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Added 10 mins ago
T
TDS Operations Analyst II
TD
Toronto, ON
- Full-time
The successful candidate will be part of the Client Due Diligence team within Global Business Services & Operations. The Client Due Diligence team is committed to ensuring services provided…
Added 10 mins ago
T
Senior Market Risk Analyst (5622)
TD
Toronto, ON
- Full-time
Reporting to the Senior Manager, Market Risk, the Senior Risk Analyst’s accountabilities include:
Added 25 mins ago
C
Analyst, Global Asset Management
CIBC
Toronto, ON
- Full-time
…teams and experienced professionals, you will support research, reporting, analysis, and business initiatives that help inform investment decisions and enhance client outcomes. In this…
Added 25 mins ago
TM
Senior Regional Financial Analyst - 3+ months
The Mason Group - Strategic Search Partners
Guelph, ON
- $40 to $45 CAD / hour
- Contract
Our client is a leading consumer goods organization seeking a Senior Regional Financial Analyst to support one of its key regional business units (East, West, or Quebec). They are seeking a…
Added 40 mins ago
RB
Payment Analyst - GA
Royal Bank of Canada
Toronto, ON
- Full-time
As a Payment Analyst - GA will be reporting to the Manager, U.S. Payments Processing. In this role, you are primarily focused on providing professional, attentive service to the first point…
Added 40 mins ago
K
Senior Business Analyst
Klick
Toronto, ON
- 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 55 mins ago
K
Senior Business Analyst
Klick
Toronto, ON
- 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 55 mins ago
UC
Databricks Data Platform Engineer
Univedge Consulting LLC
Canada
- Contract
…pipelines, you will build the foundation that every data engineer, analyst, and data scientist depends on, including workspaces, compute, Unity Catalog governance, deployment pipelines, and…
Added 55 mins ago
TM
Senior Financial Analyst
The Mason Group - Strategic Search Partners
Burlington, ON
- $105,000 to $115,000 CAD / year
- Full-time
Our client is seeking a highly analytical and business-focused Senior Financial Analyst to join their Finance team. The Senior Financial Analyst is an integral part of the Corporate Finance…
Added 1 hour ago
T
IT Operations Analyst II
TD
Toronto, ON
- Full-time
…banking experience. TD is deeply committed to being a leader in client experience, that is why we believe that all colleagues, no matter where they work, are client facing. Together, we are…
Added 1 hour ago
IC
Money Market Settlements & Confirmations Analyst
Infotek Consulting Inc.
Toronto, ON
- $20 to $29 CAD / hour
- Contract
Respond to client, trader, and internal stakeholder inquiries via email, providing timely updates and effective issue resolution.
Added 1 hour ago
MP
IT Client Services Analyst
Manitoba Public Insurance
Winnipeg, MB
- Full-time
Reporting to the Supervisor, IT Request Fulfillment, the IT Client Services Analyst is responsible for providing analytical support for the implementation and maintenance of the MPI…
Added 1 hour ago
H
Anti-Money Laundering Analyst
Hays
Toronto, ON
- Contract
Gathering information for investigations, performing reviews, and providing accurate reporting and record keeping.
Added 1 hour ago
GW
Analyst, Risk Advisory
George Weston Limited
Toronto, ON
- Full-time
As the Analyst, Risk Advisory, you will work directly with our clients to aid in the scoping, planning, execution, and final delivery of our value-add engagements, liaising with a variety…
Added 1 hour ago
V
Finance Manager
Vaco
Toronto, ON
- $100,000 to $120,000 CAD / year
- Full-time
5–7+ years of progressive accounting and financial reporting experience, including experience at the Senior Financial Analyst level or above
Added 1 hour ago
SS
Business Analyst, Assistant Vice President
State Street
Toronto, ON
- Full-time
The Business Analyst , AVP has responsibility to support the Canada CEO and head of Canada Relationship Management (RM) by: building and maintaining executive reporting and presentations,…
Added 2 hours ago
PI
Part Time Behaviour Therapist (0013)
PACE Independent Living
Toronto, ON
- Part-time
The Behaviour Therapist reports to the Senior Client Services Manager, Interdisciplinary Services, and provides behavioural assessment, consultation, and intervention services to adults…
Added 2 hours ago
Financial Analyst - Team Lead
City of Edmonton
AB
…Infrastructure Services department is seeking a collaborative Financial Analyst - Team Lead to guide a dedicated team responsible for project setup and financial transaction processing. In…
Added 2 hours ago
LO
Analyst (Legal Counsel)
Library of Parliament / Bibliothèque du Parlement
Ottawa, ON
- Full-time
Reporting to the General Counsel to the Standing Joint Committee for the Scrutiny of Regulations, the Analyst (Legal Counsel) is responsible for providing legal advice to the Joint…
Added 2 hours ago
SV
Financial Analyst
Starshot Ventures
Toronto, ON
- Full-time
Lead the job costing and GL coding review within the month-end close, coordinating with the finance team to meet reporting deadlines.
Added 2 hours ago
Q
Senior GRC Analyst
Quantexa
Ottawa, ON
- $116,000 to $146,000 CAD / year
- Full-time
Quantexa is looking for an experienced Senior GRC Analyst to support our growing business. This role will be based in Toronto/Ottawa and will require travel to customer sites and other…
Added 3 hours ago
AL
Contract & Sales Analyst
Air Liquide
Calgary, AB · AB · Coquitlam, BC · Richmond, BC · Winnipeg, MB
- Full-time
Air Liquide Canada is seeking a Contract & Sales Analyst to join our team, specifically supporting the Life Sciences division with a focus on Healthcare / Medical Gases.
Added 3 hours ago
Q
Senior GRC Analyst
Quantexa
Toronto, ON
- $116,000 to $146,000 CAD / year
- Full-time
Quantexa is looking for an experienced Senior GRC Analyst to support our growing business. This role will be based in Toronto/Ottawa and will require travel to customer sites and other…
Added 3 hours ago
HA
Senior Data Analyst
HR Associates
Toronto, ON
- Temporary
We are currently recruiting an experienced Senior Data Analyst for our client in the public sector, for up to 12 months.
Added 3 hours ago
GR
Customer Success Operations Analyst
Global Relay
Vancouver, BC
- Full-time
The Customer Success Operations Analyst plays a vital role in ensuring the seamless transition of data, applications, and systems across data archiving platforms. This position requires…

Univedge Consulting LLC

Databricks Data Platform Engineer

Canada

Contract

Apply About employer

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Job details

Job type: Contract
Experience: 7+ years of experience in data engineering, data platform, or DevOps roles, including 3+ years administering and engineering Databricks in an enterprise environment
Posting language: English
Posted: Oct 30, 2026

Original job description

Role Overview

As a Senior Databricks Data Platform Engineer, you will own the engineering, automation, and day-to-day health of our enterprise Databricks Lakehouse platform. This is a platform-first role: rather than building individual business pipelines, you will build the foundation that every data engineer, analyst, and data scientist depends on, including workspaces, compute, Unity Catalog governance, deployment pipelines, and the guardrails that keep the platform secure, reliable, and cost-efficient.

You will treat the platform as a product. That means codifying infrastructure and configuration, delivering changes through fully automated CI/CD, introducing agentic AI workflows that reduce manual operational effort, and continuously driving down compute and storage cost while improving performance. You will combine deep hands-on Databricks expertise with a FinOps and DevOps mindset, and you will measure your success in platform reliability, developer productivity, and dollars saved.

This is a highly collaborative role. You will partner with data engineering, data science, security, cloud infrastructure, and finance teams to set platform standards, guide adoption of new Databricks capabilities, and mentor engineers across the organization.

About the role

Databricks Platform Engineering & Administration

Own the architecture, configuration, and lifecycle of client's Databricks environments across development, test, and production, including workspaces, account-level settings, networking, and identity integration
Administer and evolve Unity Catalog, including metastores, catalogs, schemas, external locations, storage credentials, and fine-grained access controls
Design and enforce compute strategy across all-purpose clusters, job clusters, serverless compute, SQL warehouses, instance pools, and cluster policies
Manage platform upgrades, Databricks Runtime adoption, feature previews, and deprecations with minimal disruption to consuming teams
Build reusable platform templates, starter projects, and self-service capabilities that let engineering teams onboard quickly and consistently

CI/CD & Platform Automation

Design, build, and maintain CI/CD pipelines for Databricks code and configuration using Databricks Asset Bundles, Git folders, and Azure DevOps or GitHub Actions
Codify platform infrastructure with Terraform (Databricks and cloud providers), ensuring every workspace, cluster policy, permission, and Unity Catalog object is version-controlled and reproducible
Implement automated testing, code quality gates, security scanning, and promotion workflows from development through production
Establish branching, release, and rollback standards for notebooks, jobs, Delta Live Tables / Lakeflow pipelines, and ML assets
Automate routine administration such as user and group provisioning (SCIM), secret management, token rotation, and environment drift detection

Agentic Workflows & AI-Enabled Operations

Design and deploy agentic workflows that automate platform operations, such as job failure triage, root-cause analysis, cost anomaly investigation, and remediation recommendations
Build AI agents and tools on Databricks (Mosaic AI Agent Framework, Model Serving, Vector Search) and integrate them with enterprise systems through Model Context Protocol (MCP)
Use Copilot and Anthropic models to accelerate infrastructure-as-code, pipeline development, code review, and documentation
Establish guardrails, evaluation, observability, and human-in-the-loop controls so agentic automation is safe, auditable, and trusted
Partner with data science and engineering teams to provide a governed platform foundation for GenAI, RAG, and ML workloads

Platform Cost Optimization (FinOps)

Own Databricks cost visibility and accountability using system tables (billing, usage, compute, and query history), tagging standards, and chargeback or showback reporting
Identify and deliver savings through cluster right-sizing, auto-termination, autoscaling tuning, spot and reserved capacity strategies, Photon and serverless evaluation, and workload consolidation
Enforce cost guardrails through cluster policies, budget alerts, and compute governance that prevent waste without slowing teams down
Build dashboards and automated alerts that surface cost anomalies, idle resources, and optimization opportunities to engineering and finance stakeholders
Partner with finance and procurement on DBU commitments, forecasting, and capacity planning

Storage & Performance Optimization

Define and enforce Delta Lake storage standards, including file sizing, liquid clustering, Z-ordering, partitioning strategy, and deletion vectors
Automate table maintenance using predictive optimization, OPTIMIZE, VACUUM, and retention policies to control storage growth and improve query performance
Manage cloud object storage (ADLS Gen2 / S3) layout, lifecycle and tiering policies, and data retention aligned with business and compliance requirements
Tune Spark and SQL workloads by analyzing query profiles, shuffle, skew, caching, and Photon usage to improve speed and reduce cost
Identify and remediate small-file problems, orphaned data, unused tables, and redundant copies across the Lakehouse

Governance, Security & Compliance

Implement secure-by-default platform controls, including private networking, IP access lists, encryption, secrets management, and least-privilege access
Ensure auditable data access and lineage through Unity Catalog, audit logs, and system tables, with appropriate handling of PII and regulatory requirements
Apply data classification, row- and column-level security, and data masking standards across catalogs
Partner with security and compliance teams on platform reviews, vulnerability remediation, and audit evidence

Reliability & Operational Excellence

Define platform SLOs and build monitoring, alerting, and observability for jobs, clusters, warehouses, and pipelines
Lead incident response, root-cause analysis, and post-incident improvements for platform issues, and participate in on-call rotations
Create clear runbooks, standards, and platform documentation that enable self-service and reduce support load
Continuously evaluate new Databricks and cloud capabilities and lead proofs of concept that improve the platform
Mentor engineers, run enablement sessions, and champion platform best practices across McAfee

About you

You are a hands-on platform engineer who thinks in terms of automation, reliability, and unit economics. You enjoy building the systems that make other engineers productive, you are not satisfied until a manual process is codified, and you can explain the cost and performance impact of a platform decision to both engineers and business leaders.

Required Qualifications

7+ years of experience in data engineering, data platform, or DevOps roles, including 3+ years administering and engineering Databricks in an enterprise environment
Deep expertise in Databricks platform administration, including Unity Catalog, workspace and account configuration, cluster policies, SQL warehouses, and Databricks Workflows
Proven experience building CI/CD for data platforms using Databricks Asset Bundles, Terraform, and Azure DevOps, GitHub Actions, or a similar tool
Demonstrated track record of reducing platform cost through compute right-sizing, policy enforcement, and usage analytics, with measurable results
Strong knowledge of Delta Lake internals and storage optimization, including file compaction, clustering, partitioning, and table maintenance
Strong programming skills in Python and SQL, with working knowledge of PySpark and Spark performance tuning
Hands-on experience with at least one major cloud platform (Azure, AWS, or GCP), including networking, identity, and object storage
Experience securing platforms that handle sensitive data, including PII, with attention to compliance and governance

Preferred Qualifications

Experience building agentic or GenAI workflows using Mosaic AI, LangChain, LangGraph, or similar frameworks
Practical knowledge of Model Context Protocol (MCP) to connect enterprise applications and automate platform workflows
Familiarity with Copilot and Anthropic models to enhance development speed, code quality, and documentation
Databricks certifications such as Data Engineer Professional or Platform Administrator
Experience with Databricks system tables, Lakehouse Monitoring, and building FinOps dashboards
Familiarity with Lakeflow / Delta Live Tables, Databricks SQL, Model Serving, and MLOps practices
Knowledge of containerization and orchestration technologies (Docker, Kubernetes)
Experience migrating workloads from legacy platforms (Hadoop, Snowflake, or on-premises warehouses) to Databricks

Personal Attributes

Automation-first mindset, with a habit of eliminating toil and codifying repeatable work
Cost-conscious and data-driven, consistently tying platform decisions to measurable business value
Strong ownership and accountability for platform reliability and the experience of the teams who depend on it
Excellent communication skills, with the ability to influence standards across technical and non-technical stakeholders
Proactive problem-solver with strong analytical and troubleshooting skills
Passionate about emerging technologies, especially in AI, automation, and the Lakehouse ecosystem
Committed to mentoring and knowledge-sharing that elevates the wider engineering team

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More about this job

Responsibilities

Own and operate the enterprise Databricks Lakehouse platform, including its architecture, governance, security, automation, reliability, and cost and performance optimization. Build CI/CD and infrastructure-as-code capabilities, enable AI-assisted operations, and collaborate with teams across engineering, security, cloud infrastructure, and finance.

Requirements

Requires 7+ years in data engineering, data platform, or DevOps roles, including 3+ years administering and engineering Databricks in an enterprise environment. Candidates should have deep Databricks and Unity Catalog expertise, experience with Terraform and CI/CD, strong Python and SQL skills, cloud platform experience, and a track record of platform cost optimization and secure data governance.

Skills

Unity Catalog
Terraform
CI/CD
Databricks Asset Bundles
Python
SQL
PySpark
Delta Lake
Spark Performance Tuning
FinOps
Cloud Infrastructure
Data Governance
Platform Security
Agentic AI Workflows
Incident Response

Visa sponsorship

Not detected in the job text

Keywords

Databricks
Lakehouse
Unity Catalog
Terraform
Databricks Asset Bundles
Azure DevOps
GitHub Actions
CI/CD
Python
SQL
PySpark
Delta Lake
Apache Spark
FinOps
Mosaic AI
Model Context Protocol
LangChain
LangGraph
Lakeflow
Delta Live Tables
Databricks SQL
Model Serving
Vector Search
Azure
AWS
Google Cloud Platform
ADLS Gen2
Amazon S3
SCIM
Data Governance

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