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Added 5 mins ago
SC
Engineering Manager
SYSTRA Canada
Toronto, ON
- Full-time
Reporting to the Corridor Delivery Lead, the Engineering Manager will lead on engineering deliverables on one, or more, Rail Corridors on the GO Expansion Program, to ensure the best…
Added 36 mins ago
F
Technology and Product Co-founder - AI for SEC/FINRA Compliance
FutureSight
Canada
- Internship
You will define how AI, software, and professional judgment work together in a regulated environment. That includes the underlying platform and the interfaces compliance teams use to…
Added 36 mins ago
F
Technology and Product Co-founder - AI for SEC/FINRA Compliance
FutureSight
Canada
- Internship
You will define how AI, software, and professional judgment work together in a regulated environment. That includes the underlying platform and the interfaces compliance teams use to…
Added 36 mins ago
IG
Global Head of Digital Strategy & Transformation
Ingenio Global
Toronto, ON · Greater Toronto Area, Canada
- Full-time
Lead and develop the existing Business Technology and Application Development team.
Added 1 hour ago
M
Senior Data Architect
Miratech
Toronto, ON · Scarborough, ON
- Full-time
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…
Added 4 hours ago
FC
ENGINEERING LEAD POST BOOKING OPTIMIZATION - TORONTO, ON
Flight Centre Travel Group Canada
ON · Ontario, Canada
- Full-time
We're looking for an Engineering Lead to own and drive the technical solution behind Post Booking Optimization. This is a high-impact opportunity to design and build systems that…
Added 4 hours ago
MC
Senior Salesforce Administrator
Make-A-Wish Canada
Toronto, ON
- Full-time
…configuration, maintenance, and improvement of our Salesforce platform. In addition to leading the development and management of Salesforce environments, you will oversee DevOps processes,…
Added 4 hours ago
Lead, Geospatial Platform Operations
City of Edmonton
AB
…driving digital innovation and leading high performing teams? The Lead, Geospatial Platform Operations is a senior technical leadership role within the Enterprise Geospatial Technology…
Added 4 hours ago
S
Engineering Manager
SYSTRA
Toronto, ON
- Full-time
Reporting to the Corridor Delivery Lead, the Engineering Manager will lead on engineering deliverables on one, or more, Rail Corridors on the GO Expansion Program, to ensure the best…
Added 5 hours ago
J
Insurance Technology Sales Executive
Jobgether
Canada
- $80,000 to $95,000 CAD / year
- Full-time
Develop an in-depth understanding of the software platform and its capabilities to deliver engaging, tailored demonstrations to prospective customers.
Added 5 hours ago
GS
Staff Site Reliability Engineer, Application
Guidewire Software
Toronto, ON
- Full-time
Join Guidewire's Product Development & Operations (PDO) organization as a cornerstone of our Site Reliability Engineering team. We are the architects of stability for the Guidewire Cloud…
Added 6 hours ago
C
Senior Technical Lead/Responsable technique senior
CGI
Toronto, ON
- Full-time
Working with business analysts, product owners, engineering and platform teams, this lead guides implementation across application integration, business workflows and modernization. The…
Added 6 hours ago
J
Director, Product Line Management
Jobgether
Canada
- $170,500 to $272,300 CAD / year
- Full-time
The Director, Product Line Management will lead product strategy, roadmap execution, and lifecycle management for a portfolio of advanced optical networking solutions. This senior…
Added 6 hours ago
S
Senior Product Manager, Echo MS
SCIEX
Vaughan, ON
- $130,000 to $150,000 CAD / year
- Full-time
Own the Echo MS+ product and platform strategy, integrated roadmap, priorities, sequencing, and dependencies, and drive product concepts through to launch. Work with the Pharma & Biopharma…
Added 7 hours ago
E
Specialist I, IT Enterprise GIS Technical Specialist
Enbridge
Calgary, AB · Edmonton, AB · Toronto, ON · North York
- Full-time
Lead ArcGIS Enterprise lifecycle activities, including new environment builds, upgrades, migrations, patching, security remediation, capacity planning, performance tuning, and technical…
Added 8 hours ago
V
Vice President of Engineering
Vantage
Remote, Canada
- $200,000 CAD / year
- Full-time
- Remote
You'll own delivery, quality, and reliability for your area, build and develop the managers who lead it, and work with Product and Design leadership to turn company goals into a roadmap…
Added 9 hours ago
M
Solution Engineer - Cloud & AI Applications
Microsoft
Toronto, ON
- Full-time
…influence technical decisions, and accelerate AI applications development into their deployment workflows. In summary, you’ll help customers modernize their applications and realize the…
Added 9 hours ago
M
Cloud & AI Solution Engineer - Azure Platform
Microsoft
Toronto, ON
- Full-time
Certification in relevant technologies or disciplines (e.g., Office 365, Power BI, Azure Architect and Development exams, Cloud Platform Technologies, Information Security, Architecture).
Added 9 hours ago
V
Sr Spec, IT
Vale
Canada
- Full-time
…transforming critical minerals into prosperity and sustainable development in countries like Canada, Brazil, Indonesia, the United Kingdom, and Japan. We invite you to use your skills with…
Added 9 hours ago
D
Senior Product Manager, Echo MS
Danaher
Concord, ON
- $130,000 to $150,000 CAD / year
- Full-time
Own the Echo MS+ product and platform strategy, integrated roadmap, priorities, sequencing, and dependencies, and drive product concepts through to launch. Work with the Pharma & Biopharma…
Added 10 hours ago
VO
Program Facilitator, Financial Aid & Scholarships (Part-Time)
Visions of Science
Toronto, ON
- Part-time
…workshops, tutoring sessions, hands-on STEM activities, leadership development opportunities, classroom-based learning, community engagement activities, and experiential learning…
Added 10 hours ago
S
Software Engineering Manager, Enterprise
Spellbook
Remote, Canada
- Full-time
- Remote
5+ years of software development experience, including technical leadership in a startup, scale-up, or other fast-moving environment.
Added 11 hours ago
PH
Manager, Business Function Products, BC Health Workday
Provincial Health Services Authority
Burnaby, BC
- Temporary
…2023 to implement a Human Capital Management System (HCMS) software solution as part of the BC Health Human Resources Strategy to transform HR services. Designed by Workday Canada, the new…
Added 11 hours ago
IG
Lead Software Architect
Insight Global
Vancouver, BC
- $120,000 to $150,000 CAD / year
- Full-time
Insight Global is looking for a Lead Software Architect to join a global technology organization in Vancouver. This individual will own the architecture and modernization of a backend…
Added 11 hours ago
V
Python Developer with Banking and payment
VySystems
Toronto, ON
- Full-time
Influence software architecture and lead design decisions for the Platform, with particular focus on payments and money-movement systems.

Miratech

Senior Data Architect

Toronto, ON, Canada
Scarborough, ON, Canada

Full-time

Apply About employer

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Job details

Job type: Full-time
Apply by: May 5, 2027
Experience: 5+ years of hands-on experience with Databricks/Delta Lake and Snowflake or API-driven ingestion.
Posting language: English
Posted: Nov 6, 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, and a Kimball-style reporting model for Genesys, Verint, and related data. Build reliable, auditable Databricks pipelines; define data quality, orchestration, and recovery standards; and lead parallel-run validation and legacy pipeline decommissioning with the existing team.

Requirements

Requires 10+ years designing data warehouse and lakehouse solutions, including at least five years of hands-on Databricks/Delta Lake experience and strong Snowflake or API-ingestion experience. Candidates should have deep dimensional modeling, SQL, Python/PySpark, pipeline integrity, orchestration, and Azure expertise, along with the ability to communicate architectural decisions to technical and business audiences.

Skills

Data Architecture
Databricks
Delta Lake
Snowflake
Kimball Dimensional Modeling
Medallion Architecture
T-SQL
Spark SQL
Python
PySpark
Azure Data Factory
Data Pipeline Design
REST API Ingestion
Data Integrity and Reconciliation
Data Orchestration
Contact Center Data

Benefits

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

Visa sponsorship

Not detected in the job text

Keywords

Databricks
Delta Lake
Snowflake
Azure Data Factory
Azure
SQL Server
SQL Managed Instance
Key Vault
T-SQL
Spark SQL
Python
PySpark
Genesys A3S
Genesys Cloud
Verint Workforce Management
REST APIs
SFTP
Medallion Architecture
Kimball Star Schema
Dimensional Modeling
Slowly Changing Dimensions
Data Warehousing
Lakehouse Architecture
Data Ingestion
Data Orchestration
Data Integrity
Data Reconciliation
Schema Drift
Parallel-Run Migration
Contact Center Analytics

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