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Added 6 mins ago
Technical Analyst, Database
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Full-time
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Added 6 mins ago
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Added 21 mins ago
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Business Analyst - EN 529
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Business Analyst 17: Salaries typically range from $84,698 to $112,931 annually, based on qualifications and experiences, plus a performance-based incentive.

Tekshapers

Business System Analyst

Toronto, ON, Canada

Job type: Full-time
Apply by: Oct 25, 2026
Experience: Business Systems Analyst (BSA) with 3-6 years of experience in data-driven transformation initiatives.
Posting language: English
Posted: Sep 25, 2026

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Original job description

Job Description

Business Systems Analyst (BSA) with 3-6 years of experience in data-driven transformation initiatives. The ideal candidate will possess strong Business Analysis capabilities combined with hands-on knowledge of 3+ years in Azure Data Factory (ADF), Azure Databricks (ADB), PySpark, and SQL. Banking and financial services experience is highly preferred.

The candidate will act as the bridge between business stakeholders, data engineering teams, and technology partners to gather requirements, perform data analysis, support data integration initiatives, and drive successful delivery of enterprise data solutions.

________________________________________

Key Responsibilities

Business Analysis & Requirements Management

Gather, analyze, and document business and functional requirements.

Conduct stakeholder workshops, requirement elicitation sessions, and impact assessments.

Prepare BRDs, FRDs, User Stories, Process Flows, Use Cases, and Acceptance Criteria.

Translate business requirements into detailed technical specifications for development teams.

Facilitate Agile ceremonies including backlog grooming, sprint planning, and UAT support.

Data Analysis & Mapping

Perform source-to-target mapping (STTM) and data lineage analysis.

Conduct data profiling, reconciliation, validation, and quality assessments using SQL.

Analyze data transformation requirements and identify gaps across source and target systems.

Support regulatory, compliance, and operational data initiatives.

Azure Data Platform Support

Collaborate with Data Engineers working on Azure Data Factory pipelines.

Support analysis of Azure Databricks workflows and PySpark transformations.

Review data ingestion, transformation, and orchestration requirements.

Assist in defining business rules and validation logic for ETL/ELT processes.

Participate in testing and validation of ADF/ADB solutions.

Stakeholder & Project Coordination

Liaise with Business, Technology, Architecture, Data Governance, and Operations teams.

Communicate project status, risks, dependencies, and remediation plans.

Support production issue investigations and root-cause analysis.

Ensure alignment with enterprise data governance and compliance standards.

Technical Skills

Strong SQL querying, data analysis, and data validation skills.

3+ years of knowledge of Azure Data Factory (ADF) and Azure Databricks (ADB).

Understanding of PySpark-based data transformation processes.

Experience with Data Mapping, Data Lineage, and Data Quality analysis.

Familiarity with Azure Data Lake, Azure SQL, and cloud-based data platforms.

Experience using JIRA, Confluence, Azure DevOps, or similar tools.

“Tekshapers is an equal opportunity employer and will consider all applications without regards to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law.”

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More about this job

Responsibilities

Gather and document business and functional requirements, translate them into technical specifications, and support Agile delivery, testing, and user acceptance. Analyze and validate data, support Azure-based data integration initiatives, coordinate across business and technology teams, and help resolve production issues while maintaining governance and compliance.

Requirements

The role seeks a Business Systems Analyst with 3–6 years of experience in data-driven transformation, including at least 3 years of knowledge of Azure Data Factory and Azure Databricks, plus familiarity with PySpark and strong SQL skills. Banking or financial services experience is highly preferred, along with experience in data mapping, lineage, quality analysis, cloud data platforms, and tools such as JIRA, Confluence, or Azure DevOps.

Skills

Business Analysis
Requirements Management
SQL
Azure Data Factory
Azure Databricks
PySpark
Data Mapping
Data Lineage
Data Quality Analysis
Data Profiling
Data Validation
ETL/ELT
Agile
Stakeholder Management
Azure Data Lake
Azure DevOps

Visa sponsorship

Not detected in the job text

Keywords

Business Systems Analyst
Business Analysis
Requirements Elicitation
User Stories
Use Cases
Acceptance Criteria
Agile
User Acceptance Testing
SQL
Azure Data Factory
Azure Databricks
PySpark
Source-to-Target Mapping
Data Lineage
Data Profiling
Data Reconciliation
Data Quality
ETL/ELT
Azure Data Lake
Azure SQL
JIRA
Confluence
Azure DevOps
Banking
Financial Services
Data Governance
Regulatory Compliance
Root-Cause Analysis

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