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Added 5 mins ago
PX
Data Scientist (Machine Learning and AI)
Project X
Toronto, ON
- Full-time
Experience building and deploying data pipelines and ML workflows in cloud environments; Snowflake experience is a strong asset
Added 45 mins ago
BC
Data Platform Administrator/Developer
BBA Consultants
Mont-Saint-Hilaire, QC · Mont-St-Hilaire, QC
- Full-time
Administer and optimize data platforms (Azure, Snowflake, etc.)
Added 47 mins ago
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Semantic Model Senior Developer
Epsilon Solutions Ltd.
Mississauga, ON
- Contract
Develop star and snowflake schemas, including fact tables, dimension tables, hierarchies, keys, and relationships.
Added 47 mins ago
BC
Data Platform Administrator/Developer
BBA Consultants
Montreal, QC
- Full-time
Administer and optimize data platforms (Azure, Snowflake, etc.)
Added 47 mins ago
BC
Data Platform Administrator/Developer
BBA Consultants
Boisbriand, QC
- Full-time
Administer and optimize data platforms (Azure, Snowflake, etc.)
Added 49 mins ago
R
Principal AI Engineer, Agentic Models and Data Platforms
RBC
Calgary, AB
- Full-time
Hands on experience with data engineering platforms and tools, commonly including Python, PySpark, Databricks, Airflow, Kafka, Snowflake, and modern data integration patterns.
Added 49 mins ago
PX
Sr. Data Platform Engineer
Project X
Toronto, ON
- Full-time
…modernizing and strengthening a data platform built around Snowflake, AWS, dbt Core, GitHub and…
Added 1 hour ago
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Lead Optimizely Solutions Architect
Valtech
Canada
- Full-time
Champion AI-assisted software delivery practices, including code generation, testing automation and developer productivity tools.
Added 2 hours ago
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Principal AI Engineer, Agentic Models and Data Platforms
RBC
Calgary, AB
- Full-time
Hands on experience with data engineering platforms and tools, commonly including Python, PySpark, Databricks, Airflow, Kafka, Snowflake, and modern data integration patterns.
Added 2 hours ago
M
Senior DevOps Engineer
Miovision
Remote, Canada
- $130,000 to $170,000 CAD / year
- Full-time
- Remote
…continuous delivery requirements, overall security posture, and developer experience. Before our smart intersection technology can clear the road for emergency vehicles or optimize transit…
Added 3 hours ago
VC
Développeur fiscal - Ingénieur de données | Tax Developer - Data Engineer
Valsoft Corporation
Montreal, QC · Saint-Laurent, Quebec
- Full-time
…scalable data pipelines, model tax and related financial data in Snowflake, integrate external systems through APIs, and develop applications and AI-assisted tools that streamline tax…
Added 4 hours ago
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Senior Machine Learning Engineer
Autodesk
Toronto, ON · AMER - Canada - Ontario - Toronto - University Ave
- Full-time
Working experience with Snowflake, Hands-on experience with Snowflake utilities, Snow SQL, Snow Pipe. Must have worked on Snowflake Cost optimization scenarios
Added 4 hours ago
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Senior / Staff Data Engineer (BI) – CEG Team
Agoda
Vancouver, BC
- Full-time
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Senior / Staff Data Engineer (BI) – CEG Team
Agoda
Montreal, QC
- Full-time
Added 4 hours ago
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Terraform DevOps/Developer
BullTechSystem
Halifax, NS
- Full-time
Familiarity with modern cloud data engineering platforms such as Databricks and Snowflake is required, including query federations and fundamental data engineering concepts.
Added 5 hours ago
A
Senior Sales Engineer
Ataccama
Toronto, ON
- Full-time
Proficient in SQL, data pipelines, Databricks/Snowflake, APIs, and preferably programming experience ideally in Python.
Added 5 hours ago
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Actuarial Analyst
TD
Toronto, ON · Montreal, QC · Quebec, QC
- Full-time
Knowledge of modern data architecture and big data technologies (Databricks, Snowflake, Spark, etc.)
Added 5 hours ago
IS
Senior Data Engineer
Iris Software Inc.
Mississauga, ON
- Contract
5-8 years SQL & Python; cloud data platform experience (Snowflake highly preferred)
Added 5 hours ago
B
Senior BSA / Data Migration Specialist
Bench
Toronto, ON
- Full-time
…across Salesforce and surrounding data ecosystems, including Snowflake, IBM DataStage, Tableau, and legacy…
Added 5 hours ago
H
Senior Python Engineer - Data Platforms
Highspring
Montreal, QC
- Full-time
Plateformes de données : Databricks, Snowflake
Added 6 hours ago
A
Terraform Developer / HALIFAX, NS (Onsite) - FTE
AceStack
Halifax, NS
- Full-time
We are looking for a Terraform Developer / Cloud Infrastructure Engineer with strong hands-on experience in Azure, Terraform, Kubernetes, CI/CD, Python, Databricks, and Snowflake. The ideal…
Added 6 hours ago
IS
Data Engineer Tech Lead
Iris Software Inc.
Mississauga, ON
- Contract
Must have skills5-8 years SQL & Python; cloud data platform experience (Snowflake highly preferred)
Added 6 hours ago
F
Infrastructure Architecture - Senior Professional I
Fiserv
Toronto, ON
- Full-time
· Familiarity with Snowflake and Data Streaming services (MSK, Kafka, Confluent).
Added 6 hours ago
Data Engineer - Analytics
Capgemini
Montreal, QC
Leverage Python, SQL, Snowflake, Power Platform, Power Automate, repositories, SDLC practices, source control, GitHub Copilot, and AI-assisted development to deliver scalable solutions.
Added 6 hours ago
AT
Senior Data Engineer
Arkhya Tech Inc.
Ottawa, ON
- Contract
Experience in any cloud data warehouse like Synapse, Big Query, Redshift, Snowflake.

Bench

Senior BSA / Data Migration Specialist

Toronto, ON, Canada

Full-time

Apply About employer

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Job details

Job type: Full-time
Apply by: Nov 6, 2026
Posting language: English
Posted: Oct 7, 2026

Original job description

Location: Toronto, ON, Canada – Hybrid

Employment Type: Contract / 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.

Please include the following with your application:

Current location
Canadian work authorization status
Notice period / availability
Expected annual salary or hourly/day rate
Years of data migration experience
Relevant experience with Salesforce / Snowflake / DataStage / Tableau

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 execution, data quality remediation, reconciliation, validation, testing, and assessment of downstream reporting impacts.

Requirements

Requires 7+ years in business systems analysis, data analysis, or data migration, including hands-on end-to-end migration or system conversion experience. Candidates need strong SQL, data mapping, profiling, cleansing, reconciliation, validation, requirements elicitation, and stakeholder management skills, plus experience with Salesforce, Snowflake, IBM DataStage, or comparable platforms.

Skills

Data Migration
Business 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
Data Quality Analysis

Visa sponsorship

Not detected in the job text

Keywords

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

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