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Temporary Azure Data Factory Jobs in Toronto, ON

Data Platform Analyst (Azure)

Markham, ON · On-site

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Advanced proficiency in Azure Data Factory, Azure Data Lake, Azure SQL Database, and Azure Synapse Analytics. * Integration experience with ERP data systems, flat files, APIs or hybrid cloud ...

... and Azure Data Factory (including stored procedures, views used by BI teams, and Parquet files in Azure Data Lake Storage (ADLS)) to modernized Databricks-based solutions leveraging Delta Lake and ...

The ideal candidate brings deep hands-on experience with Databricks, PySpark, advanced SQL, Azure Data Factory (ADF), Azure Data Lake Storage (ADLS), Delta Lake, Delta Live Tables (DLT), and Change ...

The ideal candidate brings deep hands-on experience with Databricks, PySpark, advanced SQL, Azure Data Factory (ADF), Azure Data Lake Storage (ADLS), Delta Lake, Delta Live Tables (DLT), and Change ...

The ideal candidate brings deep hands-on experience with Databricks, PySpark, advanced SQL, Azure Data Factory (ADF), Azure Data Lake Storage (ADLS), Delta Lake, Delta Live Tables (DLT), and Change ...

25-167 Data Engineer

Oshawa, ON · Hybrid

$75 - $95/hr

We are looking for strong hands on Data Engineering skillset focused heavily on Azure Data Factory and Databricks (use of PySpark and SparkSQL). Build and productionize modular and scalable data ELT ...

Azure Data Factory, Azure Data Lake, Azure SOL Databases, Azure Data Warehouse, Azure Synapse Analytics Services, Azure Databricks, Collibra, and Power Bl. Work within the agile SCRUM work management ...

25-199 - Data Engineer

Oshawa, ON · Remote

$85 - $95/hr

Azure Data Factory, Azure Data Lake, Azure SQL Databases, Azure Data Warehouse, Azure Synapse Analytics Services, Azure Databricks, Microsoft Purview, and Power BI. Work within the agile SCRUM work ...

Data Designer I

Toronto, ON · On-site

CA$69K - CA$82K/yr

  • Medical

  • Retirement

  • PTO

Experience with Azure SQL Data Warehouse, Azure Data Factory, and other Azure data services. * ETL Processes: Expertise in designing and implementing ETL processes to extract, transform, and load ...

Design, develop, and optimize ETL/ELT pipelines using Azure Data Factory, SQL Server Integration Services (SSIS), and BigQuery. * Build and maintain data workflows across Azure Synapse Analytics ...

Senior Data Engineer

Mississauga, ON

CA$130K - CA$140K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

Develop and optimize ETL/ELT pipelines using modern data integration solutions like Azure Data Factory to integrate complex data sources, ensuring accuracy, reliability, and performance. * Ensure ...

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Temporary Azure Data Factory information

What are the key skills and qualifications needed to thrive as a temporary Azure Data Factory specialist, and why are they important?

To thrive as a Temporary Azure Data Factory specialist, you need expertise in data integration, ETL processes, and proficiency with cloud-based data platforms, typically supported by experience in SQL and a background in computer science or related fields. Familiarity with Azure Data Factory, Azure SQL Database, Data Lake, and certifications like Microsoft Certified: Azure Data Engineer Associate are highly beneficial. Strong problem-solving, analytical thinking, and communication skills help you design efficient data pipelines and collaborate with diverse teams. These qualifications ensure reliable, scalable data solutions that meet organizational needs within tight project timelines.

What is the difference between Temporary Azure Data Factory vs Data Engineer?

AspectTemporary Azure Data FactoryData Engineer
CredentialsAzure certifications, data integration skillsData engineering certifications, SQL, cloud platform knowledge
Work EnvironmentCloud-based, project-specific, short-termLong-term, team-based, often on-premises or cloud
Employer & IndustryTech companies, consulting firms, project-based rolesLarge enterprises, finance, healthcare, ongoing data infrastructure

Temporary Azure Data Factory roles focus on short-term data integration projects using cloud tools, requiring specific Azure certifications. Data Engineers have broader responsibilities, building and maintaining data pipelines long-term, with more extensive technical skills. Both roles are vital in data management but differ mainly in scope and duration.

What are the typical challenges faced by professionals in a temporary Azure Data Factory role, and how can they be addressed?

Professionals in a Temporary Azure Data Factory role often face challenges such as quickly understanding existing data pipelines, integrating with legacy systems, and ensuring data security within tight project deadlines. Adapting to varying documentation standards and collaborating efficiently with cross-functional teams are also common hurdles. Success in this role often comes from leveraging strong communication skills, proactively seeking clarification from stakeholders, and maintaining a structured approach to troubleshooting and documentation. Familiarity with Azure's best practices and automation can help streamline onboarding and project delivery.

What is a temporary Azure Data Factory role?

Temporary Azure Data Factory roles refer to short-term positions where professionals are hired to design, implement, and manage data integration workflows using Microsoft Azure Data Factory. These roles often involve tasks such as building ETL pipelines, migrating data to the cloud, and ensuring the smooth flow of data between sources and destinations. Temporary roles are typically project-based or to cover peak workloads, providing organizations with specialized expertise for a limited duration.

What are the most commonly searched types of Azure Data Factory jobs in Toronto, ON?

The most popular types of Azure Data Factory jobs in Toronto, ON are:

What are popular job titles related to Temporary Azure Data Factory jobs in Toronto, ON?

For Temporary Azure Data Factory jobs in Toronto, ON, the most frequently searched job titles are:

What job categories do people searching Temporary Azure Data Factory jobs in Toronto, ON look for?

The top searched job categories for Temporary Azure Data Factory jobs in Toronto, ON are:

Infographic showing various Temporary Azure Data Factory job openings in Toronto, ON as of June 2026, with employment types broken down into 1% As Needed, 95% Full Time, 1% Part Time, and 3% Contract. Highlights an 95% Physical, 3% Hybrid, and 2% Remote job distribution.

Lead Developer with Azure Data Factory and ETL

Scotiabank

Toronto, ON

Full-time

Retirement, PTO

Re-posted 5 days ago


Job description

Requisition ID: 266162 
Join a purpose driven winning team, committed to results, in an inclusive and high-performing culture.

The Team

Global Operations Technology - Fraud, Collections & System Reliability Office provides solutions and support to the retail Collections business operations in Canada, LATAM and Caribbean countries. We support mission critical applications and technology processes across the global landscape of the bank to help our business partners provide customer service excellence with regards to the collection of delinquent payments.

The Role

A key technical contributor to the Cloud migration journey for Global Collections. Designs and develops ETL processes on pipelines using Azure Data Factory/Azure SQL Managed Instance platforms. Refines processes and pipelines for code and infrastructure delivery, ensuring protection of sensitive Bank data as it relates to Collections data processing,

Provides Azure ETL processing on-call support for Canada Collections.

Is this role right for you? In this role, you will:

  • Develop new solutions and improve existing technology capabilities to ensure Collections data processing activities are executed in accordance with business requirements
  • Provide L1/L2/L3 support for ETL processes built on SSIS, DataStage and PLSQL
  • Provide Cloud technology support to Collections, including new and existing portfolios, ad hoc queries, and assisting with the design and implementation of systems enhancements
  • Work with Infrastructure teams to co-ordinate infrastructure/environment related upgrades, patches and migration activities
  • Resolve highly complex, multi-faceted problems to meet Collections business needs, providing recommendations on design, methodologies and system solutions
  • Co-ordinate and follow up with various other different teams, vendors and third party for issue resolution
  • Liaise with appropriate teams Bank wide to fix data quality issues
  • Provide input to the continuous improvement of processes and adopting latest technologies and methodologies
  • Ensure the documentation of issues, solutions, root cause and findings for use in future problem resolutions
  • Understand how the Bank's risk appetite and risk culture should be considered in day-to-day activities and decisions
  • Champions a customer focused culture to deepen client relationships and leverage broader Bank relationships, systems and knowledge
  • Champions a high-performance environment and contributes to an inclusive work environment.
  • Actively pursues effective and efficient operations of his/her respective areas in accordance with Scotiabank's Values, its Code of Conduct and the Global Sales Principles, while ensuring the adequacy, adherence to and effectiveness of day-to-day business controls to meet obligations with respect to operational, compliance, AML/ATF/sanctions and conduct risk

What You Will Bring to Succeed

  • Hands on experience on Azure Data Factory/Synapse ETL pipelines creation from scratch and troubleshooting cloud configuration issues
  • Strong SQL Server development experience including (but not limited to) designing efficient stored procedure-based dataflows, building DB objects such as tables, indexes, partitions
  • Strong knowledge on SQL code optimization techniques, leveraging tools such as SQL execution plans
  • Strong fundamentals of security and IAM on Azure Cloud
  • Solid practical understanding of Active Directory, Service principles, Secrets, Private End Points, Azure Key Vault
  • Experience developing CI/CD pipelines on Azure DevOps for deployment of Azure Data Factory/SQL Ml code base to higher environments (UAT/PROD)
  • Development techniques, such as debugging, testing, coding, use of version control tools like TFS
  • 2 years Azure Data Factory pipeline development experience (highly desirable)
  • Performance tuning skills are considered to be an asset
  • DevOps process oriented
  • Experience in Linux SSH Scripting
  • Experience in .NET Core Development (C#, ASP)
  • Practical experience of technology integrations, using best practice methods to establish secure connectivity (i.e. APIs/Microservices) for data exchange
  • Support/integration experience with SaaS solutions and vendor driven technology
  • Basic knowledge of Jira and Confluence
  • Excellent analytical, problem solving and trouble shooting skills in order to quickly and effectively resolve problems in a demanding environment
  • Strong communication skills (written and verbal) related to technology solutions, project deliverables and on-going communication

What's in it for you?

 

  • We are strategic technology partners dedicated to transforming the way our global workforce operates.
  • Our inclusive and collaborative work environment fosters creativity, curiosity, and celebrates achievements.
  • You will have the opportunity to collaborate with and learn from diverse industry leaders who have experience at top technology companies worldwide.
  • We cultivate a culture of innovation and continuous learning.
  • We prioritize the well-being of our employees, empowering them to design their work processes to achieve outstanding results.
  • We offer a competitive total rewards package, which includes a performance bonus, company matching programs (for pension and profit sharing), and generous vacation benefits.

#LI-Hybrid

Location(s):  Canada : Ontario : Toronto 
Scotiabank is a leading bank in the Americas. Guided by our purpose: "for every future", we help our customers, their families and their communities achieve success through a broad range of advice, products and services, including personal and commercial banking, wealth management and private banking, corporate and investment banking, and capital markets.  
At Scotiabank, we value the unique skills and experiences each individual brings to the Bank, and are committed to creating and maintaining an inclusive and accessible environment for everyone. If you require accommodation (including, but not limited to, an accessible interview site, alternate format documents, ASL Interpreter, or Assistive Technology) during the recruitment and selection process, please let our  Recruitment team know. If you require technical assistance, please click here. Candidates must apply directly online to be considered for this role. We thank all applicants for their interest in a career at Scotiabank; however, only those candidates who are selected for an interview will be contacted.