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Added 28 mins ago
KG
Data Architect (Databricks)
K&K Global Talent Solutions INC.
ON · Ontario, Canada
- Full-time
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…
Added 2 hours ago
TA
Technical Standards and Training Instructor-FR
Top Aces
Quebec, QC
- Full-time
The Technical Standards and Training Instructor will be required to liaise with Top Aces staff as needed to develop, manage and continuously improve the Top Aces’ Maintenance Training…
Added 10 hours ago
DC
Environmental Student
Dillon Consulting Limited
Fredericton, NB
- Other
…active, ongoing engagement with our Health & Safety processes and platform, and the active, ongoing identification and reporting of health and safety…
Added 10 hours ago
AC
Associate Manager, Subscriptions
Arts Club Theatre Company
Vancouver, BC
- $56,000 to $62,000 CAD / year
- Full-time
…direction, targeted database segmentation, and post-campaign…
Added 19 hours ago
FI
Principal Software Engineer - Zynque
Fulfillment IQ
Remote, Canada
- $175,000 to $210,000 CAD / year
- Full-time
- Remote
Own technical direction and architecture evolution of a live, revenue-generating platform
Added 22 hours ago
SM
RQ11734 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking an experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 22 hours ago
SM
RQ11731 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 22 hours ago
SM
RQ11734 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking an experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 22 hours ago
SM
RQ11731 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 22 hours ago
SM
RQ11734 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking an experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 22 hours ago
SM
RQ11731 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 1 day ago
CP
AI Product Owner
Constellation Payments
Toronto, ON
- Full-time
…transition, migrating our merchant portfolio from a legacy platform onto CSIPay, our owned, AI-first payment gateway. In this role you will translate real partner needs into…
Added 1 day ago
SM
RQ11731 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 1 day ago
SM
RQ11734 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking an experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 1 day ago
SM
RQ11734 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking an experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 1 day ago
SM
RQ11731 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 1 day ago
SM
RQ11731 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking a highly experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 1 day ago
SM
RQ11734 – Business Analyst – Senior (Onsite)
S M Software Solutions Inc
Toronto, ON
- Internship
We are seeking an experienced Senior Business Analyst to lead business analysis activities for large-scale digital initiatives, enterprise platform features, integrations, and the…
Added 1 day ago
HH
Senior AI Automation & Platform Architect
Health Hue Digital
Remote, Canada
- Full-time
- Remote
We are looking for a technical powerhouse to architect the automated infrastructure behind our plastic surgery and medical spa clients. This is not a settings-manager role; it is an…
Added 1 day ago
LC
Software Development Manager
Lightspeed Commerce, Inc.
Remote, Canada
- Full-time
- Remote
Lightspeed Financial Services is looking for a Software Development Manager in North America to grow and lead our technical team within the Financial Services organization.
Added 1 day ago
A
Software Architect: AEC Platform Data
Autodesk
Quebec, QC
- Full-time
Added 1 day ago
A
Software Architect: AEC Platform Data
Autodesk
Montreal, QC
- Full-time
Added 1 day ago
A
Software Architect: AEC Platform Data
Autodesk
Toronto, ON
- Full-time
Added 2 days ago
WH
Lead, WELLTrust Consent & Patient Experience Program
WELL Health Technologies Corp. (TSX: WELL)
Vancouver, BC
- $115,000 to $135,000 CAD / year
- Full-time
Act as the business-side interface to the IT and Data team. Gather requirements and translate them into technical direction across identity, consent, CRM, EMR and data platforms.Track…
Added 2 days ago
A
Principal Data Scientist
Autodesk
Montreal, QC
- Full-time
…company has an accurate and practical understanding of our cloud platform usage health and ensuring we can understand our customers better and make data-driven decisions as an organization…

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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