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Added 29 mins ago
RP
Senior Data Conversion Analyst
RECRUITMENT PARTNERS INC.
AB · Edmonton, AB
- Full-time
Our Edmonton based Client is searching for a Senior Data Conversion Analyst on a full-time permanent basis.This role will play a critical part in ensuring the successful migration,…
Added 29 mins ago
OT
Analyste en modélisation et simulation électrique / Electrical Modeling and Simulation Analyst
OPAL-RT TECHNOLOGIES
Montreal, QC
- Full-time
Added 58 mins ago
CS
Management Consultant - Analyst, Associate, Senior Associate
Cascadia Strategy Consulting Partners
Victoria, BC
- $68,000 to $135,000 CAD / year
- Full-time
…competitive pay, with base salaries ranging from $68,000 for Analyst 1 (undergraduate degree with limited to no experience) to over $135,000 for Senior Associate 3. All positions are…
Added 58 mins ago
PB
Risk & Compliance Analyst / Auditor
Pacific Blue Cross
Burnaby, BC
- Full-time
We're looking for an experienced Risk & Compliance Analyst / Auditor who can help us strengthen how we identify, assess, and manage risk across Pacific Blue Cross.
Added 59 mins ago
FH
Senior Business Analyst
Fraser Health
Surrey, BC
- Full-time
We are hiring a Relief Full Time Senior Business Analyst to join our team in Surrey, B.C.
Added 1 hour ago
TH
Replenishment Analyst
The Home Depot
Canada
- Full-time
The Replenishment Analyst has responsibility for the tactical execution of category replenishment strategy, providing a high level of service to its Merchandising, Store Operations and…
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
Track the target field mapping back to the original data element in the source system.
Added 1 hour ago
C
Fullstack Integration Developer Vice President
Citi
Mississauga, ON
- Full-time
The Applications Development Technology Lead Analyst is a senior-level role responsible for leading the design, implementation, and enhancement of application systems and programs. This…
Added 1 hour ago
S
Application System Analyst ( 6 months contract )
Sobeys
AB · Greater Edmonton Metropolitan Area
- Contract
…currently have a 6 months contract opportunity for a Application System Analyst. This role can be based out of one of our main offices including: Stellarton, NS, Dartmouth, NS, Mississauga,…
Added 1 hour ago
UO
Billing Analyst, U of C Medical Group
University of Calgary
Calgary, AB
- Full-time
The University of Calgary Medical Clinic in the Cumming School of Medicine is currently seeking a Full-time Regular Billing Analyst.
Added 2 hours ago
C
AI Solutions Lead, Enterprise Applications (T & I) (Telework/Hybrid)
CBC/Radio-Canada
Toronto, ON · Montreal, QC
- Full-time
Collaborate within the AI Pod: Work daily with the AI Lead Architect to implement scalable models, and with the Lead Analyst to deliver the core platform capabilities required to support…
Added 2 hours ago
Analyste en modélisation et simulation électrique / Electrical Modeling and Simulation Analyst
OPAL-RT
Montreal, QC
Added 2 hours ago
R
Risk Analyst, Third Party Disaster Readiness
RBC
Toronto, ON
- Full-time
Software/ system implementation experience for SaaS/cloud solutions.
Added 2 hours ago
C
Application Development Technology Lead Analyst
Citi
Mississauga, ON
- Full-time
The Applications Development Technology Lead Analyst is a senior level position responsible for establishing and implementing new or revised application systems and programs in coordination…
Added 2 hours ago
AF
Analyst, SAP
Alberta-Pacific Forest Industries Inc.
Boyle, AB
- Full-time
Alberta-Pacific Forest Industries Inc. (Al-Pac) is seeking a Analyst, SAP to work out of our Mill Site, St. Albert location near Athabasca, Alberta or our office in St. Albert, Alberta. The…
Added 2 hours ago
AF
Analyst, Applications
Alberta-Pacific Forest Industries Inc.
Boyle, AB
- Full-time
Alberta-Pacific Forest Industries Inc. (Al-Pac) is seeking a Analyst, Applications to work out of our Mill Site location near Athabasca, Alberta. The successful candidate will be…
Added 2 hours ago
R
Junior Business Analyst
Raise
Calgary, AB
- Full-time
Raise is currently hiring a Junior Business Analyst on behalf of our client. They’re expanding their team to meet growing needs, making this a unique opportunity to work with an industry…
Added 2 hours ago
BP
Senior Information Systems Analyst (Enterprise Applications)
Bruce Power
Bruce Power
- Full-time
The Senior Information Systems Analyst will support the Enterprise Applications Section with a focus on Enterprise Resource Planning (ERP) and Computational Analysis solutions and offer IT…
Added 2 hours ago
WI
Summer '27 Intern - IT Support Analyst
Welltower™ Inc. (NYSE:WELL)
Toronto, ON
- Full-time
…superior operating results driven by the Welltower Business System - our end-to-end operating platform - we aspire to deliver long-term compounding of per share growth for our existing…
Added 2 hours ago
IC
SIEM Security Engineer
Infotek Consulting Inc.
Toronto, ON
- $40 to $53 CAD / hour
- Contract
We are seeking a Cybersecurity Engineer / Information Security Analyst with hands-on experience administering enterprise Security Information and Event Management (SIEM) platforms.
Added 2 hours ago
RI
Application Systems Analyst (C#, .NET, Microsoft SQL Server & Agile)
Rose International
AB · Edmonton, AB
- Full-time
…of an experienced C#, Visual Studio and MS-SQL application system analyst, that preferably has experience with Oil Sands…
Added 2 hours ago
O
Senior SAP Functional Analyst - Warehouse Management (EWM)
Olymel
Boucherville, QC
- Full-time
At Olymel, we believe in innovation, quality, and sustainable growth. We are looking for an Senior SAP Functional Analyst - Warehouse Management (EWM) to join our dynamic team. If you are…
Added 2 hours ago
RH
System Analyst
Robert Half
AB · Edmonton, AB
- $80,000 to $100,000 CAD / year
- Full-time
Our client is seeking a Systems Analyst to administer, manage, and optimize server infrastructure while ensuring the availability, performance, and security of critical systems. This role…
Added 2 hours ago
Senior Business Analyst – Post Booking Optimization - Toronto, ON
Flight Centre
ON
Senior Business Analyst – Post Booking Optimization
Added 2 hours ago
TC
Systems Analyst - Enterprise Applications
The Corporation of The City of Victoria
Victoria, BC
- Other
We are seeking a Systems Analyst – Enterprise Applications to join our Workday Implementation Project Team, with a primary focus on systems integration and data conversion. In this role,…

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: Dec 5, 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 source-to-target data flows, document business transformation rules, and develop technical designs and mappings for L2/L3 data models. Coordinate with business, architecture, data science, and IT teams to support data pipeline integration, data governance, data quality, and project delivery.

Requirements

Requires 8–10 years of experience, strong PL/SQL and T-SQL development and query optimization skills, and expertise in data modeling, data warehousing, ETL, and source-to-target mapping. Candidates should have experience gathering requirements, facilitating stakeholder workshops, analyzing and profiling legacy data, and producing technical documentation for large-scale data initiatives.

Skills

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

Visa sponsorship

Not detected in the job text

Keywords

PL/SQL
T-SQL
SQL
Query Optimization
Data Modeling
Data Warehousing
ETL
Source-to-Target Mapping
Data Movement Model
L2/L3 Data Models
Legacy Systems
Data Analysis
Data Profiling
Business Analysis
Solution Architecture
Functional Architecture
Requirements Gathering
Stakeholder Workshops
Business Transformation Rules
Surrogate Keys
Reference Data
Data Governance
Data Quality
MS Visio
Sybase PowerDesigner
Amazon AWS
Banking Data
Enterprise Data Warehouse
ignio AIOps
TSBI

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