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Added 3 months ago
K
Senior Business Analyst
Klick
Toronto, Ontario
- Full-time
The Business Analyst, Omnichannel Enablement supports data-driven healthcare marketing initiatives by translating client and stakeholder needs into clear requirements, solution plans, and…
Added 1 month ago
(2027 Bachelor's/Master's graduates) Cyber & Forensic Technology Consulting Analyst/Associate
Charles River Associates
Toronto, ON
Identify, research, and organize information to determine what a hacker did to a compromised system, whether data was stolen from a company asset, or what data to assess and provide in a…
Added 1 month ago
JI
Product Owner – Accounting (1-Year Contract) | Responsable Produit – Comptabilité (Contrat d'un an)
Jesta I.S.
Montreal, QC
- Full-time
Understanding of enterprise system integrations, data mapping, and information exchange between ERP, Accounting, Merchandising, Warehouse Management, and other business applications.
Added 3 months ago
RE
Systems Performance Analyst II
Recurrent Energy
Guelph, Ontario
- Full-time
In line with our current growth, Recurrent Energy is looking for a system performance analyst (level II) to assist in the in-depth analysis of performance data from solar photovoltaic and…
Added 3 months ago
CC
Business Systems Analyst
CareRx Corporation
Toronto, Ontario · Ontario
- Full-time
The Business Systems Analyst – as a core member of the Pharmacy Applications team, this position is an integral part that focuses on driving company-wide IT application and data initiatives…
Added 3 months ago
SAP Analyst - FI/CO & SD
Polytainers Inc
Toronto, Ontario
…industries across North America. We combine advanced manufacturing technology with a strong commitment to quality, safety, and…
Added 1 month ago
C
Specialist Functional Analyst SAP HCM
CPKC
Calgary, AB
- Full-time
Join CPKC’s technology team and play a key role in transforming how HR services are delivered across the organization. The Specialist Functional Analyst, SAP HCM is responsible for…
Added 1 month ago
A
Senior Feeder Piping Analyst/Engineer
AtkinsRéalis
Mississauga, ON
- Full-time
Candu Energy Inc. (AtkinsRéalis company) is currently looking for experienced Senior Feeder Piping Analyst/Engineer to join our engineering team. The work is in support of Life Extension…
Added 1 month ago
A
Senior Feeder Piping Analyst/Engineer
AtkinsRéalis
Mississauga, ON
- Full-time
Candu Energy Inc. (AtkinsRéalis company) is currently looking for experienced Senior Feeder Piping Analyst/Engineer to join our engineering team. The work is in support of Life Extension…
Added 1 month ago
FH
Data Analyst, CAADSI
Fraser Health
Surrey, BC
- Full-time
The Data Analyst provides leadership and analytics support to the CAADSI department. Applying expert knowledge, the Data Analyst performs business intelligence (BI), data extraction, data…
Added 1 month ago
A
Senior Feeder Piping Analyst/Engineer
AtkinsRéalis
Mississauga, ON
- Full-time
Candu Energy Inc. (AtkinsRéalis company) is currently looking for experienced Senior Feeder Piping Analyst/Engineer to join our engineering team. The work is in support of Life Extension…
Added 1 month ago
Financial Systems Analyst
Spearhead
Nelson, BC
The Financial Systems Analyst combines manufacturing cost accounting, financial analysis, business intelligence, data analytics, and system implementation. The role is responsible for…
Added 3 months ago
JA
Business Analyst (DataBricks/DataLake)
Jay Analytix
Toronto, Ontario
- Contract
We are seeking an experienced Business Analyst with strong hands-on exposure to Databricks and modern Data Lake / Lakehouse platforms to join our Toronto-based team. In this role, you will…
Added 1 month ago
JR
Retail Business Systems Analyst
JRoss Retail Recruiters
Toronto, ON
- Full-time
A leading North American multi-brand retailer is seeking a Retail Business Systems Analyst to support the continued evolution of its Finance and Sales Audit systems, processes, reporting,…
Added 1 month ago
FH
Analyst, OH&S Systems & Services
Fraser Health
Surrey, BC
- Full-time
Reporting to a Leader, within the People Health, Well-being & Safety portfolio, the Analyst, OH&S Systems and Services, provides support to the Client Partner, Project Lead and Leader in…
Added 1 month ago
Compliance Analyst
Government of Alberta
Edmonton, AB
Reporting to the Manager, Data Analytics & Monitoring, the Compliance Analyst is responsible for extracting and analyzing Primary and Preventative Health Services Fee-for-Service claims…
Added 6 months ago
CC
Information Security Analyst
CAA Club Group
Vaughan, Ontario
- Full-time
Conduct regular monitoring and analysis of network traffic, system logs, and security alerts to identify potential threats and vulnerabilities in real-time.
Added 3 months ago
D&
Solutions Analyst, Sales Operations
Day & Ross
Brampton, Ontario
- Full-time
The Solutions Analyst – Customer Solutions will be responsible for supporting the implementation of process and technology changes with key partners. It is critical that the incumbent have…
Added 3 months ago
ERP NetSuite Functional Analyst
GURUS Solutions
Montreal, Quebec
As an ERP Functional Analyst, you are the strategic and technical bridge between our clients' operational realities and the power of cloud technology. Possessing a strong client-facing…
Added 3 months ago
LG
Application Support Analyst
LaPrairie Group
Alberta · Calgary, Alberta
- Full-time
Diploma or Degree in Information Technology, Computer Science, Business Administration, or a related field, or equivalent experience.
Added 1 month ago
P
Trading Systems Analyst
Pinnacle
Toronto, ON · North York, ON
- Full-time
Bachelor’s Degree or Diploma in Computer Science, Information Technology, Economics, or a related field.
Added 1 month ago
MO
Quality Assurance Analyst
Meridian OneCap Credit Corp.
Toronto, ON
- $52,000 to $78,000 CAD / year
- Full-time
The Quality Assurance (QA) Analyst is responsible for ensuring the quality, reliability, and performance of software applications and technology solutions through comprehensive testing and…
Added 1 month ago
IR
Account Executive - Vendor Services
Info-Tech Research Group
London, ON · Toronto, ON
- Full-time
Manage a book of Info-Tech/Vendor Services members who are all technology/software providers.
Added 1 month ago
E
Indigenous Employment Program - Various Positions - Canada
Enbridge
Calgary, AB · Edmonton, AB · Fort McMurray, AB · Fort St. John, BC · Savona, BC · Chatham-Kent, ON · Toronto, ON · Montreal, QC · Regina, SK
- Full-time
Business: Human Resources, Information Technology, Contracting and Procurement, Administrative Professionals
Added 1 month ago
GU
Programmer
Georgetown University
St. Mary's, NL · St Marys, NL
- Full-time
…research fellow will work with Transformed Medicaid Statistical Information System (TAF) data and will help the team advance the research goals of an existing R01 grant. This is a…

Jay Analytix

Business Analyst (DataBricks/DataLake)

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
Posting language: English
Posted: Jul 13, 2026

Original job description

Business Analyst – Databricks & Data Lake

Location: Toronto, ON (Hybrid – 3 days onsite per week) Experience: Minimum 8+ years Employment Type: Full-Time / Contract (as applicable)

About the Role

We are seeking an experienced Business Analyst with strong hands-on exposure to Databricks and modern Data Lake / Lakehouse platforms to join our Toronto-based team. In this role, you will act as the bridge between business stakeholders and data engineering teams - gathering requirements, defining data mappings and transformation logic, and driving the delivery of large-scale data platform and migration initiatives. The ideal candidate combines deep business analysis fundamentals with practical knowledge of cloud data ecosystems.

Key Responsibilities

Elicit, document, and manage business and data requirements for data lake, lakehouse, and analytics initiatives, translating them into functional and technical specifications
Work closely with data engineers, architects, and platform teams to define source-to-target mappings, data transformation rules, and data quality requirements
Support the design and delivery of solutions on Databricks (Delta Lake, notebooks, workflows, Unity Catalog) and cloud data lake platforms (Azure Data Lake Storage, AWS S3, or GCP)
Analyze and profile source system data to assess quality, completeness, and fitness for migration or integration
Define and document data lineage, business glossaries, and metadata to support data governance initiatives
Develop and execute test plans, including UAT coordination, data validation, and reconciliation between legacy and target platforms
Create process flows, user stories, use cases, and acceptance criteria within Agile delivery frameworks
Facilitate workshops and requirement sessions with business users, product owners, and technical teams
Support prioritization and backlog management with product owners; track requirements through to delivery
Produce clear documentation and communicate findings, risks, and recommendations to both technical and non-technical stakeholders

Required Qualifications

8+ years of experience as a Business Analyst, with significant time spent on data-focused projects (data platforms, data warehousing, migrations, analytics)
Hands-on experience with Databricks - working with notebooks, Delta Lake tables, and understanding of Lakehouse architecture concepts
Strong understanding of Data Lake concepts and cloud data platforms (Azure preferred; AWS or GCP also considered) - data ingestion, storage layers (raw/curated/consumption), and data pipelines
Proficiency in SQL for data profiling, analysis, and validation; ability to read/interpret PySpark or Python code an asset
Experience creating source-to-target mapping documents, data dictionaries, and transformation specifications
Solid grasp of data governance, data quality, and metadata management practices
Experience with Agile methodologies and tools (Jira, Confluence, Azure DevOps)
Strong analytical, problem-solving, and critical-thinking skills with high attention to detail
Excellent communication, facilitation, and stakeholder management skills across business and technical audiences
Bachelor's degree in Business, Computer Science, Information Systems, or a related field

Nice to Have

Experience in financial services, banking, or insurance data environments
Familiarity with data modeling concepts (dimensional modeling, medallion architecture)
Exposure to BI and analytics tools (Power BI, Tableau) and how they consume lakehouse data
Knowledge of ETL/ELT tools (Azure Data Factory, Informatica, dbt)
Understanding of data privacy and regulatory requirements (PIPEDA, GDPR) as they relate to enterprise data
Certifications such as CBAP, PMI-PBA, Azure Data Fundamentals (DP-900), or Databricks Lakehouse Fundamentals

Why Join Us

Contribute to high-visibility data modernization initiatives on a leading Lakehouse platform
Hybrid work model based in downtown Toronto
Collaborative environment working alongside data engineering, governance, and business teams
Competitive compensation and benefits package

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More about this job

Responsibilities

Act as the bridge between business stakeholders and data engineering teams to gather requirements and define data transformation logic. Drive the delivery of large-scale data platform migrations and analytics initiatives using Databricks and cloud data lakes.

Requirements

Requires over 8 years of experience as a Business Analyst with deep expertise in Databricks, SQL, and cloud data platforms. A bachelor's degree in a technical or business field and proficiency in Agile methodologies are required.

Skills

Databricks
Data Lake
SQL
PySpark
Source-to-Target Mapping
Agile
Data Governance
Data Profiling
UAT Coordination
Stakeholder Management
Lakehouse Architecture
Delta Lake
Unity Catalog
Jira
Confluence
Azure DevOps

Benefits

Competitive Compensation
Benefits Package

Visa sponsorship

Not detected in the job text

Keywords

Databricks
Data Lake
Lakehouse
Delta Lake
Unity Catalog
Azure Data Lake Storage
AWS S3
GCP
SQL
PySpark
Python
Source-to-Target Mapping
Data Governance
Metadata Management
Agile
Jira
Confluence
Azure DevOps
Financial Services
Banking
Insurance
Dimensional Modeling
Medallion Architecture
Power BI
Tableau
Azure Data Factory
Informatica
dbt
PIPEDA
GDPR

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