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Added 7 days ago
SI
Full Stack Engineer
Stelvio Inc.
Saskatoon, SK
- Full-time
Knowledge of SQL and/or NoSQL database technologies.
Added 7 days ago
TC
AWS Engineer
Tata Consultancy Services
Toronto, ON
- $100,000 to $120,000 CAD / year
- Full-time
OpenTelemetry, CloudWatch, CloudTrail• QuickSight / SPICE / RLS / CLS• APIs, SQL, Angular and automatiom.
Added 7 days ago
CT
Data Architect
Celebal Technologies
Ottawa, ON
- Contract
Build and maintain ETL/ELT pipelines using Databricks, PySpark, Python, and SQL.
Added 7 days ago
KC
Senior Consultant, Databricks Data Engineer, Data & AI
KPMG Canada
Calgary, AB
- Full-time
Certifications Databricks Certified Data Engineer (Associate or Professional) and/or relevant cloud certifications (e.g., Azure, AWS, or GCP architecture or data engineering credentials)…
Added 7 days ago
B
Senior Java Software Engineer
Bounteous
Montreal, QC
- Full-time
We are looking for a strong Java Developer with hands-on experience in Java, Spring Boot, Microservices, SQL, and AWS. The ideal candidate should have experience building scalable…
Added 7 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 7 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 7 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 7 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 7 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 8 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 8 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 8 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 8 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 8 days ago
Y
Data Engineer
Yochana
Calgary, AB
- Full-time
Develop and maintain data integration solutions using SQL, Python, and relevant data engineering technologies.
Added 8 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 8 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 8 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 8 days ago
SI
Artificial Intelligence Engineer
Spait Infotech
Canada
- Full-time
Build AI-powered applications using Python and relevant AI frameworks.
Added 9 days ago
SM
RQ11486 – Data Ops/Cloud Data Engineer – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Data Ops/Cloud Data Engineer with extensive experience in designing, developing, automating, and optimizing complex data pipelines and cloud-based data platforms.…
Added 9 days ago
CS
Software Developer
Cronometer Software Inc
Revelstoke, BC
- Full-time
Develop intelligent, data-driven services. Create and optimize backend systems and APIs (Java, Python, SQL) that deliver insights to millions of users and enable new product experiences
Added 9 days ago
D
Data Engineer
DarkVision
North Vancouver, BC
- Full-time
DarkVision is seeking a Data Engineer to join our Imaging & AI team. You will contribute to multiple data pipelines that provide operational intelligence, underpin machine learning models,…
Added 9 days ago
Software Engineer II
Planview Incorporated
Vancouver, BC
We are seeking a Software Engineer II to join our Portfolio Intelligence team. You will contribute to building the Insight Engine, a system that runs insights which use a combination of…
Added 9 days ago
A
Cloud Software Engineer
Actalent
Ottawa, ON
- $61 to $70 CAD / hour
- Contract
Experience with relational databases, SQL, and basic data modeling.
Added 9 days ago
Senior Software Engineer II
Schneider Electric
Calgary, AB
We’re looking for a hands-on Software Engineer to help build and scale the next generation of AI-powered solutions. In this role, you’ll combine deep Generative AI engineering with direct…

Augmented

Data Lake Architect (Databricks)

Toronto, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

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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