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Added 1 min ago
TS
Store Associate
The Salvation Army Canada and Bermuda Territory
Richmond, BC
- Full-time
…necessities such as food, clothing and shelter. In addition, we support people experiencing unemployment, addiction and family challenges. We continually adapt and innovate to meet emerging…
Added 1 min ago
G
Electro-Mechanical Designer
Gorbel
Elmira, ON · ELS Union Street
- Full-time
Comprehend the project technical objectives. Create and manage the design to this end through collaboration with sales, project management and production groups.
Added 1 min ago
B
Sales Associate TPS
BMO
Montreal, QC · DEMA
- Full-time
Attends industry forums and community events, enhancing the Bank’s brand, staying updated on market trends, and leveraging insights to support sales strategies.
Added 1 min ago
AA
sales pro
Advance Auto Parts
St. Catharines, ON
- $17.95 to $21.55 CAD / hour
- Full-time
Advanced level DIY sales position with expert knowledge of DIY business. The role has expert knowledge of store operations, advanced automotive system knowledge and parts knowledge. This…
Added 1 min ago
HS
Territory Sales Manager
Hercules SLR
Winnipeg, MB
- Full-time
At Hercules, you’ll sell crane inspections, repairs, and new crane solutions, backed by an experienced technical team. You’ll have autonomy in the field, clear sales goals, professional…
Added 16 mins ago
LS
Business System Analyst
LeverageTek Staffing Solutions
Gatineau, QC
- $80,000 to $90,000 CAD / year
- Temporary
Experience managing support tickets, troubleshooting technical issues, and responding to end-user requests
Added 16 mins ago
A
Senior Product Manager
Aviso
Toronto, ON
- $120,000 to $135,000 CAD / year
- Full-time
…stories and other work are clear and ordered for implementation; support your Product Owners in doing the same, without taking ownership of engineering implementation or technical…
Added 16 mins ago
RI
Senior Digital Marketing Manager
RedRhino Inc.
London, ON
- Full-time
Strategize, advise & contribute to the concepting of landing pages that support all digital advertising campaigns.
Added 16 mins ago
M
Applications Engineer
Magnus
Calgary, AB
- Full-time
Provide technical support to internal and external sales teams on water treatment equipment selection and applications.
Added 31 mins ago
HG
DC Associate Driver - Inbound 1st Shift (Tier 1)
H&M Group
Ajax, ON
- Full-time
As a DC Associate order picker Driver, you will support the team in delivering efficient and smooth service with excellent garment care to our customers, following our best practice and…
Added 31 mins ago
CB
Head of Platform Engineering
Canadian Bank Note Company
Ottawa, ON
- Full-time
You will lead platform teams, translate CBN's vision into the platform roadmap, own technical direction, and stay close to implementation through design reviews, infrastructure-code reviews…
Added 46 mins ago
MA
Account Manager
Mosaic AI
Toronto, ON
- Other
Mosaic AI is the only enterprise AI platform built for technical support in highly configurable, multi-product companies. We unify the customer, product, and support context scattered…
Added 46 mins ago
M
Director of Product Development
Mitsoh
AB · Greater Edmonton Metropolitan Area
- Full-time
…Director partners closely with Operations, Quality Assurance, Sales and Marketing, and Finance, and works directly with the production team on the plant floor during trials and first…
Added 46 mins ago
CB
Head of Platform Engineering
Canadian Bank Note Company, Limited
Ottawa, ON
- Full-time
You will lead platform teams, translate CBN's vision into the platform roadmap, own technical direction, and stay close to implementation through design reviews, infrastructure-code reviews…
Added 46 mins ago
H
DC Associate Driver - Inbound 1st Shift (Tier 1)
H&M
Ajax, ON
- Full-time
As a DC Associate order picker Driver, you will support the team in delivering efficient and smooth service with excellent garment care to our customers, following our best practice and…
Added 46 mins ago
LE
Talent & Culture Specialist
LG Electronics Canada
Toronto, ON · North York, ON
- Full-time
…pipelines for key roles, strengthen employer branding, and support culture, engagement and employee communications across an organization of approximately 300 employees. This role is well…
Added 46 mins ago
DI
General Manager
Drake International
Cambridge, ON
- $100,000 to $140,000 CAD / year
- Full-time
Support budgeting, forecasting, pricing and financial planning, using performance information to identify opportunities and address challenges.
Added 46 mins ago
IG
Rental & Repairs Associate
Insight Global
Barrie, ON
- $45,000 to $50,000 CAD / year
- Full-time
Experience with two-way radio equipment, radio programming, radio repair, rentals coordination, service support, or a related technical operations environment is preferred.
Added 46 mins ago
Talent Acquisition & Culture Specialist
Human Resources
Toronto, ON
…pipelines for key roles, strengthen employer branding, and support culture, engagement and employee communications across an organization of approximately 300 employees. This role is well…
Added 1 hour ago
KB
Helly Hansen - Assistant Store Manager @The Westin Resort
Kontoor Brands, Inc.
Whistler, BC
- Full-time
…well stocked. Will adapt visual merchandising as needed to support sales and product…
Added 1 hour ago
MA
Solutions Engineer
Mosaic AI
Toronto, ON
- Full-time
Mosaic AI is the only enterprise AI platform built for technical support in highly configurable, multi-product companies. We unify the customer, product, and support context scattered…
Added 1 hour ago
MA
Sales Development Representative
Mosaic AI
Toronto, ON
- Full-time
We're hiring a Sales Development Representative to open conversations with the leaders who run technical support at mid-market and enterprise companies. Most of your day is on the phone.…
Added 1 hour ago
SP
Business Development Manager
Staff Plus
Burlington, ON
- Full-time
Are you an experienced industrial B2B sales professional who can turn technical customer needs into long-term commercial opportunities?
Added 1 hour ago
D
Business Development Manager- Toronto
Digicast
Toronto, ON
- Full-time
We are looking for a strategic, driven, relationship-focused sales professional to build and grow Digicast’s Toronto market.
Added 1 hour ago
KC
Senior Engineering Manager, Identity Platform
Kaseya Careers
Toronto, ON
- $170,000 to $220,000 CAD / year
…shaping the future of IT: whether you're in engineering, product, sales, marketing, customer support, or operations, your work helps protect, defend, and optimize IT environments across the…

K&K Global Talent Solutions INC.

Data Architect (Databricks)

ON, Canada
Ontario, Canada, Canada

Full-time

Apply About employer

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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

Not detected in the job text

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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