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Added 8 mins ago
D
Senior Salesforce Developer
Docebo
Remote, Canada
- $90,800 to $121,000 CAD / year
- Full-time
- Remote
We're adding a senior developer to carry that forward. You'll build on the platform every week, but you'll also be one of the people the rest of the team turns to when a design needs a…
Added 8 mins ago
M
Senior Software Engineer (Hybrid / Montreal)
Motion
Montreal, QC
- Full-time
…your team already works (Slack, Notion, Google Drive, your ad data) and turns a marketer's knowledge and instincts into cross-channel playbooks, automated workflows, and a system that gets…
Added 8 mins ago
CB
Senior Java Developer
Conduent Business Services Canada, Inc.
Canada
- Full-time
- Other
Support IM with project’s technical DB setup needs support DBA as required for data conversion
Added 8 mins ago
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Développeur(euse) logiciel / Software Developer - Clearance
Genetec
Montreal, QC
- Full-time
As a Software Developer, you will play a key role within a passionate development team, contributing to a cloud-based solution designed to manage digital evidence more efficiently in a…
Added 8 mins ago
T
Accounting Assistant – Peru (Focus on Mass Payments)
TeemoPay
Milton, ON
- Part-time
Assist in reconciling payment data for internal and external reporting
Added 8 mins ago
H
Machine Learning Engineer
Hays
Toronto, ON
- Contract
The role involves working across the ML lifecycle, including data analysis, feature preparation, experimentation, training, and evaluation.
Added 8 mins ago
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Senior Architect
Hays
Toronto, ON
- $80 to $90 CAD / hour
- Contract
Partner with business leaders, data teams, cloud engineers, cybersecurity teams, application developers, and enterprise architects.
Added 8 mins ago
VS
Senior Siebel Developer
vTech Solution Canada
Toronto, ON
- Contract
…programming specifications, writing and/or generating code, compiling data-driven programs, maintaining, and conducting unit…
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Cloud Architect
Hays
Toronto, ON
- Contract
Partner with application, cloud, data, cybersecurity, infrastructure, and enterprise architecture teams.
Added 8 mins ago
ML
Head of Cyber Risk and Compliance
Maple Leaf Foods Inc
Mississauga, ON
- Full-time
Modernize security capabilities across security operations, threat intelligence, identity and access management, cloud security, data protection, AI security, and emerging risk management
Added 8 mins ago
FS
Salesforce Consultant
Futran Solutions
Toronto, ON
- Full-time
Strong hands-on experience of 5-8 years with Salesforce Data Cloud and core Salesforce platform and Designing experience
Added 8 mins ago
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Systems Engineer
MCAP
Waterloo, ON
- Full-time
…infrastructure environment and is passionate about automation, cloud-native technologies, container platforms, virtualization, and Infrastructure as Code. This position offers the…
Added 8 mins ago
WT
Senior Angular Developer
Wissen Technology
Montreal, QC
- Full-time
…Software Engineering, Generative AI & Machine Learning, Real-Time Data Analytics & Insights, Interactive Data Visualization & Decision Intelligence, Intelligent Process Automation,…
Added 23 mins ago
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Partner Customer Success Manager (PCSM) - Accounting & Advisory Channel
Teleperformance
TPCA The Well
- Full-time
…high-impact role combining consultative account stewardship, data-driven prioritization, and authentic domain…
Added 23 mins ago
T
Partner Customer Success Manager (PCSM) - Accounting & Advisory Channel
Teleperformance
TPCA The Well
- Full-time
…high-impact role combining consultative account stewardship, data-driven prioritization, and authentic domain…
Added 23 mins ago
T
Partner Customer Success Manager (PCSM) - Accounting & Advisory Channel
Teleperformance
TPCA The Well
- Full-time
…high-impact role combining consultative account stewardship, data-driven prioritization, and authentic domain…
Added 23 mins ago
AS
Data & Analytics Solutions Architect
Apex Systems
Mississauga, ON
- $45 to $50 USD / hour
- Contract
Experience designing solutions across cloud data platforms such as Azure, Snowflake, Databricks, Microsoft Fabric, or similar technologies.
Added 23 mins ago
AS
Lead FinOps Analyst: Cloud, Network & Infrastructure
Apex Systems
Mississauga, ON
- $100 to $101 USD / hour
- Contract
McKesson is seeking a **Lead FinOps Analyst: Cloud, Network & Infrastructure** to own financial and consumption outcomes across its Cloud, Network, and Infrastructure services. This…
Added 23 mins ago
GT
Account Executive
Greenlight Tech Staffing
Mississauga, ON
- Full-time
…and advisory partner helping organizations deliver complex Cloud, Data, Security, and AI programs. The company operates between traditional staffing and strategy consulting, working closely…
Added 23 mins ago
P
Manager Software Engineering
PointClickCare
Mississauga, ON
- $152,000 to $174,000 CAD / year
- Full-time
…make a lasting impact. Recognized by Forbes as a top private cloud company and honored as one of Canada’s Most Admired Corporate Cultures, we offer flexibility, growth opportunities, and…
Added 23 mins ago
AS
Senior Technical Business Analyst – CABL Initiative
Apex Systems
Montreal, QC
- $70 to $71 USD / hour
- Contract
Experience supporting data warehouse, reporting, analytics, or cloud data-platform initiatives, including Snowflake or a comparable platform.
Added 23 mins ago
A
DevSecOps Engineer
Aviso
Vancouver, BC
- $120,000 to $130,000 CAD / year
- Full-time
Champion continuous improvement initiatives, identifying opportunities to reduce friction, improve predictability, and enhance developer experience across the software delivery lifecycle
Added 24 mins ago
ML
IT Security Consultant
Maple Leaf Foods Inc
Mississauga, ON
- $96,000 to $141,000 CAD / year
- Part-time
Do you live and breathe cyber security? Are you passionate about keeping your workplace, data and operations safe? If this sounds like you, we have an opportunity for you. Maple Leaf Foods…
Added 24 mins ago
ML
Senior Analyst Identity and Access Management
Maple Leaf Foods Inc
Mississauga, ON
- $77,000 to $112,000 CAD / year
- Part-time
…across a complex hybrid environment that includes corporate, cloud, and business-critical operational…
Added 24 mins ago
EP
Digital Marketing Lead
Earthscape Play
Elmira, ON
- Full-time
…organizational rigor to manage digital platforms, turn performance data into decisions, and keep marketing projects moving seamlessly from concept to…

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: 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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