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Added 3 mins ago
R
Software Developer
Raise
Calgary, AB
- Full-time
Cloud Certifications: Google Cloud Associate Cloud Engineer / Professional Cloud Developer, AWS Certified Developer – Associate, or Microsoft Certified: Azure Developer Associate.
Added 3 mins ago
PI
Senior Software Engineer, Accounts
PENN Interactive
Canada
- Full-time
Experience with asynchronous event handling infrastructure (Apache Kafka, RabbitMQ, AWS SQS/SNS, Google Cloud Pub/Sub)
Added 3 mins ago
SC
Ingénieur Automatisation Électronique & DevOps (Senior)
SII Canada
Montreal, QC
- Full-time
Accompagner les départements d’ingénierie dans la migration de leurs outils vers le nuage, notamment avec AWS, Azure et Databricks.
Added 3 mins ago
A
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
JG
Data Scientist
J&M Group
Vancouver, BC
- Full-time
Experience with cloud services such as AWS, Azure, or equivalent
Added 18 mins ago
L
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 33 mins ago
CP
Senior Manager, Cybersecurity Operations & Vulnerability Management
CAAT Pension Plan
Toronto, ON · Head Office
- Full-time
Strong cloud security knowledge across Azure and AWS environments, including IAM, workload protection, cloud monitoring, and securing CI/CD pipelines.
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
Added 33 mins ago
R
Lead Full Stack Engineer
RBC
Toronto, ON
- Full-time
Implement cloud-native architectures and deployment strategies on Azure or AWS.
Added 48 mins ago
T
Data Engineer Intern/Co-op (Winter 2027)
TD
Toronto, ON
- Full-time
Familiarity with Cloud technology (Azure, AWS, GCP)
Added 48 mins ago
CC
Core Software Developer
Circle Cardiovascular Imaging
Calgary, AB
- Full-time
The Software Developer is responsible for the development of the next generation cardiovascular post-processing software and the maintenance of our existing revenue-driving products. The…
Added 1 hour ago
FG
Software Developer | Banking & Capital Markets
FDM Group
Toronto, ON
- Contract
FDM is seeking a Experienced Software Developer located in Toronto to support a project in the Banking & Capital Markets sector. Involvement in this project is anticipated to last initially…
Added 1 hour ago
T
Production Support Analyst Akamai
TechDoQuest
Toronto, ON
- Contract
…Cloudlets, WAF tuning, NGINX/Apache reverse proxying, and basic AWS/Azure gateway…
Added 1 hour ago
S
DevOps Engineer (Services Team)
StackAdapt
Canada
- Full-time
Operate and improve the infrastructure platforms the team owns, including observability, services hosting on AWS ECS, and workflow orchestration services used across engineering.
Added 1 hour ago
B
Senior Analyst, Data Analytics & Automation Solutions
BMO
Toronto, ON · FCP
- Full-time
…leveraging tools such as Power Automate, Power Apps, Copilot, and AWS AI capabilities. Identifies trends and patterns to address identified business questions and provide insights through…
Added 1 hour ago
RU
Senior Data Engineer
RSM US LLP
Calgary, AB · Toronto, ON
- Full-time
Proven experience with major cloud platforms such as Microsoft Azure, AWS or GCP
Added 1 hour ago
AI
Java Developer
Apptoza Inc.
Mississauga, ON
- Full-time
Added 1 hour ago
ZS
RPA Platform Engineer
Zodiac Solutions, Inc
Toronto, ON
- Full-time
The Senior Platform Engineer develops, maintains, and manages Automation platform on premise, AWS cloud and vendor SaaS to enable automation across the bank and core operations enabling the…
Added 1 hour ago
XE
Senior Technical Support Specialist
XR Extreme Reach
Toronto, ON
- Full-time
Added 1 hour ago
SL
Senior Data Scientist
Sun Life
Toronto, ON · Waterloo, ON · Sun Life Toronto One York
- Full-time
Added 1 hour ago
SL
Senior Data Engineer
Sun Life
Toronto, ON · Waterloo, ON · Sun Life Toronto One York
- Full-time
· Cloud Tools – Exp with cloud data warehouses, data pipelines, and ETL tools; AWS preferred
Added 2 hours ago
TI
Full Stack Developers
Teckhorizon Inc
Toronto, ON
- Contract
…to subscription-driven event processing using Java, Node.js, AWS Lambda, React, SMART on FHIR, and NextGen Connect…
Added 2 hours ago
AI
BSA TSB
Apptoza Inc.
Toronto, ON
- Contract
Knowledge of cloud technologies such as Amazon AWS.
Added 2 hours ago
VS
Java AWS Developer|| CALGARY, CN (Onsite)
Verito Solutions Inc
Calgary, AB
- Contract
The Intermediate AWS Developer supports the delivery of cloud‑native and serverless solutions within enterprise client environments. This role contributes to consulting engagements by…
Added 2 hours ago
MF
Director Investment Research
Mackenzie Financial Corporation
Toronto, ON · Greater Toronto Area, ON
- Other
Technical depth across cloud architecture (AWS or similar), data engineering, APIs, Python and SQL, enough to guide design decisions and review the team's work

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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