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Added 6 days ago
Platform Engineer - AI Engineering
DRW
Montreal, QC
…operationalize our AI tooling ecosystem. Working closely with the Team Lead and Senior/Staff SWE, you will be the hands-on integrator connecting external cloud AI providers, internal…
Added 6 days ago
Analyst, Data Analytics
WestJet Group
Calgary, AB
Represent the business unit on large cross-business unit projects, proactively identify potential areas of improvement, and lead plausible solutions from ideation to delivery
Added 6 days ago
R
Lead AI Engineer
RBC
Toronto, ON
- Full-time
We are seeking an accomplished Lead AI Engineer to design, develop, and implement AI-driven solutions within our software development lifecycle. You will lead enterprise-scale AI…
Added 6 days ago
SL
Manager, Business Automation
Sun Life
Toronto, ON · Waterloo, ON · Sun Life Toronto One York
- Full-time
Proficiency with Python, SQL, Power Automate, Microsoft 365, AWS, and approved AI developer tooling
Added 6 days ago
C
Sr Analyst, Automation & Analytics
CIBC
Toronto, ON
- Full-time
…functionality, infrastructure, interfaces and integrations. Lead the design of cost-effective and innovative solutions to meet both business objectives and the goal of operational…
Added 6 days ago
AT
Sr. Software Developer in Test
Align Technology
Toronto, ON
- $123,300 to $169,500 CAD / year
- Full-time
We are looking for a Senior Software Developer in Test (SDT) to join a team responsible for developing and improving the cloud services platform built for automated treatment planning for…
Added 6 days ago
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People Reporting & Analytics Specialist
Workplace Safety and Insurance Board (WSIB)
London, ON
- Full-time
- Lead the implementation of ongoing reporting processes based on agreed timelines and requirements
Added 6 days ago
CS
Senior Azure Applications Developer
Cyber Space Technologies LLC
Toronto, ON
- Contract
Job Title: Senior Azure Applications Developer
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E
Scientifique des données sénior
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Montreal, QC · Quebec, QC
- Full-time
…priorités analytiques en étroite collaboration avec le Data…
Added 6 days ago
A
Manager, Data Analytics and Reporting
AstraZeneca
Mississauga, ON · Canada - Mississauga
- Full-time
The Manager, Analytics & Reporting will lead the creation of trusted, scalable analytics and reporting that power the US Commercial business across Specialty Pharmacy, Specialty Infusion…
Added 6 days ago
IS
Technical Lead -ML Ops / AI Platform
Iris Software Inc.
Toronto, ON
- Contract
Iris's direct client, one of the Top 5 Bank in Canada, is looking to hire a Project Lead - ML Ops / AI Platform for a long-term opportunity.
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Senior Lead Systems Engineer
Braze
Toronto, ON
We're looking for a Senior Lead Systems Engineer who's passionate about building the next generation of enterprise technology through automation, software engineering, AI, and intelligent…
Added 6 days ago
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Platform Engineering – Data Infrastructure III
Peoples Group
AB · Vancouver, BC · Toronto, ON · Calgary, AB
- Full-time
Participate in the on-call rotation and lead blameless postmortems
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Senior Software Engineer, AI
Pebl
Remote, Canada
- $122,835 to $180,000 CAD / year
- Full-time
- Remote
…into action, you’ll help us scale faster, compete harder, and lead the future of global…
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Azure Databricks Architect
Confiar Services
ON · Ontario, Canada
- Contract
Lead Databricks-based data engineering and transformation solutions across enterprise environments.
Added 6 days ago
Senior Developer
George Brown Polytechnic
Toronto, ON
Serves as the lead developer and senior technical resource for application development initiatives.
Added 6 days ago
M
Senior Data Architect
Miratech
Toronto, ON · North York, ON
- Full-time
This role suits a hands-on Senior or Lead Data Architect who can turn complex reporting requirements into robust, auditable data solutions and explain architectural trade-offs to both…
Added 6 days ago
A
Senior Aerospace Software & Electronics Certification Engineer
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Dorval, QC
- Full-time
Lead resolution of technical, safety, and regulatory deficiencies.
Added 6 days ago
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Staff Software Engineer
SoTalent
Toronto, ON
- $173,000 to $197,000 CAD / year
- Full-time
Serve as the technical lead for the development of fault tolerant, large scale application systems
Added 6 days ago
HT
Software Validation Technologist
Husky Technologies
Bolton, ON
- Full-time
…passion of our people around the world and their desire to lead change. At the same time, we are not afraid to expect a lot and strive for leadership in all of our key markets. We are a…
Added 6 days ago
NB
Senior Data Scientist
National Bank of Canada
Montreal, QC
- Full-time
Lead, in the Governance and Credit quality team at National Bank means serving
Added 6 days ago
CO
Application & Integration Technical Analyst
City of Saint John
Saint John, NB
- Full-time
Under the direction of the designated IT Manager, the Application and Integration Technical Analyst is a technical lead responsible for system architecture, data strategy, and integration…
Added 6 days ago
HT
Software Validation Technologist
Husky Technologies
Bolton, ON
- Full-time
…passion of our people around the world and their desire to lead change. At the same time, we are not afraid to expect a lot and strive for leadership in all of our key markets. We are a…
Added 7 days ago
A
Solutions Architect
Artech
Mississauga, ON
- $70 to $110 CAD / hour
- Contract
The client is seeking an experienced Lead Agentic AI Solutions Architect to lead the end-to-end delivery of enterprise AI and automation solutions that transform business operations and…
Added 7 days ago
M
Senior Data Architect
Miratech
Toronto, ON · Greater Toronto Area, Canada
- Full-time
This role suits a hands-on Senior or Lead Data Architect who can turn complex reporting requirements into robust, auditable data solutions and explain architectural trade-offs to both…

Miratech

Senior Data Architect

Toronto, ON, Canada
Greater Toronto Area, Canada, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Apr 23, 2027
Experience: 5+ years of hands-on experience with Databricks/Delta Lake and Snowflake or API-driven ingestion.
Posting language: English
Posted: Oct 25, 2026

Original job description

Miratech helps visionaries change the world. We are a global IT services and consulting company that brings together enterprise and start-up innovation. Today, we support digital transformation for some of the world's largest enterprises. By partnering with both large and small players, we stay at the leading edge of technology, remain nimble even as a global leader, and create technology that helps our clients further enhance their business. We are a values-driven organization and our culture of Relentless Performance has enabled over 99% of Miratech's engagements to succeed by meeting or exceeding our scope, schedule, and/or budget objectives since our inception in 1989.

Miratech has coverage across 5 continents and operates in over 25 countries around the world. Miratech retains nearly 1000 full-time professionals, and our annual growth rate exceeds 25%.

Job Description

We are looking for a Senior Data Architect to design the end-to-end data platform for APEX. The platform ingests contact centre telephony and quality data from the Genesys A3S Snowflake database and Verint Workforce Management (WFM) feeds, and delivers it through a Bronze/Silver/Gold (Medallion) architecture on Databricks into a Kimball-style reporting layer.

You will own the architecture: ingestion strategy and cadence per source, incremental loading and batch control, data integrity standards, and the Gold-layer dimensional model. You will also partner with the existing CCARS pipeline team through parallel run and decommissioning of the legacy pipelines.

This role suits a hands-on Senior or Lead Data Architect who can turn complex reporting requirements into robust, auditable data solutions and explain architectural trade-offs to both engineers and business stakeholders.

Working Model: This is a hybrid role requiring 2 days per week in a downtown Toronto office.

Responsibilities:

Design the Bronze/Silver/Gold data flow for the new Genesys A3S Snowflake and Verint sources, with clear standards for ingestion, transformation, validation, and consumption.
Experience with contact center migrations; Genesys Cloud experience is a big plus.
Define ingestion cadence and watermarking strategy per source, based on each source's true data freshness.
Design the Gold-layer Kimball star schema (facts, dimensions, grain, SCD Type I/II) to support sales, telephony, agent activity, and quality reporting.
Choose between pure lakehouse and hybrid lakehouse-to-data-warehouse patterns based on source characteristics, volumes and performance needs.
Build and optimize Databricks and Delta Lake pipelines, and set cost and performance practices for cluster sizing, job versus all-purpose compute, and Photon.
Design ingestion from the external Genesys Snowflake source, including secure connectivity, incremental extraction and source-to-target reconciliation.
Integrate Verint and other vendor feeds delivered as flat files, SFTP drops or REST APIs, normalizing inconsistent formats and tolerating schema drift.
Design API ingestion that handles pagination, rate limits, asynchronous submit-poll-retrieve jobs and per-entity fan-out at scale.
Define data integrity checks, batch control, idempotency and failure-recovery patterns for each pipeline, including row-count and checksum reconciliation and late-arriving data handling.
Design orchestration with Azure Data Factory, Databricks Workflows or equivalent, with independent batch tracking and failure isolation per source feed.
Write and review production-grade transformation logic in T-SQL, Spark SQL and Python/PySpark.
Document architecture decisions and trade-offs for engineering and business audiences.
Partner with the existing CCARS pipeline team on parallel-run validation, cutover planning and legacy pipeline decommissioning.

Qualifications

10+ years of designing data warehouse and lakehouse solutions.
5+ years of hands-on experience with Databricks/Delta Lake and Snowflake or API-driven ingestion.
Deep hands-on dimensional modeling expertise: Kimball star schema, fact and dimension design, grain definition, SCD Type I/II.
Proven experience designing Medallion (Bronze/Silver/Gold) architectures, including the trade-offs between pure lakehouse and hybrid lakehouse-to-DW designs.
Strong Delta Lake expertise: Delta tables, ACID transactions, Z-ordering, OPTIMIZE/VACUUM, and Databricks workload tuning at scale.
Expert-level T-SQL and Spark SQL, including complex joins, window functions, query tuning, indexing and partitioning.
Deep knowledge of relational databases (SQL Server preferred) and of OLTP versus OLAP design.
Track record enforcing data integrity across pipeline boundaries: referential integrity, deduplication, reconciliation, checksum/hash validation, and detecting upstream schema drift.
Experience consuming REST APIs at scale, including pagination, rate limiting, async job patterns and endpoint-specific freshness.
Experience ingesting from external Snowflake sources and non-standardized vendor exports (flat files, SFTP, vendor APIs).
Experience designing high-volume pipelines (millions of records per day, hourly-to-real-time) with backpressure, retry and failure isolation.
Experience with orchestration tools such as Azure Data Factory or Databricks Workflows.
Proficiency in Python or PySpark, and familiarity with Azure (Databricks, ADF, SQL Managed Instance, Key Vault).
Strong communication skills for documenting decisions and explaining trade-offs to technical and business audiences.

Nice to have:

Prior experience with Genesys Cloud, Genesys A3S or Verint data models.
Contact centre or telephony domain knowledge: call detail records, agent activity, quality evaluations, IVR and routing.
Experience running parallel-run migration strategies, with legacy and new systems live simultaneously during cutover.
Experience with enterprise schedulers such as AutoSys is a plus.

Additional Information

We offer:

Culture of Relentless Performance: join an unstoppable technology development team with a 99% project success rate and more than 30% year-over-year revenue growth.
Competitive Pay and Benefits: enjoy a comprehensive compensation and benefits package, including health insurance, and a relocation program.
Work From Anywhere Culture: make the most of the flexibility that comes with remote work.
Growth Mindset: reap the benefits of a range of professional development opportunities, including certification programs, mentorship and talent investment programs, internal mobility and internship opportunities.
Global Impact: collaborate on impactful projects for top global clients and shape the future of industries.
Welcoming Multicultural Environment: be a part of a dynamic, global team and thrive in an inclusive and supportive work environment with open communication and regular team-building company social events.
Social Sustainability Values: join our sustainable business practices focused on five pillars, including IT education, community empowerment, fair operating practices, environmental sustainability, and gender equality.
Miratech is an equal opportunity employer and does not discriminate against any employee or applicant for employment on the basis of race, color, religion, sex, national origin, age, disability, veteran status, sexual orientation, gender identity, or any other protected status under applicable law.

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More about this job

Responsibilities

Design and own the end-to-end data platform, including source ingestion, Bronze/Silver/Gold transformations, Databricks and Delta Lake pipelines, and a Kimball-style reporting model. Establish data quality, orchestration, performance, and recovery standards, and lead parallel-run validation and cutover from legacy pipelines while documenting architectural decisions for technical and business stakeholders.

Requirements

Requires 10+ years designing data warehouse and lakehouse solutions, including at least five years of hands-on Databricks/Delta Lake experience and strong dimensional modeling expertise. Candidates should have advanced SQL and Python/PySpark skills, experience with Snowflake, APIs, vendor feeds, orchestration, high-volume pipelines, and data integrity practices, plus strong communication skills.

Skills

Data Architecture
Databricks
Delta Lake
Snowflake
Kimball Dimensional Modeling
Medallion Architecture
T-SQL
Spark SQL
Python
PySpark
Azure Data Factory
REST API Ingestion
Data Pipeline Orchestration
Data Integrity and Reconciliation
Genesys Cloud
Verint Workforce Management

Benefits

Health Insurance
Relocation Program
Professional Development Opportunities
Certification Programs
Mentorship Programs
Internal Mobility Opportunities

Visa sponsorship

Not detected in the job text

Keywords

Data Architecture
Data Warehouse
Lakehouse
Databricks
Delta Lake
Snowflake
Bronze/Silver/Gold Architecture
Medallion Architecture
Kimball Star Schema
Dimensional Modeling
SCD Type I/II
T-SQL
Spark SQL
Python
PySpark
Azure Data Factory
Databricks Workflows
REST APIs
Genesys A3S
Genesys Cloud
Verint Workforce Management
SFTP
Data Ingestion
Incremental Loading
Data Reconciliation
Data Integrity
Schema Drift
Pipeline Orchestration
Parallel-Run Migration
Contact Center Analytics

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