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Added 7 mins ago
LD
Senior Electrical Engineer Power Electronics
Leonardo DRS
Bedford, NS
- Full-time
…at our Halifax site. Working with the Electrical Engineering Architect and a multidisciplinary engineering team, this role will lead assigned electrical design activities from requirements…
Added 22 mins ago
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Forward Deployment Engineer
''
Toronto, ON
- Full-time
…experiences - together. With a customer-first mindset, we make doing business with McCain…
Added 36 mins ago
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Data & AI Solution Architect
SaskTel
Regina, SK
- Contract
Evaluates the impact of changing business drivers on IT solutions and advises enabling and client areas on focus areas for new requirements or changes.
Added 36 mins ago
M
Client Support Specialist
Meltwater
Toronto, ON
- Full-time
Architect and manage comprehensive global project structures by applying Boolean logic and rule-based frameworks to align global client strategy with cross-functional teams
Added 52 mins ago
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Sr AI Engineer
Nutrien
Saskatoon, SK
- Full-time
Nutrien is a leading provider of crop inputs and services, and our business results make a positive impact on the world. Our purpose, Feeding the Future, is the reason we come to work each…
Added 52 mins ago
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PTC Windchill Technical Architect
Accenture
Calgary, AB · Vancouver, BC · Ottawa, ON · Toronto, ON · Montreal, QC
- Full-time
…innovation, we help clients drive greater efficiency, resilience, and business value throughout the product and asset…
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
TI
Technical Architect
Themesoft Inc.
Toronto, ON
- Contract
· Strategic thinking across multiple business units
Added 1 hour ago
PS
Senior Adobe Experience Platform (AEP) Technical Lead
Publicis Sapient
Toronto, ON
- Full-time
…and Adobe Experience Manager (AEM). The role will translate business and marketing objectives into secure, scalable, governed, reusable, and connected omnichannel solutions while guiding…
Added 1 hour ago
QF
Manager, Data Science
Questrade Financial Group
Toronto, ON · North York, ON
- Full-time
…value, propensity, and retention) that directly inform daily business operations, establishes production-grade model standards, and mentors a high-performing data science team while…
Added 1 hour ago
RB
Project Consultant, Building Enclosure
RDH Building Science
Burnaby, BC
- Full-time
Participate in business development activities
Added 1 hour ago
BH
SAP Technical Lead – Platform & BTP
BC Hydro
Burnaby, BC
- $131,100 to $165,800 CAD / year
- Full-time
Own the technical health of the SAP landscape, including S/4HANA, IS-U, SuccessFactors integrations, BTP, Business Data Cloud and supporting SAP systems. This covers availability,…
Added 1 hour ago
N
Sr AI Engineer
Nutrien
Calgary, AB
- Full-time
Nutrien is a leading provider of crop inputs and services, and our business results make a positive impact on the world. Our purpose, Feeding the Future, is the reason we come to work each…
Added 1 hour ago
A
Architectural Project Coordinator
AECOM
Ottawa, ON
- $65,000 to $85,000 CAD / year
- Full-time
This is an exciting opportunity for a newly licensed Architect who is interested in developing a career in project delivery, construction administration, and project management. Working…
Added 1 hour ago
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AI Solutions Lead, Enterprise Applications (T & I) (Telework/Hybrid)
Radio-Canada
Montreal, QC
- Full-time
As the core technical builder of this practice, you will work hand-in-hand with our AI Lead Architect to translate our overarching AI vision into tangible platform assets. You will also…
Added 1 hour ago
U
Workday Financials Sales Solution Architect
UST
ON · Ontario, Canada
- Full-time
We are seeking a Workday Financials Sales Solution Architect to serve as a strategic, client-facing subject matter expert with deep domain, product, industry, and solution area expertise.…
Added 1 hour ago
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Senior Technical Program Manager - Engineering Chief of Staff
lululemon
Vancouver, BC
- Full-time
…with leaders in Engineering, Product, Architecture, UX and the business, and report directly to the…
Added 1 hour ago
PH
Reporting Architect, BC Health Workday
Provincial Health Services Authority
Burnaby, BC
- Temporary
Reporting to the Manager of Reporting and Dashboards, the Reporting Architect is responsible for governing the technical architecture and solution design to ensure alignment with enterprise…
Added 1 hour ago
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Enterprise Architect
Nutrien
Calgary, AB
- Full-time
Nutrien is a leading provider of crop inputs and services, and our business results make a positive impact on the world. Our purpose, Feeding the Future, is the reason we come to work each…
Added 1 hour ago
NC
Engineering Manager - Toronto, Canada (hybrid)
Nu Colombia
Toronto, ON
- Full-time
…promote financial access, advancement, and transparency. Its business model thrives on customer love and lower costs, feeding a flywheel of growth and…
Added 1 hour ago
MC
Data Analyst – Power BI Microsoft Fabric (36191)
Myticas Consulting
Ottawa, ON
- Full-time
…enjoys turning data into meaningful dashboards, reporting and business…
Added 1 hour ago
C
Sr Data Architect (AWS & Databricks)
Ccube
Mississauga, ON
- $90 to $110 CAD / hour
- Full-time
We are looking for a highly skilled "Senior Data Architect" With (Strong Databricks) to join our growing data and cloud team in Mississauga, ON (Hybrid). The ideal candidate will design…
Added 1 hour ago
AI
Solution Architect – ServiceNow, ITSM, ITOM, CMDB & SecOps
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Vancouver, BC
- Full-time
Assess business requirements, application management scope, enhancement demand, operational pain points and customer objectives, then translate them into scalable ServiceNow solution…
Added 1 hour ago
C
AI Solutions Lead, Enterprise Applications (T & I) (Telework/Hybrid)
CBC/Radio-Canada
Toronto, ON · Montreal, QC
- Full-time
As the core technical builder of this practice, you will work hand-in-hand with our AI Lead Architect to translate our overarching AI vision into tangible platform assets. You will also…
Added 1 hour ago
Solution Architect, D365 Customer Engagement
Long View Systems
Calgary, AB · AB · Vancouver, BC · Toronto, ON
We are looking for a professional and engaging Dynamics 365 Customer Engagement Solution Architect for our Data & Dynamics team to be based out of our Toronto, Vancouver, Edmonton, or…

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

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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.

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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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