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Added 3 mins ago
AA
Defence Sales Manager - Canada
Alta Ares
Ottawa / Toronto, .
- Full-time
…senior commercial hire on the ground. You will own Alta Ares’ business in Canada. You will set the strategy, build partnerships with Canadian primes and integrators, and position Alta Ares…
Added 18 mins ago
KG
Data Architect (Databricks)
K&K Global Talent Solutions INC.
ON · Ontario, Canada
- Full-time
Ingestion Strategy: Define ingestion cadence and watermarking strategy per source, based on true data freshness.
Added 47 mins ago
PH
Workplace Coordinator, Workplace Experience Network, Human Resources
Provincial Health Services Authority
Burnaby, BC
- Full-time
Triages and/or responds to operational partner and employee inquiries by acting as a first point of contact for urgent/emergent requests in order to ensure response and proper linkages…
Added 47 mins ago
PH
Workplace Coordinator, Workplace Experience Network, Human Resources
Provincial Health Services Authority
Vancouver, BC
- Full-time
Triages and/or responds to operational partner and employee inquiries by acting as a first point of contact for urgent/emergent requests in order to ensure response and proper linkages…
Added 1 hour ago
L
Senior Director, Integrated Talent Solutions
Ladders
Toronto, ON
- $206,000 to $308,000 CAD / year
- Full-time
This leader will shape enterprise talent acquisition strategy across a complex, global organization with an emphasis on workforce planning, market intelligence, and data-driven…
Added 2 hours ago
MS
Capture Manager – Payload
MDA Space
Sainte-Anne-de-Bellevue, QC
- Full-time
The Capture Manager’s primary focus is to accomplish key activities related to the front end of the business. The main objectives are to provide leadership in new business capture…
Added 2 hours ago
I
Controller
isgSearch
Toronto, ON · Greater Toronto Area, Canada
- $130,000 to $160,000 CAD / year
- Full-time
Partner with ownership and the senior management team on reporting, strategy and growth plans
Added 2 hours ago
HT
Financial Manager - PLM (Product Line Mgmt)
Husky Technologies
Bolton, ON
- Full-time
We are looking for a high-impact Finance Manager FP&A to act as a true business partner to our Product Line leadership team.
Added 2 hours ago
HT
Director, Finance (CSM)
Husky Technologies
Bolton, ON
- Full-time
The Finance Director serves as a strategic business partner to the Leadership Team in support of Husky’s Global Service Business and Customer Success Management strategy. This role provides…
Added 2 hours ago
MS
Business Operations manager-AI program manager
MDA Space
Sainte-Anne-de-Bellevue, QC
- Full-time
We are seeking an AI Program Manager to partner with local business departments and enable the responsible adoption of AI across the business unit. This role serves as the operational and…
Added 2 hours ago
FV
Founder, AI Insurance
Forum Ventures
Canada
- Full-time
A validation partner with proven playbooks, networks, and the systems to validate, unlock your ICP, ignite your sales pipeline, and beyond
Added 2 hours ago
LS
Lean Six Sigma Consultant – Accredited Provider Partner (BB/MBB)
Lean Six Sigma Bureau
Canada
- Full-time
Book a 1:1 strategy call, where we review your business, your goals and the partnership options, and decide together whether it’s a fit
Added 2 hours ago
TA
Senior Maintenance Manager-FR
Top Aces
Saguenay, QC
- Full-time
Support policy development, organizational strategy, and key business decisions.
Added 2 hours ago
CA
Senior BI Analytics Governance Specialist
Co-operators Assurance et services financiers
Quebec, QC
- Full-time
…resilient society and our team is essential to deliver on this strategy. That’s why we prioritize our people, to ensure we provide a strong culture and development opportunities which…
Added 2 hours ago
CA
Client Service Representative (Bilingual)
Co-operators Assurance et services financiers
Guelph, ON
- Full-time
…resilient society and our team is essential to deliver on this strategy. That’s why we prioritize our people, to ensure we provide a strong culture and development opportunities which…
Added 2 hours ago
CA
Bilingual Service Representative
Co-operators Assurance et services financiers
Burlington, ON
- Full-time
…resilient society and our team is essential to deliver on this strategy. That’s why we prioritize our people, to ensure we provide a strong culture and development opportunities which…
Added 2 hours ago
TA
Industry Liaison and Industrial & Technological Benefits (ITB) Manager-FR
Top Aces
Dorval, QC
- Full-time
…U.S., Germany, and multiple other NATO allies and international partner…
Added 2 hours ago
CA
Senior BI Analytics Governance Specialist
Co-operators Assurance et services financiers
Calgary, AB
- Full-time
…resilient society and our team is essential to deliver on this strategy. That’s why we prioritize our people, to ensure we provide a strong culture and development opportunities which…
Added 2 hours ago
TA
Recruitment Manager-FR
Top Aces
Dorval, QC
- Full-time
Develop and execute the recruitment strategy in alignment with workforce plans and business priorities.
Added 2 hours ago
CA
Senior BI Analytics Governance Specialist
Co-operators Assurance et services financiers
Toronto, ON
- Full-time
…resilient society and our team is essential to deliver on this strategy. That’s why we prioritize our people, to ensure we provide a strong culture and development opportunities which…
Added 2 hours ago
CA
Senior BI Analytics Governance Specialist
Co-operators Assurance et services financiers
Guelph, ON
- Full-time
…resilient society and our team is essential to deliver on this strategy. That’s why we prioritize our people, to ensure we provide a strong culture and development opportunities which…
Added 2 hours ago
CA
Senior BI Analytics Governance Specialist
Co-operators Assurance et services financiers
Montreal, QC
- Full-time
…resilient society and our team is essential to deliver on this strategy. That’s why we prioritize our people, to ensure we provide a strong culture and development opportunities which…
Added 2 hours ago
TA
Senior Director, Marketing & Communications-FR
Top Aces
Dorval, QC
- Full-time
…and leading Top Aces' marketing, brand, and communications strategy. The role leads a team of marketing and communications professionals and ensures that the company's messaging, brand…
Added 2 hours ago
HT
Talent Acquisition Partner
Hudson Talent Solutions
Ottawa, ON
- $95,000 to $100,000 CAD / year
- Full-time
Hudson Talent Solutions is a global talent advisory and workforce solutions partner, helping organizations find, attract, hire, and retain the talent they need to grow: smarter, faster, and…
Added 3 hours ago
D
Sales Manager - M/W
Dayuse.com
Montreal, QC
- Full-time
Dayuse is the #1 global leader in daytime hotel bookings: 10,500+ partner hotels, 30 countries, €1B in business volume generated. We're an international Travel Tech scale-up - part…

K&K Global Talent Solutions INC.

Data Architect (Databricks)

ON, Canada
Ontario, Canada, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Dec 9, 2026
Experience: Experience: 10+ years designing data warehouse and lakehouse solutions, with at least 5+ years of hands-on Databricks/Delta Lake and Snowflake/API-driven ingestion experience.
Posting language: English
Posted: Nov 9, 2026

Original job description

Position: Data Architect (Databricks & Medallion)

Location: Hybrid- Toronto, ON

Job type: Full-time/Permanent hiring

The Senior Data Architect will design the end-to-end data platform for APEX, ingesting call center telephony and quality data from Genesys A3S Snowflake and Verint WFM feeds, and delivering it through a Bronze/Silver/Gold (Medallion) architecture into a Kimball-style reporting layer. This role requires deep hands-on expertise in dimensional modeling, Databricks/Delta Lake, Spark SQL, and API-driven ingestion to deliver reliable, production-grade analytics for sales and telephony reporting.

Roles & Responsibilities

Medallion Architecture: Design Bronze/Silver/Gold data flow for Genesys A3S Snowflake and Verint sources.
Ingestion Strategy: Define ingestion cadence and watermarking strategy per source, based on true data freshness.
Star Schema Design: Design Gold-layer star schema (facts, dimensions) to support sales and telephony reporting.
Data Integrity & Idempotency: Define data integrity checks, batch control, idempotency, and failure-recovery patterns for each ingestion pipeline.
Architecture Documentation: Document architecture decisions and trade-offs for both engineering and business audiences.
Parallel-Run & Decommission: Partner with the existing CCARS pipeline team during the parallel-run and decommission phases.
Dimensional Modeling: Lead Kimball star schema, fact/dimension design, grain definition, and SCD Type I/II modeling.
Databricks Optimization: Tune Databricks workloads for cost and performance at scale (cluster sizing, job clusters vs. all-purpose, Photon).
SQL Expertise: Write and review production-grade transformation logic in both T-SQL (SQL Server) and Spark SQL.
Data Integrity Enforcement: Enforce referential integrity, deduplication, reconciliation, validation/audit checks, and late-arriving data handling.
API Integration at Scale: Consume and design around REST APIs at scale (pagination, rate limiting, async job patterns, per-entity fan-out APIs).
Multi-Source Ingestion: Ingest from external Snowflake sources, vendor exports (flat files, SFTP, APIs), normalizing non-standardized formats during landing.
High-Volume Pipeline Design: Design pipelines handling millions of records/day, with backpressure, retry, and failure isolation.
Orchestration & Scheduling: Work with Azure Data Factory, Databricks Workflows, and job scheduling (AutoSys or similar).
Azure Ecosystem: Work with Azure ecosystem tools (Databricks, ADF, SQL Managed Instance, Key Vault) and Python/PySpark for pipeline/transformation logic.

Required Technical Competencies

Experience: 10+ years designing data warehouse and lakehouse solutions, with at least 5+ years of hands-on Databricks/Delta Lake and Snowflake/API-driven ingestion experience.
Dimensional Modeling (Primary): Deep, hands-on Kimball star schema, fact/dimension design, grain definition, SCD Type I/II expertise.
Medallion Architecture (Primary): Proven experience designing Bronze/Silver/Gold Lakehouse architectures.
Databricks & Delta Lake (Primary): Strong hands-on expertise with Delta tables, ACID transactions, Z-ordering, optimize/vacuum, and workload tuning for cost/performance at scale.
SQL (Primary): Expert-level T-SQL and Spark SQL - complex joins, window functions, query tuning, indexing, partitioning strategy.
Data Integrity: Strong track record enforcing referential integrity, deduplication, reconciliation, validation/audit checks, and late-arriving data handling.
Databases (In and Out): Deep hands-on knowledge of relational databases (SQL Server preferred), understanding OLTP vs. OLAP design differences.
API Integration: Experience consuming and designing around REST APIs at scale (pagination, rate limiting, async job patterns).
Multi-Source Ingestion: Experience integrating Genesys Snowflake, vendor exports (Verint-style flat files, SFTP, APIs), with schema drift tolerance.
High-Volume Pipelines: Track record designing pipelines handling millions of records/day, with backpressure, retry, and failure isolation design.
Programming & Tooling: Python or PySpark for pipeline/transformation logic; familiarity with Azure ecosystem (Databricks, ADF, SQL Managed Instance, Key Vault).
Orchestration: Experience with Azure Data Factory, Databricks Workflows, or equivalent; job scheduling (AutoSys or similar a plus).
Preferred Domain: Prior experience with Genesys Cloud or Verint data models, contact center/telephony domain knowledge, and parallel-run migration strategies.

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More about this job

Responsibilities

Design and deliver a production-grade Databricks lakehouse using Bronze, Silver, and Gold layers, including ingestion from Genesys Snowflake and Verint sources and a Kimball-style reporting layer. Define dimensional models, data quality and recovery controls, scalable API and batch pipelines, workload optimization, and architecture documentation while supporting parallel-run and decommissioning activities.

Requirements

Requires 10+ years designing data warehouse and lakehouse solutions, including at least 5 years of hands-on Databricks/Delta Lake and Snowflake or API-driven ingestion experience. Candidates need strong Kimball modeling, T-SQL and Spark SQL, data integrity, high-volume pipeline, API integration, and Azure orchestration expertise; contact center or Genesys/Verint experience is preferred.

Skills

Kimball Dimensional Modeling
Medallion Architecture
Databricks
Delta Lake
Spark SQL
T-SQL
Python
PySpark
Snowflake
REST API Integration
Azure Data Factory
Databricks Workflows
Data Integrity
Pipeline Orchestration
Performance Optimization
Schema Design

Visa sponsorship

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Keywords

Databricks
Delta Lake
Medallion Architecture
Bronze/Silver/Gold
Kimball Modeling
Star Schema
Dimensional Modeling
Slowly Changing Dimensions
Spark SQL
T-SQL
Snowflake
Genesys A3S
Verint
REST APIs
Python
PySpark
Azure Data Factory
Databricks Workflows
SQL Server
Azure SQL Managed Instance
Azure Key Vault
Data Ingestion
Data Integrity
Idempotency
Data Reconciliation
Schema Drift
High-Volume Pipelines
AutoSys
Contact Center Analytics
Parallel-Run Migration

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