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Added 7 mins ago
KG
Manager Project Managment
KION Group
Mississauga, ON
- Full-time
Lead, coach, and develop project management team members, fostering a culture of inclusion, accountability, customer focus, and continuous improvement.
Added 7 mins ago
Manager, Performance Enablement - Global HR
Scotiabank
Toronto, ON
…with Scotiabank’s Values, its Code of Conduct and the Global Sales Principles, while ensuring the adequacy, adherence to and effectiveness of day-to-day business controls to meet…
Added 7 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 7 mins ago
SI
Inside Sales Representative, Legacy Products
Swiss Instruments Limited
Mississauga, ON
- Full-time
…assigned, and coordinate documentation with the responsible VLM sales or project…
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EW
Stratège Digital / Digital Strategist
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- Full-time
Your mission? Work alongside Evolving Web's project teams and bring your expertise to push our projects to the next level. You will be the client's eyes and ears to ensure perfect…
Added 22 mins ago
Director, CX Business Systems
Braze
Toronto, ON
…customers. We are seeking a Director, CX Business Systems to lead our Post Sales / Customer Experience (CX) business systems analysts (BSA) and technical program managers (TPM) team, and…
Added 22 mins ago
M(
ABM Specialist
MaintainX (An Autodesk Company)
Remote, Canada
- $66,000 to $122,000 USD / year
- Full-time
- Remote
…events, email, and direct mail, timed to account activity and Sales priorities, so Sales has a relevant touchpoint when an account shows buying…
Added 22 mins ago
M(
ABM Specialist
MaintainX (An Autodesk Company)
Toronto, ON
- $66,000 to $122,000 USD / year
- Full-time
…events, email, and direct mail, timed to account activity and Sales priorities, so Sales has a relevant touchpoint when an account shows buying…
Added 36 mins ago
R
Implementation Lead
Reactiv
Toronto, ON
- Full-time
We are hiring an Implementation Lead to join our team and own how merchants go live on Reactiv. You will run the full implementation journey, from discovery at kickoff through launch,…
Added 36 mins ago
S
North America Sector Leader – Management & Technology Consulting
Stantec
Edmonton, AB
- Full-time
Community of Practice – Lead and develop a community of practice focused on management consulting, asset management, digital transformation, technology integration, organizational…
Added 52 mins ago
B
Product Manager, Pharmacy Automation (12 month contract)
BD
Mississauga, ON · CAN Mississauga - Derry Road West
- Full-time
…closely with the Canadian regional Marketing team, Clinical Sales Consultants, Professional Services, Health IT and Sales team on strategic execution to accelerate growth within their…
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
Lead complex sales pursuits from initial engagement through negotiation and close.
Added 1 hour 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 1 hour ago
H
Human Resources Generalist
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Montreal, QC
- Temporary
Lead post-interview debriefs with interview teams.
Added 1 hour ago
W
Coordinator - Project
Wesco
Burnaby, BC
- Full-time
As a Project Coordinator, you will be responsible for coordinating project activities to ensure the project is on schedule. You will provide administrative and logistical support including…
Added 1 hour ago
B
Junior Mechanical Designer
Berendsen
Oakville, ON
- Full-time
…projects. This role is an entry level role to fluid power and can lead to a rewarding career in senior design, applications engineering and sales, product management or…
Added 1 hour ago
DW
CNC Programmer- Millwork
DCL Woodworking Ltd.
Brampton, ON
- Full-time
…grown from a one-man operation to an industry-leading team of Sales & Estimating Representatives, Project Managers, Cabinet Makers and Installers. We combine advanced woodworking technology…
Added 2 hours ago
LA
Director of Operations
LISI AEROSPACE NORTH AMERICA
Dorval, QC
- $150,000 to $180,000 CAD / year
- Full-time
Responsible for the business’s operations and lead the implementation of lean concepts and cost reduction activities (LEAP), manufacturing strategies, and daily operations for Lisi…
Added 2 hours ago
A
Marketing Campaign & Strategy Leader
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Remote, Canada
- Full-time
- Remote
A track record of leadership, mentorship, and cross-functional coordination. You’ve worked with channel owners, project managers, analysts, creatives, and senior leaders to get campaigns…
Added 2 hours ago
FH
Hotel Manager
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Vancouver, BC
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Lead the next chapter at the Castle in the City.
Added 2 hours ago
BE
Controller
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Manage the preparation and filing of monthly and annual sales tax remittances and coordinate corporate tax documentation with external tax consultants.
Added 3 hours ago
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Lead the next chapter at the Castle in the City.
Added 3 hours ago
BU
Premier Client Specialist
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Proactively works with assigned customer portfolio to uncover needs, provide solutions, and identify additional sales opportunities.
Added 3 hours ago
HT
PD Software for Service
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- 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 3 hours ago
HT
PD Service - Mechanical
Husky Technologies
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- Full-time
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Miratech

Senior Data Architect

Toronto, ON, Canada
North York, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

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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