Jobs in Canada

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Added 12 days ago
T
Wind Technician, Cap-Chat
TransAlta
Cap-Chat, QC
- Full-time
Un permis de conduire valide est requis
Added 12 days ago
WB
Advanced Lift Mechanic
Whistler Blackcomb
Whistler, BC
- Temporary
The ability to comprehend and troubleshoot mechanical systems.
Added 12 days ago
OT
Junior Instrumentation Technician
Ontario Transit Group - Ontario Line - Southern Civil, Stations & Tunnel
Toronto, ON
- Full-time
…professionals to develop technical expertise in instrumentation systems, monitoring technologies, data management, and construction project support while working in a dynamic,…
Added 12 days ago
D
Senior Mechanical Engineer
DIALOG
Calgary, AB
- $115,000 to $130,000 CAD / year
- Full-time
Develop and maintain high quality Revit models and engineering drawings for HVAC, plumbing and drainage, and fire protection systems
Added 12 days ago
A
Software Development Manager, Books Discovery
Amazon
Toronto, ON
- Full-time
If you love books, are a strong engineering leader, and you're excited to navigate ambiguous spaces to identify new opportunities, we'd love to hear from you.
Added 12 days ago
Advanced Process Control Specialist / Engineer
Spartan Controls Ltd.
Calgary, AB · Edmonton, AB
Willing to travel; valid Class 5 driver license required
Added 12 days ago
A
Technology - Senior Engineer/Engineer, Cybersecurity
Aritzia
Vancouver, BC
- Full-time
…opportunity to be part of the team responsible for designing, engineering, and enabling secure technology solutions that protect Aritzia’s systems and data, reduce cybersecurity risk, and…
Added 12 days ago
SC
Senior Developer
SAP Careers
Montreal, QC
- $108,100 to $222,800 CAD / year
- Full-time
We are looking for a dynamic and motivated Senior Software Developer who embrace AI-assisted software development as part of their everyday engineering practice to join our engineering…
Added 12 days ago
RE
Telecom Technologist
Rising Edge Group
Calgary, AB
- Full-time
…to design, build, and maintain the critical infrastructure systems communities and industries rely…
Added 12 days ago
GE
Operations Manager
GFL Environmental Inc.
Surrey, BC
- Full-time
Post-secondary education in Science, Engineering, or a recognized Trade Credential (preferred).
Added 12 days ago
EG
Geotechnical Project Manager
Egis Group
Toronto, ON
- $110,000 to $150,000 CAD / year
- Full-time
Extensive experience in foundation engineering and foundation design for major infrastructure projects, including airport, bridge, transportation, and rail transit systems in Ontario.
Added 12 days ago
ST
Powertrain Design Release Engineer (Engine & Propulsion Systems)
SEGULA Technologies
Windsor, ON
- Full-time
This position requires frequent travel to the USA; candidates must hold Canadian citizenship or have the ability to work in the USA
Added 12 days ago
AS
Mobile Developer (React Native)
Apex Systems
Toronto, ON
- $60 to $70 CAD / hour
- Full-time
Must Have skills:
Added 12 days ago
T
Electrical, Instrumentation & Controls Engineer
TransAlta
Hanna, AB
- Full-time
TransAlta is seeking a talented and experienced Electrical, Instrumentation and Controls Engineer to join our engineering team.
Added 12 days ago
GS
Ingénieur Automatisation Électronique & DevOps (Senior)
Groupe SII
Montreal, QC
- Full-time
Our client is a major player in the global space industry, recognized for its expertise in robotics, satellite systems, and geospatial intelligence. With several decades of experience and…
Added 12 days ago
GS
Chef de Projet Electronique (Senior)
Groupe SII
Montreal, QC
- Full-time
The role is part of a high-technology engineering environment related to satellite systems. The successful candidate will need to quickly understand the technical context of the projects,…
Added 12 days ago
HA
Senior Engineer – Airworthiness & Certification
Horizon Aircraft
Kawartha Lakes, ON · Lindsay, ON
- Full-time
Track powered-lift and VTOL rulemaking and assess its technical impact on assigned systems
Added 12 days ago
HA
Capability Development Analyst (Engineer)
Horizon Aircraft
Kawartha Lakes, ON · Lindsay, ON
- Full-time
Our team is onsite at our facility, as a group, a minimum of two days per week
Added 12 days ago
M
IAM RBAC Business Solution Analyst Lead
Marsh
Toronto, ON
- Full-time
Experience with role mining, role modeling, entitlement rationalization, business role engineering, access analysis, or authorization design.
Added 12 days ago
AS
Databricks Data Engineer
Apex Systems
Toronto, ON
- $50 to $55 CAD / hour
- Full-time
Apex Systems is seeking a Databricks Data Engineer in Toronto, ON to support a large-scale data migration and centralization initiative into an enterprise Databricks data hub. This Engineer…
Added 12 days ago
S
Global Methods Engineer - Machining
Safran
Mirabel, QC
- Full-time
Day shift, Monday to Friday, 38 hours per week
Added 12 days ago
RE
Telecom Technologist
Rising Edge Group
Calgary, AB
- Full-time
…to design, build, and maintain the critical infrastructure systems communities and industries rely…
Added 12 days ago
Housekeeping Supervisor
Northland Properties
Vancouver, BC
Coordinate with internal departments (engineering & front desk) as required to create/
Added 12 days ago
X
Software Engineer Co-op
Xradar
Burnaby, BC
- Full-time
Current enrollment in Computer Science, Computer Engineering, Electrical Engineering, or a related program, with eligibility for a co-op work term.
Added 12 days ago
CC
Assistant Project Manager
CGI Constructors
Mississauga, ON
- Full-time
CGI Constructors does not use artificial intelligence (AI), automated decision-making systems, or algorithmic tools in any stage of its hiring, recruiting, or candidate evaluation process.

Apex Systems

Databricks Data Engineer

Toronto, ON, Canada

$50 to $55 CAD / hour · Full-time

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Job details

Pay: $50 to $55 CAD / hour
Job type: Full-time
Apply by: Nov 27, 2026
Posting language: English
Posted: Oct 28, 2026

Original job description

Job#: 3057559

Job Description:

Databricks Data Engineer

Overview:

Apex Systems is seeking a Databricks Data Engineer in Toronto, ON to support a large-scale data migration and centralization initiative into an enterprise Databricks data hub. This Engineer will focus on building data pipelines, ingesting and transforming data from multiple source systems, and developing Bronze/Silver/Gold layers within a medallion architecture, while also supporting the migration of existing workloads from Hive Metastore to Unity Catalog.

A successful candidate will bring strong hands-on Databricks data engineering experience, including SQL, Python/PySpark, data migration and ETL development, with experience working in Azure Data Factory and Unity Catalog environments.

Responsibilities:

Design, develop, enhance, and maintain data pipelines within the Databricks platform.
Build and support data processing across Bronze, Silver, and Gold layers following medallion architecture practices.
Support the migration of existing jobs and workloads from Hive Metastore to Unity Catalog.
Ingest, transform, and migrate data from multiple enterprise sources, including Db2, SQL Server, structured data feeds, card networks, and file-based sources.
Develop data transformations using SQL, Python, and PySpark.
Build curated datasets, materialized/metric views, and downstream data feeds to support data consumers.
Support Azure Data Factory (ADF) pipelines and integrations as needed as part of the broader data migration environment.
Troubleshoot pipeline failures, data issues, transformation logic, and other technical problems encountered during migration.
Assist with transitioning users and workloads into the Unity Catalog environment, including supporting appropriate data access.
Partner with the team’s Data Architect, who will own the underlying data modeling and architecture decisions.
Collaborate with downstream teams responsible for BI and data consumption while remaining primarily focused on data engineering and migration.
Participate in the assessment and migration of existing workloads as the team identifies current jobs, users, dependencies, and data that must transition to the new environment.

Requirements:

Strong hands-on experience working as a Databricks Data Engineer or in a comparable data engineering role.
Strong experience designing, developing, and maintaining ETL/ELT and data ingestion pipelines.
Hands-on experience building data pipelines using a Bronze/Silver/Gold medallion architecture.
Strong development skills with SQL.
Hands-on development experience with Python and PySpark.
Experience migrating and transforming data from relational and/or file-based source systems.
Hands-on experience with Azure Data Factory (ADF) for data movement, integration, and/or pipeline orchestration.
Experience working with SQL Server or similar relational database technologies as upstream data sources.
Understanding of Databricks tables, objects, and data engineering workflows.
Strong troubleshooting and problem-solving skills, particularly around real-world data migration and ETL scenarios.
Ability to work effectively within a larger engineering environment where architecture, data engineering, ADF, and BI responsibilities may be distributed across different teams.

Nice to Have:

Hands-on experience with Databricks Unity Catalog, including working with Unity Catalog objects, tables, and access controls.
Previous experience migrating workloads from Hive Metastore to Unity Catalog.
Experience with DB2 or other legacy/enterprise data sources.
Experience within highly regulated environments where data governance, security, and retention requirements are important.
Databricks certifications, such as Databricks Certified Data Engineer or Databricks Certified Developer for Apache Spark.

Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRateds Best of Staffing® in Talent Satisfaction in the United States and Great Place to Work® in the United Kingdom and Mexico.

Everforth Apex Benefits Overview: In terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA.

© 2026 Everforth, Inc. All rights reserved.

Everforth Apex Systems is part of the Commercial Segment of Everforth, Inc.

NYSE: EFOR

4400 Cox Road

Suite 200

Glen Allen, Virginia 23060

Everforth Apex is an equal opportunity employer. We do not discriminate or allow discrimination on the basis of race, color, religion, creed, sex (including pregnancy, childbirth, breastfeeding, or related medical conditions), age, sexual orientation, gender identity, national origin, ancestry, citizenship, genetic information, registered domestic partner status, marital status, disability, status as a crime victim, protected veteran status, political affiliation, union membership, or any other characteristic protected by law. Everforth Apex will consider qualified applicants with criminal histories in a manner consistent with the requirements of applicable law. If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation in using our website for a search or application, please contact our Benefits Department at [email protected] or 804-523-8228. (Do not submit resumes or solicit consultants to this email address). UnitedHealthcare creates and publishes the Transparency in Coverage Machine-Readable Files on behalf of Everforth Apex.

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More about this job

Responsibilities

Develop and maintain Databricks data pipelines, ingest and transform data from enterprise sources, and build Bronze, Silver, and Gold layers and curated datasets. Support workload migration from Hive Metastore to Unity Catalog, troubleshoot migration and data issues, and coordinate with architecture, ADF, and downstream BI teams.

Requirements

Candidates need hands-on data engineering experience with Databricks, ETL/ELT pipelines, medallion architecture, SQL, Python/PySpark, and Azure Data Factory. Experience migrating and transforming relational or file-based data, working with SQL Server or similar databases, and troubleshooting data workflows is required; Unity Catalog and Hive Metastore migration experience are preferred.

Skills

Databricks
SQL
Python
PySpark
ETL/ELT
Data Pipeline Development
Medallion Architecture
Azure Data Factory
Unity Catalog
Hive Metastore Migration
Data Ingestion
Data Transformation
SQL Server
DB2
Data Troubleshooting

Benefits

On-Demand Training
Technical and Leadership Courses
Certification Discounts

Visa sponsorship

Not detected in the job text

Keywords

Databricks
SQL
Python
PySpark
Azure Data Factory
Unity Catalog
Hive Metastore
ETL/ELT
Data Engineering
Data Pipelines
Data Ingestion
Data Migration
Data Transformation
Medallion Architecture
Bronze Layer
Silver Layer
Gold Layer
SQL Server
DB2
Relational Databases
File-Based Data Sources
Materialized Views
Metric Views
Data Governance
Data Access Controls
Apache Spark
Databricks Certified Data Engineer
Databricks Certified Developer for Apache Spark

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Work requirements

Jobs in Canada