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Added 9 days ago
GM
AI Engineer (Co-op)
General Magic
Toronto, ON
- Full-time
This is a co-op role on our AI team. You won't get a side project: you'll ship features on the agents and LLM systems our customers use every day, working directly with our engineers.
Added 9 days ago
Software Engineer Intern (Winter 2027)
HeyGen
Toronto, ON
At HeyGen, we are at the forefront of developing applications powered by our cutting-edge AI research. As a Software Engineer Intern at HeyGen, you will be part of a team working on the…
Added 9 days ago
DE
Data & AI Engineer / Ingénieur Des Données & IA
Dunsky Energy + Climate Advisors
Toronto, ON · Greater Toronto Area, Canada
- Full-time
Dunsky is looking for a Data & AI Engineer to help build the next wave of AI, data, and modeling capabilities that support how we work, how we use our knowledge, and how we deliver value to…
Added 9 days ago
DE
Data & AI Engineer / Ingénieur Des Données & IA
Dunsky Energy + Climate Advisors
Vancouver, BC · Greater Vancouver Metropolitan Area
- Full-time
Dunsky is looking for a Data & AI Engineer to help build the next wave of AI, data, and modeling capabilities that support how we work, how we use our knowledge, and how we deliver value to…
Added 9 days ago
DE
Data & AI Engineer / Ingénieur Des Données & IA
Dunsky Energy + Climate Advisors
Montreal, QC · Greater Montreal Metropolitan Area
- Full-time
Dunsky is looking for a Data & AI Engineer to help build the next wave of AI, data, and modeling capabilities that support how we work, how we use our knowledge, and how we deliver value to…
Added 9 days ago
A
AI/ML Engineer
Augmented
Toronto, ON
- Full-time
Augmented is hiring a Senior AI Engineer to lead the design and delivery of enterprise-grade AI systems for large clients in regulated industries. You will set technical direction,…
Added 9 days ago
A
AI Engineer [Junior]
Augmented
Toronto, ON
- Full-time
Augmented is hiring a Junior AI Engineer to help build and ship AI-powered applications for large enterprise clients in regulated industries. You will work alongside senior engineers on…
Added 9 days ago
A
Data Lake Architect (Databricks)
Augmented
Toronto, ON
- Full-time
Expert in Spark, Python and SQL, with the ability to review and guide engineering work
Added 10 days ago
A
Staff PCIe Verification Engineer
Arm
Toronto, ON
- Full-time
As a creative verification engineer with a knowledge of Sub-System integration verification, IO Virtualization scenario verification with Arm SMMU, Interoperability verification with Arm…
Added 10 days ago
A
Senior PCIe Verification Engineer
Arm
Toronto, ON
- Full-time
As a creative verification engineer with a knowledge of Sub-System integration verification, IO Virtualization scenario verification with Arm SMMU, Interoperability verification with Arm…
Added 10 days ago
A
Senior PCIe Design Engineer
Arm
Toronto, ON
- Full-time
Are you ready for a new and exciting challenge? If you are a self-motivated design engineer with expertise in micro-architecture, logic design and ARM IP’s, system protocols and looking to…
Added 10 days ago
Y
Data Engineer
Yochana
Calgary, AB
- Full-time
We are seeking a skilled Data Engineer to design, develop, and maintain scalable data pipelines and infrastructure that support data-driven decision-making.
Added 10 days ago
ED
Data Platform Engineer
Eigen Development
Toronto, ON
- Full-time
Shift4 is seeking a Data Platform Engineer to join our Data Platform team and build, maintain, and optimize the pipelines that move data from our production systems into our analytics…
Added 10 days ago
A
SDET (Intermediate)
Actalent
Waterloo, ON
- $40 to $50 CAD / hour
- Contract
This Software Development Engineer in Test (SDET) role focuses on designing, developing, and maintaining automated test scripts and tools in Python to validate new features for advanced…
Added 10 days ago
A
Lab Engineer (Intermediate)
Actalent
Waterloo, ON
- $33 to $38 CAD / hour
- Contract
As an intermediate Lab Engineer, you will work closely with development and test teams to ensure that lab infrastructure, hardware, and automation systems reliably support continuous…
Added 10 days ago
A
Embedded Software Engineer
Actalent
Mississauga, ON
- $70,000 to $85,000 CAD / year
- Full-time
The Embedded Software Engineer designs, develops, and maintains embedded computer system software for advanced military and naval applications, including control software for helicopter…
Added 10 days ago
SI
Artificial Intelligence Engineer
Spait Infotech
Canada
- Full-time
Build AI-powered applications using Python and relevant AI frameworks.
Added 10 days ago
KC
Senior Consultant, Microsoft Fabric Data Engineer, Data & AI
KPMG Canada
Vancouver, BC
- Full-time
Our team is looking for a Data Engineer with deep hands-on expertise in Microsoft Fabric and strong consulting capabilities. This role will support and lead data platform modernization…
Added 10 days ago
BH
Lead Software Engineer
Beacon Holdings
Remote, Canada
- Full-time
- Remote
…companies. Each company we buy is a profitable, established business with a product its customers rely on. What it has not had is Beacon's engineering model, and you bring it. You join one…
Added 10 days ago
TW
Senior Site Reliability Engineer
The Walt Disney Company
Vancouver, BC
- $120,700 to $161,800 CAD / year
- Full-time
The Senior Site Reliability Engineer will drive the design, implementation, and operation of reliable, scalable infrastructure across the studio. This role partners closely with team…
Added 10 days ago
CS
Software Developer
Cronometer Software Inc
Revelstoke, BC
- Full-time
Strong coding skills in Java and/or Python, with a solid grasp of software design principles
Added 10 days ago
WD
Senior Site Reliability Engineer
Walt Disney Animation Studios
Vancouver, BC
- $120,700 to $161,800 CAD / year
- Full-time
The Senior Site Reliability Engineer will drive the design, implementation, and operation of reliable, scalable infrastructure across the studio. This role partners closely with team…
Added 10 days ago
MS
Design Validation Co-op
Motorola Solutions
Vancouver, BC
- Full-time
Prior experience with test automation and creating test scripts using Python.
Added 10 days ago
C
Principal SerDes System/DSP Design Engineer
Ciena
Ottawa, ON · ON
- $126,100 to $201,500 CAD / year
- Full-time
Experience with MATLAB, Python, or C/C++ for algorithm design and simulation.
Added 11 days ago
GM
Forward Deployed AI Engineer
General Magic
Toronto, ON
- Full-time
We're hiring a Forward Deployed Engineer to be our person on the ground inside these brokerages. You'll learn their workflows firsthand, turn them into agents that run in production, and…

Augmented

Data Lake Architect (Databricks)

Toronto, ON, Canada

Full-time

Apply About employer

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Job details

Job type: Full-time
Apply by: Apr 16, 2027
Posting language: English
Posted: Oct 18, 2026

Original job description

Role snapshot

Title: Data Lake Architect – Databricks
Location: Toronto, ON (hybrid, 2–3 days on-site)
Engagement: Full-time, placed with an Augmented enterprise client
Level: Senior / Lead (8+ years in data, 3+ years as an architect)
Reports to: Head of Data Platform / Enterprise Architecture

About the role

Augmented is hiring a Data Lake Architect to define and lead the Databricks lakehouse architecture for one of our large enterprise clients in a regulated industry. You will set the target-state design, standards and roadmap, and guide engineering teams as they build and migrate onto the platform.

You will be the senior technical voice with client stakeholders, from data engineers to CIO-level leaders. The work covers platform design, governance, security and cost, and enabling analytics and AI use cases at scale.

Key responsibilities

Define the target-state data lake / lakehouse architecture on Databricks, including medallion layers, storage layout and workspace topology
Design the governance model with Unity Catalog: catalogs, schemas, access controls, lineage, data classification and PII handling
Set engineering standards for ingestion, transformation, streaming, data quality and observability
Lead migration strategy from legacy warehouses, Hadoop or on-prem data lakes to Databricks, including sequencing and cutover plans
Architect secure cloud foundations: networking, private connectivity, identity, encryption and environment isolation
Own platform cost and performance strategy: cluster policies, serverless use, workload sizing and FinOps reporting
Design data products and serving patterns for BI, data science, ML and GenAI workloads
Review designs and code, mentor engineers, and run architecture decision records
Present architecture options, trade-offs and roadmaps to client technical and executive stakeholders
Contribute to pre-sales solutioning, estimates and proposals with Augmented leadership

Required qualifications

8+ years in data engineering or data platforms, including 3+ years in an architect role
Deep hands-on Databricks experience: Delta Lake, Unity Catalog, Workflows, Databricks SQL and cluster/serverless configuration
Proven delivery of at least one enterprise-scale data lake or lakehouse from design to production
Strong cloud architecture skills on Azure or AWS (storage, networking, IAM, security, private endpoints)
Expert in Spark, Python and SQL, with the ability to review and guide engineering work
Data modelling across medallion, dimensional and Data Vault patterns
Track record of migrating legacy data platforms to the cloud
Experience defining data governance, security and compliance controls in regulated environments
Excellent communication; able to explain trade-offs to engineers and executives alike
Legally entitled to work in Canada

Nice to have

Databricks Certified Data Engineer Professional or Solutions Architect credential; Azure or AWS architect certification
Lakeflow / Delta Live Tables, Delta Sharing and Lakehouse Federation
Apache Iceberg interoperability and open table format strategy
MLOps and GenAI on Databricks (MLflow, Model Serving, Vector Search, Mosaic AI)
Terraform for Databricks and cloud infrastructure
Experience in Life Sciences (GxP, clinical or commercial data) or Financial Services (risk, payments, regulatory reporting)
Consulting or client-facing architecture background

Tech stack

Platform: Databricks (Unity Catalog, Workflows, Databricks SQL, serverless)
Storage & formats: Delta Lake, Apache Iceberg, Parquet
Cloud: Azure (ADLS Gen2) or AWS (S3)
Languages: Python (PySpark), SQL, Scala (a plus)
Ingestion & streaming: Kafka / Event Hubs, Auto Loader, CDC tools
Transformation: Spark, Lakeflow / Delta Live Tables, dbt
ML & AI: MLflow, Model Serving, Vector Search
DevOps: Git, CI/CD pipelines, Terraform, Databricks Asset Bundles
Consumption: Power BI, Tableau, Databricks SQL

Why Augmented

Augmented is an AI-native engineering delivery hub serving large enterprises in Life Sciences and Fintech, with teams in Toronto and the US.

Shape the data platform strategy for a major enterprise client
Small, senior teams with direct access to client decision-makers
Exposure to AI-native delivery practices and modern tooling
Compensation: [salary range to confirm] plus benefits

How to apply

Apply through this posting with your resume and a short note on a data lake or lakehouse you architected (scale, stack, your role).

Augmented is an equal opportunity employer. Accommodations are available on request at any stage of the hiring process.

Apply About employer

More about this job

Responsibilities

Define and lead the target-state Databricks lakehouse architecture, including governance, security, cloud foundations, migration strategy, and cost and performance standards. Guide engineering teams, review designs and code, mentor engineers, and present architecture decisions and roadmaps to client stakeholders.

Requirements

Requires 8+ years in data engineering or data platforms, including 3+ years in architecture, with deep hands-on Databricks experience and strong Azure or AWS, Spark, Python, and SQL skills. Candidates should have delivered an enterprise-scale lakehouse, led cloud migrations, and established governance and compliance controls; they must be legally entitled to work in Canada.

Skills

Databricks Lakehouse Architecture
Delta Lake
Unity Catalog
Apache Spark
Python
SQL
Cloud Architecture
Data Governance
Data Security
Data Modeling
Data Migration
Cost Optimization
Streaming Data
Terraform
Machine Learning Operations
GenAI

Visa sponsorship

Not detected in the job text

Keywords

Databricks
Lakehouse
Delta Lake
Unity Catalog
Databricks Workflows
Databricks SQL
Apache Spark
PySpark
Python
SQL
Azure
AWS
ADLS Gen2
Amazon S3
Apache Iceberg
Kafka
Event Hubs
Auto Loader
Lakeflow
Delta Live Tables
dbt
MLflow
Model Serving
Vector Search
Mosaic AI
Terraform
Databricks Asset Bundles
Power BI
Tableau
Data Governance

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