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Added 8 mins ago
M
AVP, Enterprise Digital Capabilities
Manulife
Toronto, ON
- Full-time
…One Manulife experiences across the enterprise. The AVP will lead this evolution – working across segments to identify where common capabilities can create the greatest incremental value,…
Added 8 mins ago
R
Architecte principal national / Country Lead Architect
RTX
Longueuil, QC
- Full-time
Added 8 mins ago
Quality Manager
Kiewit
Halifax, NS · Oakville, ON · Toronto, ON · ON · Darlington, ON
As a Quality Manager, you will lead the the Quality team and program on a projects in your assigned location.
Added 8 mins ago
SM
RQ11737 – Software Developer – Full Stack – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Software Developer – Full Stack with extensive experience designing and developing large-scale, multi-client web applications, Java-based enterprise solutions, REST…
Added 8 mins ago
SM
RQ11742 – Systems Testing/QA Specialist – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Systems Testing/QA Specialist with extensive experience in planning, executing, and managing end-to-end testing for complex digital solutions, enterprise…
Added 8 mins ago
SM
RQ11737 – Software Developer – Full Stack – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Software Developer – Full Stack with extensive experience designing and developing large-scale, multi-client web applications, Java-based enterprise solutions, REST…
Added 8 mins ago
SM
RQ11743 – Systems Testing/QA Specialist – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Systems Testing/QA Specialist with extensive experience in end-to-end testing, quality assurance, test automation, defect management, and release-readiness…
Added 8 mins ago
SM
RQ11743 – Systems Testing/QA Specialist – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Systems Testing/QA Specialist with extensive experience in end-to-end testing, quality assurance, test automation, defect management, and release-readiness…
Added 8 mins ago
IG
Business Intelligence Lead
Insight Global
Toronto, ON
- $60 to $88 CAD / hour
- Contract
Insight Global is seeking a Solution Designer / Technical Product Lead to support an executive reporting and analytics platform within Wealth Management. This role combines technical…
Added 8 mins ago
SM
RQ00762 – Systems Analyst – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a Senior Systems Analyst with 5–8 years of experience in systems analysis, functional consulting, or a similar IT-focused role. The ideal candidate will have hands-on…
Added 8 mins ago
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Proposal Procurement Lead (North America)
Veolia | Water Tech
Oakville, ON
- Full-time
The Proposal Procurement Lead (PPL) is responsible for determining current and expected material costs and engineering budgets for Veolia Water Technologies-supplied equipment during the…
Added 8 mins ago
AC
Senior Control Engineer
ALTEN Canada
Woodbridge, ON
- Full-time
Lead technical activities including project planning, effort estimation, documentation, mentoring junior team members, and continuous improvement initiatives to enhance safety, quality,…
Added 9 mins ago
RT
Senior Advisor, Financial Reporting & Technical Accounting (CPA)
Rio Tinto
Montreal, QC
- $70 to $80 CAD / hour
- Full-time
Lead technical accounting assessments and prepare clear, practical recommendations for stakeholders and leadership.
Added 23 mins ago
PROJECT LEAD TRANSPORTATION SERVICES
City of Toronto
Toronto, ON
Reporting to the Senior Engineer of capital construction, the Project Lead is accountable for the successful delivery of complex capital construction projects related to traffic signals and…
Added 23 mins ago
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 23 mins ago
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Art Director
Voldex Games
Remote, Canada
- Full-time
- Remote
Voldex is looking for an Art Director to lead and scale our Art function across our growing portfolio of live-service games. You’ll lead and develop our Art Leads, strengthen how our teams…
Added 23 mins ago
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Principal Presales Solutions Architect
Adastra Corporation
Markham, ON
- Full-time
Adastra Canada is looking for a well-rounded senior architect to lead the technical side of our pursuits turning an ambiguous client problem into an architecture, a delivery approach, and a…
Added 37 mins ago
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Testing & Materials Engineer
WSP
Canada
- Full-time
Shape critical asset integrity decisions for railway rolling stock and infrastructure through senior-level expertise in nondestructive testing, materials engineering, and failure analysis.…
Added 37 mins ago
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North America Sector Leader – Management & Technology Consulting
Stantec
Edmonton, AB
- Full-time
The Sector Leader directs our work with technical rigor, innovation, and a vision for helping clients solve their most complex water challenges through strategic consulting and…
Added 38 mins ago
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Senior Environmental Professional
Spectrum Resource Group
Toronto, ON
- Full-time
The successful candidate will provide senior technical leadership, manage multidisciplinary projects, support business development, mentor field and technical staff, and ensure work is…
Added 38 mins ago
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Solutions Architect
Altis
Toronto, ON · Greater Toronto Area, Canada
- $88 to $100 CAD / hour
- Contract
Collaborate with experienced technical teams and senior decision-makers.
Added 53 mins ago
Senior Developer
George Brown Polytechnic
Toronto, ON
Serves as the lead developer and senior technical resource for application development initiatives.
Added 53 mins ago
NC
Manager, Air Traffic Management (ATM) and Safety Performance Analytics
NAV CANADA
Ottawa, ON
- Full-time
Lead and oversee gap and impact analyses to identify opportunities for continuous improvement in technical standards, methodologies, analytics, and technologies.
Added 1 hour ago
A
Senior Enterprise Account Executive
Altis
Toronto, ON · Greater Toronto Area, Canada
- $90,000 to $110,000 CAD / year
- Full-time
Are you a strategic, relationship-driven sales professional who excels at opening doors, building credibility with senior leaders, and generating revenue within large organizations?
Added 1 hour ago
IG
Digital Product Manager
Insight Global
Toronto, ON
- $72 to $80 CAD / hour
- Contract
Working within the vision, roadmap, and strategic direction established by the Senior Product Owner, the successful candidate will independently lead meaningful pieces of work from…

Miratech

Senior Data Architect

Toronto, ON, Canada
North York, ON, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Apr 24, 2027
Experience: 5+ years of hands-on experience with Databricks/Delta Lake and Snowflake or API-driven ingestion.
Posting language: English
Posted: Oct 26, 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, data integrity controls, and a Kimball-style reporting model. Build and optimize Databricks pipelines, document architectural decisions, and coordinate parallel-run validation, cutover, and decommissioning of legacy pipelines.

Requirements

Requires 10+ years designing data warehouse and lakehouse solutions, including at least five years of hands-on Databricks/Delta Lake and Snowflake or API-driven ingestion experience. Candidates should have deep dimensional modeling and data integrity expertise, strong SQL and Python/PySpark skills, experience with high-volume pipelines and orchestration, and the ability to communicate architectural trade-offs.

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 Integrity and Reconciliation
Data Pipeline Orchestration
SQL Server
Genesys Cloud

Benefits

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

Visa sponsorship

Not detected in the job text

Keywords

Databricks
Delta Lake
Snowflake
Genesys A3S
Genesys Cloud
Verint Workforce Management
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
SQL Server
REST APIs
SFTP
Data Ingestion
Incremental Loading
Data Reconciliation
Data Integrity
Schema Drift
Pipeline Orchestration
Lakehouse
Data Warehouse
Parallel-Run Migration
Contact Center Analytics

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