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Added 3 mins ago
R
IT - Specialty Developer - Senior
Raise
Toronto, ON
- Full-time
…applications, setting up DevOps automation, and nice to have: Azure Data Factory, and Databricks. Requires expertise in CI/CD, infrastructure as code, cloud security, networking,…
Added 3 mins ago
R
Cybersecurity Governance & Policy Specialist
Raise
Vancouver, BC
- Full-time
…translating complex technical risks, emerging technologies (such as Cloud and AI), and regulatory obligations into clear, actionable policy language. The ideal candidate will bridge…
Added 3 mins ago
PI
Senior Software Engineer, Accounts
PENN Interactive
Canada
- Full-time
…modern systems; and excel at doing what this entails, including, data migrations, intermediate data translation, the building and stewardship of additional supporting infrastructure as…
Added 3 mins ago
SC
Ingénieur Automatisation Électronique & DevOps (Senior)
SII Canada
Montreal, QC
- Full-time
Expérience en automatisation d’environnements sur Azure Cloud.
Added 3 mins ago
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Software Developer
Actalent
Toronto, ON
- $24 to $33 CAD / hour
- Contract
As a Software Developer, you will lead the design and delivery of software services and website stacks that involve engaging creatives, cross-screen placements, targeting, optimization,…
Added 3 mins ago
S
Business Development Representative - SMB
Solink
Ottawa, ON
- $68,500 to $85,000 CAD / year
- Full-time
Our cloud-based platform integrates seamlessly with your existing cameras and systems, turning them into intelligent sensors that detect and interpret key moments. This empowers teams to…
Added 3 mins ago
QP
Cyber Security, Winter 2027 - Toronto (Co-op/Internship) - 4 Months
QuadReal Property Group
Toronto, ON
- Full-time
…software, IT security testing tools, Active Director and Azure AD, Cloud based IT service such as Office 365, OSI…
Added 3 mins ago
S
Software Engineering LMTS
Salesforce
Toronto, ON · Canada - Toronto
- Full-time
…architecting, developing, and testing the next generation of cloud-native database. You’ll join a team of highly skilled, motivated software engineers and database experts, designing and…
Added 3 mins ago
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Associate Vice President, Agentic Software Development
TD
Toronto, ON
- Full-time
Own realization of defined enterprise outcomes, including developer productivity, delivery speed, software quality, security, resilience, developer experience, platform reuse and reduction…
Added 3 mins ago
Digital Architect
Government of Alberta
AB
Design scalable, secure digital solutions integrating AI/ML, automation, data, and enterprise technologies.
Added 3 mins ago
WT
Workforce Authentication Engineer
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 3 mins ago
JG
Data Scientist
J&M Group
Vancouver, BC
- Full-time
Experience building and optimizing data pipelines, architectures and data sets
Added 18 mins ago
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Full Stack Engineer, Agentic AI
Lazer
Remote, Canada
- Contract
- Remote
Comfort working with at least one major cloud provider (GCP, AWS, Azure), especially data tools like BigQuery, SageMaker, etc.
Added 18 mins ago
Fullstack Developer
Adastra Corporation
Markham, ON
We are seeking a Full Stack Developer with a strong focus on frontend engineering to help build modern, user-centric web applications that deliver analytics, AI-driven insights, operational…
Added 18 mins ago
AC
Fullstack Developer
Adastra Corporation
Markham, ON
- Contract
We are looking for a Full Stack Developer to build scalable, production-ready applications that combine modern backend engineering with advanced AI and Generative AI capabilities. The role…
Added 33 mins ago
Data Engineer
CareRx
Toronto, ON
CareRx’s Enterprise Data platforms enable the organisation to harness the power of its data. Core to this is the ability to source, transform and move data from multiple locations and store…
Added 33 mins ago
Loyalty & Guest Feedback Coordinator
Northland Properties
Vancouver, BC
…PowerPoint is essential. Experience with systems such as Opera Cloud PMS, Reporting & Analytics, TravelClick GMS, GV360, iHotelier, Galaxy and Google listings is a significant…
Added 33 mins ago
A
Entry Level Technology Development Program - Summer Analyst - Canada - NAELFY27
Accenture
Calgary, AB · Vancouver, BC · Ottawa, ON · Toronto, ON · Montreal, QC · Regina, SK
- Full-time
Dive into a variety of assignments like coding and testing, supporting data migrations, writing project documentation, and helping plan and track project timelines.
Added 33 mins ago
A
Cyber Security Health Industry Lead
Accenture
Calgary, AB · Vancouver, BC · Ottawa, ON · Toronto, ON · Montreal, QC
- Full-time
…relationships. We combine our strength in technology and leadership in cloud, data and AI with unmatched industry experience, functional expertise and global delivery capability. Our broad…
Added 33 mins ago
A
Entry Level Advisory Development Program - Summer Analyst - Canada - NAELFY27
Accenture
Calgary, AB · Vancouver, BC · Ottawa, ON · Toronto, ON · Montreal, QC
- Full-time
Analyze data to uncover insights, solve complex problems, and inform business decisions.
Added 33 mins ago
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Lead Full Stack Engineer
RBC
Toronto, ON
- Full-time
…using the .NET Framework and ASP.NET Core, with a focus on cloud-native architecture. This role involves building scalable backend services, designing data solutions, and ensuring secure,…
Added 33 mins ago
A
Account Executive - Existing Customer Growth
Agilyx
Victoria, BC
- Full-time
…needs to Agilyx professional services, Unit4-related solutions, cloud and transformation initiatives, and complementary Agilyx…
Added 33 mins ago
ZS
GenAI Security Lead
Zodiac Solutions, Inc
Toronto, ON
- Full-time
Facilitate discovery workshops and interviews with security, technology, data, risk, and business stakeholders.
Added 33 mins ago
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Sr. Software Developer
OpenText
Richmond Hill, ON
- Full-time
The Senior Software Developer is a hands-on technical contributor and emerging technical lead who designs, develops, and supports Java and Spring Boot microservices running on Google Cloud…
Added 48 mins ago
T
Data Engineer Intern/Co-op (Winter 2027)
TD
Toronto, ON
- Full-time
…within the Technology group, specifically working on TD’s big data platform (Data-as-a-service or DaaS). Job responsibilities for a Data Engineer Intern/Co-op may vary by area. They may…

Apptoza Inc.

BSA TSB

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
Apply by: Nov 27, 2026
Posting language: English
Posted: Oct 28, 2026

Original job description

BSA TSBI*

Toronto, ON Hybrid (4 days per week in-person at Toronto office preferred)

Skills: Business Analysis, Solution and Functional Architect (SAFA), Data Analytics & Insights : ignio AIOps

Years Experience: 8-10

Job Responsibilities:

Analyze of Legacy System

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.

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.

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 mappings, document business transformation rules, and prepare technical designs for L2/L3 data models. Collaborate with business, architecture, data science, and IT teams to deliver data pipelines, governance, and data quality improvements.

Requirements

Requires 8–10 years of experience, strong PL/SQL and T-SQL development and query optimization, and experience with data modeling, data warehousing, ETL, and source-to-target mapping. Candidates should have experience gathering requirements across business and technology teams and conducting data analysis, profiling, legacy system analysis, and technical documentation.

Skills

Business Analysis
SQL
PL/SQL
T-SQL
Data Modeling
Data Profiling
Data Analysis
ETL
Data Warehousing
Source-to-Target Mapping
Gap Analysis
MS Visio
Stakeholder Workshops
Data Governance
Data Quality
Solution Architecture

Visa sponsorship

Not detected in the job text

Keywords

Business Analysis
Solution and Functional Architecture
Data Analytics
Ignio AIOps
SQL
PL/SQL
T-SQL
Query Optimization
Data Modeling
Gap Analysis
MS Visio
Data Warehousing
ETL
Source-to-Target Mapping
Data Profiling
Legacy System Analysis
Data Governance
Data Quality
L2/L3 Data Models
Surrogate Keys
Reference Data
Business Transformation Rules
Sybase PowerDesigner
Amazon AWS
Banking Data
Customer Data
Account Data
Transaction Data
Data Pipelines
Technical Documentation

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