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Added 1 month ago
ST
C ++ Developer
Sapsol Technologies Inc
Remote, Canada
- Remote
We are seeking a highly experienced Senior Systems Engineer - C/C++ Full Stack Developer to lead a strategic modernization initiative for a mission-critical Store Management System that has…
Added 1 month ago
VC
Senior Software Developer
Valsoft Corporation
Remote, Canada
- Remote
We’re looking for a Senior Software Developer to join a small development team working on large, multi-month projects across our platform. This is a hands-on senior individual contributor…
Added 1 month ago
Senior Fraud Analyst Rogers
Rogers Communications
Toronto, ON
…preparation, manipulation, analysis, and visualization, including SQL, Python, Power BI, and Excel, and understanding of relational…
Added 1 month ago
PG
Solutions Architect
Peoples Group
Toronto, ON · Vancouver, BC
- Full-time
Strong software architecture skills: web development / API design, security, programming languages and SQL, data modelling and databases, systems integration patterns, architecture styles,…
Added 1 month ago
AC
Early Careers: Junior C#/SQL Developer & Data Analytics
Aon Corporation
Montreal, QC
- Full-time
Early Careers: Junior C#/ SQL Developer & Data Analytics
Added 1 month ago
GS
Systems Designer
Grantek Systems Integration
Burlington, ON
- Full-time
…High-level software solution design (involving C#, HTML5, .NET, SQL, VB, VBA, and more). All junior team members will enter our mentoring program, where they will work directly beside our…
Added 1 month ago
GS
Consultant, Technical Solutions
Grantek Systems Integration
Burlington, ON
- Full-time
Perform scripting and development using Python and SQL, minimizing unnecessary customization
Added 1 month ago
U
Data Architect
Univeris
Toronto, ON
- Full-time
…applications. Leverage knowledge of several Databse technologies (SQL, NoSQL) to provide guidance on optimal data structure and/or schema…
Added 1 month ago
U
Data Architect
Univeris
Toronto, ON
- $130,000 to $150,000 CAD / year
- Full-time
…applications. Leverage knowledge of several Databse technologies (SQL, NoSQL) to provide guidance on optimal data structure and/or schema…
Added 1 month ago
G
Systems Designer
Grantek
Burlington, ON
- Full-time
…High-level software solution design (involving C#, HTML5, .NET, SQL, VB, VBA, and more). All junior team members will enter our mentoring program, where they will work directly beside our…
Added 1 month ago
RC
IT Support Specialist
Rychiger Canada Inc.
Toronto, ON
- Full-time
Extending database systems with new functions such as SharePoint and MS SQL.
Added 1 month ago
VC
Ingénieur(e) de données principal(e) | Senior Data Engineer
Valsoft Corporation
Montreal, QC · Saint-Laurent, Quebec
- Full-time
Advanced SQL and strong Python (or a comparable language), with production engineering habits - version control, testing, code review, CI/CD.
Added 1 month ago
ZG
Java Software Developer
ZAPCOM GROUP INC
Toronto, ON
- Full-time
Added 1 month ago
GL
Senior IT Risk Analyst
goeasy Ltd.
Mississauga, ON
- Full-time
Familiarity with Power BI, SQL, Python, AI-enabled tools, or similar technologies is preferred.
Added 1 month ago
TC
Java Developer
TMC Canada
Montreal, QC
- Full-time
We're looking for a Senior Java Developer to join a global engineering team building large-scale, distributed risk management applications. You'll work on mission-critical systems that…
Added 2 months ago
Financial Data Analyst
I M P Group International Inc.
Abbotsford, BC
Extract, transform, and analyze data using SQL, Power Query, and other query tools.
Added 1 month ago
SL
Student, Full Stack Developer
Sun Life
Toronto, ON
- Full-time
Sun Life DMS is looking for a contract/Co-Op Full Stack Web Developer with strong communication and Collaboration skills to work closely with technical and non-technical audiences (written,…
Added 1 month ago
B
L2/L3 Java Engineer
Bounteous
Montreal, QC
- Full-time
· Work as a developer on projects adding functionality and scale to the platform.
Added 1 month ago
NB
Senior Analyst Middle Office
National Bank of Canada
Montreal, QC
- Full-time
Programming skill - VBA, Python, SQL would be beneficial
Added 1 month ago
TS
Senior Accountant – Manufacturing
Tulmar Safety Systems
Hawkesbury, ON
- Full-time
Experience using ERP/accounting systems and working with their data. SQL querying for reporting and analysis is an asset; experience with Power Query or other reporting and analytics tools…
Added 1 month ago
LE
Business Systems Coordinator
LG Electronics
Toronto, ON
- Contract
▪ Knowledge of data and experience with databases (SQL, etc.)
Added 1 month ago
LE
Price, Promotion & Trade Analyst
LG Electronics
Toronto, ON
- Full-time
Development and management of promo planner on SQL server (OLAP)
Added 1 month ago
LE
BI Developer - 1 Year Contract
LG Electronics
Toronto, ON
- Contract
As a Business Intelligence Developer, you will play a vital role in our data-driven strategy by leveraging your expertise in Microsoft SQL Server, ETL (SSIS), data engineering, data…
Added 2 months ago
O
.NET Developers (Talent Pool)
Orangutech
Canada
- Temporary
As a .NET Developer in our talent pool, you will be considered for future roles where you’ll design, develop, and maintain enterprise applications leveraging the Microsoft stack. You’ll…
Added 1 month ago
JG
Senior BSA / Data Migration Specialist
J&M Group
Toronto, ON
- Contract
Perform data analysis and profiling using SQL and related tools.

J&M Group

Senior BSA / Data Migration Specialist

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
Apply by: Mar 16, 2027
Experience: 7+ years of experience as a Business Systems Analyst, Data Analyst, or Data Migration Specialist, preferably within large enterprise environments.
Posting language: English
Posted: Sep 17, 2026

Original job description

We are seeking an experienced Senior Business Systems Analyst / Data Migration Specialist to support data transformation or migration between Salesforce and surrounding eco system including DataStage, Snowflake, Tableau and any legacy applications The ideal candidate will have strong business-facing skills combined with hands-on experience analyzing data, defining migration requirements, and supporting the movement of data from legacy/source systems to target platforms.

The individual will work closely with business stakeholders, data teams, architects, developers, and QA to understand business requirements and translate them into clear data mapping, transformation, migration, and validation requirements.

Key Responsibilities

Engage with business stakeholders to understand business processes, requirements, data usage, and reporting needs.
Lead requirements gathering and facilitate discussions between business and technology teams.
Analyze source and target systems to understand data structures, relationships, dependencies, and constraints.
Define and document source-to-target mappings, business rules, transformation logic, and data migration requirements.
Identify data quality issues, gaps, anomalies, duplicates, and migration risks and work with stakeholders to determine remediation approaches.
Perform data analysis and profiling using SQL and related tools.
Work closely with Data Engineers/ETL teams supporting migration and transformation activities.
Support data reconciliation and validation to ensure completeness and accuracy following migration.
Define business acceptance criteria and support SIT/UAT and post-migration validation.
Analyze downstream impacts of migrated data, particularly for Tableau reporting and analytics.
Work within a data environment involving Snowflake, IBM DataStage, and Tableau.
Clearly communicate complex data issues, constraints, and recommendations to both technical and non-technical stakeholders.

Required Skills & Experience

7+ years of experience as a Business Systems Analyst, Data Analyst, or Data Migration Specialist, preferably within large enterprise environments.
Strong experience with end-to-end data migration / system conversion projects.
Excellent requirements elicitation and stakeholder management skills.
Strong understanding of source-to-target mapping, data transformation, data profiling, cleansing, reconciliation, and validation.
Strong SQL and analytical skills.
Experience with Salesforce, Snowflake, IBM DataStage or comparable ETL/data integration platforms and Tableau is a plus.
Deep understanding of reporting and downstream data dependencies.
Ability to identify and articulate data constraints, dependencies, risks, and business impacts.
Strong documentation and communication skills.
Financial services/banking experience would be an asset.

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More about this job

Responsibilities

The Senior BSA will lead requirements gathering and facilitate communication between business stakeholders and technical teams to support data migration projects. They are responsible for defining data mapping, transformation logic, and ensuring the accuracy of data movement between legacy systems and target platforms like Snowflake and Salesforce.

Requirements

Candidates must have 7+ years of experience in business systems analysis or data migration within large enterprise environments. Strong proficiency in SQL, ETL processes, and experience with platforms such as Salesforce, Snowflake, and Tableau is required.

Skills

Business Systems Analysis
Data Migration
Salesforce
Snowflake
IBM DataStage
Tableau
SQL
Data Mapping
Data Profiling
Requirements Gathering
ETL
Data Reconciliation
Validation
Stakeholder Management
Business Rules

Visa sponsorship

Not detected in the job text

Keywords

Business Systems Analyst
Data Migration Specialist
Salesforce
Snowflake
IBM DataStage
Tableau
SQL
ETL
Data Mapping
Data Profiling
Data Quality
Requirements Gathering
SIT
UAT
Data Reconciliation
Financial Services
Banking
Legacy Applications
Transformation Logic
Business Rules
Data Integration
Stakeholder Management
System Conversion
Data Architecture
Reporting
Analytics
Data Validation
Enterprise Environments
Business Processes
Data Structures

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