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Added 11 mins ago
FR
Sustainability Analyst (TOR)
Fitch Ratings
Toronto, ON
- Full-time
Sustainable Fitch is currently seeking an Analyst based out of our Toronto office.
Added 11 mins ago
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Customer Success Technical Coordinator - Bilingual (FR/EN)
Numeris
Toronto, ON
- Full-time
required. The Coordinator also works closely with the Customer Success Insights Analyst to manage recurring,
Added 11 mins ago
I
Sr.Consultant(e) en sémantique des données de santé/Senior Advisor Health Data Semantics
IQVIA
Montreal, QC
- Full-time
Added 25 mins ago
RC
Renewable Energy Analyst (Remote Working)
Renewable Careers
Canada
- Full-time
Communication Skills: The ability to translate dense, technical scientific metrics into clear, actionable business insights for non-technical stakeholders.
Added 25 mins ago
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Anti-Money Laundering Analyst
Hays
Toronto, ON
- Contract
Stakeholder Support: Provide recommendations and insights to the AML leadership team
Added 25 mins ago
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Anti-Money Laundering Specialist
Hays
London, ON
- Contract
Stakeholder Support: Provide recommendations and insights to the AML leadership team
Added 41 mins ago
MC
Manager, Business Banking Credit
Meridian Credit Union
Guelph, ON
- $79,100 to $110,000 CAD / year
- Full-time
…profitable growth. A key responsibility is to lead a team of Analyst and Senior Analysts, with a mandate to train, develop and…
Added 41 mins ago
RS
Senior Analyst, Ecommerce & Digital
Rogers Sports & Media
Mississauga, ON
- Full-time
…how we make decisions as our eCommerce & Digital Analytics analyst. You'll work with Planning, Buying and Marketing to understand what drives performance and turn insights into action. Our…
Added 41 mins ago
Quality Designer Co-op (Summer 2027)
Electronic Arts
Vancouver, BC
…our development process, consistently delivering actionable insights that support our game teams to optimize software performance and elevate gameplay. Their dedicated efforts ensure that…
Added 41 mins ago
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Analyst – Financial Planning & Analysis (FP&A)
Reitmans (Canada) Ltée/Ltd
Montreal, QC
- Full-time
As our Financial Analyst – FP&A, you’ll join a forward-thinking finance team where FP&A is a true advisory partner to the business. You’ll build your foundation across budgeting,…
Added 57 mins ago
Analyst, Marketing - Strategy and Business Intelligence
Reliance Home Comfort
Toronto, ON
By joining Reliance as an Analyst, Marketing - Strategy and Business Intelligence, you’ll become an important Team Member and will be provided with the tools you need to succeed. We have…
Added 57 mins ago
N
Customer Success Technical Coordinator - Bilingual (FR/EN)
Numeris
Toronto, ON
- Full-time
required. The Coordinator also works closely with the Customer Success Insights Analyst to manage recurring,
Added 57 mins ago
MC
Manager, Business Banking Credit
Meridian Credit Union
Guelph, ON
- $79,100 to $110,000 CAD / year
- Full-time
…profitable growth. A key responsibility is to lead a team of Analyst and Senior Analysts, with a mandate to train, develop and…
Added 57 mins ago
LM
Strategic Analyst
Lockheed Martin
Ottawa, ON
- Full-time
The Strategic Analyst supports the delivery of the executive priorities, governance activities, and stakeholder engagements that contribute to organizational effectiveness and business…
Added 1 hour ago
T
Treasury Analyst, Liquidity Measurement - Analytics & Reporting
TD
Toronto, ON
- Full-time
…workflows, processes and procedures to deliver actionable business insights. The following are core responsibilities for A&R…
Added 1 hour ago
MD
Data Analyst - Management Analyst 3
Minnesota Direct Care and Treatment
Saint-Paul, NB · St.-Paul, NB
- Full-time
Join PERA and turn data into insights that support critical decisions and strengthen retirement services for Minnesota's public employees!
Added 1 hour ago
AI
Data Business Analyst - PL/SQL, T-SQL & Data Warehousing
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Toronto, ON
- Full-time
Skills: Business Analysis, Solution and Functional Architect (SAFA), Data Analytics & Insights – ignio AIOps
Added 1 hour ago
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Research Analys
IE - Career Portal
Canada
- Full-time
We are seeking a highly analytical and detail-oriented Research Analyst to conduct research, analyze data, identify trends, and generate insights that support strategic business decisions.…
Added 1 hour ago
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Junior Data Analys
Workpal.id
Canada
- Full-time
We are seeking a detail-oriented and analytical Junior Data Analyst to support data collection, reporting, and business intelligence initiatives. This role is ideal for recent graduates or…
Added 1 hour ago
IS
Payroll Analyst
InSync Systems
Calgary, AB
- Contract
We are looking for a Payroll Analyst for a 12-month contract position, with possible extensions in Calgary, Alberta. Must be legally entitled to work in Canada.
Added 1 hour ago
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Senior Analyst, FP&A
BRP
Montreal, QC · Greater Montreal Metropolitan Area
- Full-time
We are looking for a Senior Analyst, FP&A to support the financial modeling and planning needs of our Ecommerce business. The Senior Analyst will report to the Global Finance Manager for…
Added 1 hour ago
KS
Payroll Analyst
Kelly Services (Canada), Ltd.
Calgary, AB
- $36 to $43 CAD / hour
- Contract
We’re seeking an experienced and meticulous Contract Payroll Analyst to join the payroll team. Reporting to the Payroll Manager, you’ll process payroll for Canadian employees and…
Added 2 hours ago
P
Sr. HRIS Analyst
PointClickCare
Mississauga, ON
- Full-time
The Sr. HRIS Analyst acts as a trusted HRIS partner to HR, Payroll, and IT, stabilizing current core HR technology operations.
Added 2 hours ago
Lead Data Analyst
EXL
Canada
EXL is looking for a Lead Data Analyst with a passion for sports who will play a key role in providing analytics support to a client within our Sports, Media and Entertainment practice.…
Added 2 hours ago
P
Sr. HRIS Analyst
PointClickCare
Mississauga, ON
- $84,000 to $105,000 CAD / year
- Full-time
The Sr. HRIS Analyst acts as a trusted HRIS partner to HR, Payroll, and IT, stabilizing current core HR technology operations.

Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!

Data Business Analyst - PL/SQL, T-SQL & Data Warehousing

Toronto, ON, Canada

Full-time

Apply About employer

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Job details

Job type: Full-time
Apply by: Nov 27, 2026
Experience: Years of Experience: 8–10 years
Posting language: English
Posted: Oct 28, 2026

Original job description

Data Business Analyst - PL/SQL, T-SQL & Data Warehousing

Location: Toronto, ON
Work Arrangement: Hybrid (2 days per week in-person at Toronto office preferred)
Years of Experience: 8–10 years
Skills: Business Analysis, Solution and Functional Architect (SAFA), Data Analytics & Insights – ignio AIOps

Job Responsibilities

1. Analysis of Legacy Systems

For each use case, analyze the mapping document of target tables to determine operational objectives by studying business functions, gathering information, and evaluating output requirements.
Track the target field mapping back to the original data element in the source system.
Strong knowledge of SQL to perform data analysis and data profiling on different legacy systems.
Document the existing source-to-target data flow for each table, including:
- Business transformation rules applied.
- Key-cutting implemented to identify surrogate keys defined as unique identifiers in a table.
- Reference data used to enhance the context and validity of target data elements.
For tables where mapping documentation is not available, TSBI and ETL leads must jointly review the code to extract business rules and capture them in the requirements document.

2. L2/L3 Model

The business team is responsible for the creation of the L2 Model, supported by the Project Business Analyst, Solution Architect, and TSBI.
Collaborate with data scientists, business analysts, and IT teams to integrate advanced L2/L3 models into the data pipeline.

3. Mapping Design of New L2/L3

Prepare technical design and mapping (Data Movement Model) for the new L2 Model by working with Project Business Analysts and Solution Architects.
Review the key-cutting process to be implemented on the L2 model and obtain approval from L2 Schema Owners.
Only BORT system data will be populated into the L2 schema; other reference and tactical data will be directly consumed by L3 processes.
L2-to-L3 mapping will contain business transformation rules for each target table.
A custom surrogate key process will be implemented on L3 tables, which will contain different keys than L2 tables.
Any system with one-off tables holding business data will be loaded into the L3 schema for target table processing.
Spearhead the implementation of robust data governance policies and procedures, ensuring compliance with industry regulations and standards, resulting in a 20% reduction in data security incidents.
Collaborate with cross-functional teams to design and implement data quality frameworks, improving data accuracy and integrity while reducing errors.

Role and Responsibilities

Determine operational objectives by studying business functions, gathering information, and evaluating output requirements and formats.
Design solutions, analyze requirements, and design modifications.
Define project requirements by identifying project milestones, phases, and elements, and forming project teams.
Monitor project progress by tracking activities, resolving problems, publishing progress reports, and recommending actions.
Provide references for users by writing and maintaining mapping documentation.
Maintain user confidence and protect operations by keeping information confidential.
Prepare technical design and mapping through data collection, analysis, and profiling.
Maintain professional and technical knowledge through workshops and continuous learning.
Work with business and technology teams to fulfill data requirements.
Prepare data models and technical design documentation according to standards.
Assess intake requests for new projects and change requests.
Strong knowledge of SQL and analysis of data from different product systems.

5 Mandatory Must-Have Skills and Experience

Strong PL/SQL and T-SQL development and query optimization skills.

Experience in Data Modelling using industry-standard modeling tools, Gap Analysis, and MS Visio.

Strong understanding of Data Warehousing concepts, ETL processes, and source-to-target data mapping.

Proven experience conducting requirement-gathering sessions and stakeholder workshops across business and technology teams.

Experience in data analysis, data profiling, legacy system analysis, and technical documentation within large-scale data initiatives.

5 Nice-to-Have Skills and Experience

Knowledge of banking domain data, including customer, account, and transaction data.

Experience with Sybase PowerDesigner for data modeling.

Knowledge of cloud technologies such as Amazon AWS.

Familiarity with data governance and data quality frameworks.

Experience supporting L2/L3 data models and enterprise data warehouse environments.

Apply About employer

More about this job

Responsibilities

Analyze legacy systems and data flows, document source-to-target mappings and business transformation rules, and design technical mappings for L2/L3 data models. Collaborate with business, architecture, data science, and IT teams to define requirements, monitor project progress, and improve data governance and quality.

Requirements

Requires 8–10 years of experience, strong PL/SQL and T-SQL development and query optimization skills, and experience with data modeling, data warehousing, ETL, and source-to-target mapping. Candidates must also have experience gathering requirements, facilitating stakeholder workshops, analyzing and profiling legacy-system data, and producing technical documentation.

Skills

PL/SQL
T-SQL
SQL Query Optimization
Data Modeling
Data Warehousing
ETL
Source-to-Target Data Mapping
Business Analysis
Data Analysis
Data Profiling
Legacy System Analysis
Requirements Gathering
Stakeholder Workshops
Data Governance
Data Quality
MS Visio

Visa sponsorship

Not detected in the job text

Keywords

PL/SQL
T-SQL
SQL
Data Warehousing
ETL
Data Modeling
Source-to-Target Mapping
Data Movement Model
L2/L3 Data Models
Legacy Systems
Data Analysis
Data Profiling
Business Transformation Rules
Surrogate Keys
Reference Data
Data Governance
Data Quality Frameworks
Requirements Gathering
Stakeholder Workshops
Gap Analysis
MS Visio
Sybase PowerDesigner
Amazon AWS
Banking Data
Customer Data
Account Data
Transaction Data
Solution Architecture
ignio AIOps
BORT

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