DataStage, or comparable platforms; valid Canadian work authorization is required.

Skills

Data Migration
Business Systems Analysis
Requirements Elicitation
Stakeholder Management
Source-to-Target Mapping
Data Transformation
Data Profiling
Data Cleansing
Data Reconciliation
Data Validation
SQL
Salesforce
Snowflake
IBM DataStage
Tableau
ETL

Visa sponsorship

Not detected in the job text

Keywords

Business Systems Analysis
Data Migration
System Conversion
Requirements Elicitation
Stakeholder Management
Source-to-Target Mapping
Data Transformation
Business Rules
Data Profiling
Data Cleansing
Data Quality
Data Reconciliation
Data Validation
SQL
Salesforce
Snowflake
IBM DataStage
ETL
Tableau
Reporting
Analytics
Data Engineering
Data Integration
SIT
UAT
Financial Services
Enterprise Transformation

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