Data Enablement Engineer: Platform Onboarding & Training

Scotiabank; Dallas (TX); On-site; USD 110,000 - 150,000; Full time

Job summary

Scotiabank is seeking a Data Enablement Engineer to support onboarding and adoption of enterprise data ingestion and transformation platforms. You will turn platform capabilities into clear documentation, training materials, and operating guidance for platform users.

This role emphasizes communication across platform engineering, data owners, analysts, governance partners, and business stakeholders to bridge technical details with user needs and ensure effective enablement across teams.

Qualifications

• 5+ years in enterprise technology or data platforms.
• Experience with data ingestion, transformation, and governed delivery.
• Knowledge of data lakes/lakehouses and medallion architecture concepts.
• Ability to translate technical concepts into user guidance and training.
• Strong written and verbal communication across technical and non-technical audiences.
• Coordinate across platform engineering, governance, security, operations, and analytics.
• Comfortable enabling platform adoption without owning day-to-day coding.
• Preferred: Azure Databricks, ADLS, Unity Catalog, data catalogs, data quality tooling.

Responsibilities

• Support onboarding activities for teams using enterprise data ingestion and transformation platforms.
• Create and maintain enablement materials such as usage guides, onboarding checklists, FAQs, access guidance, training decks, and support documentation.
• Help users understand approved platform patterns for ingestion, transformation, data quality, lineage, access, and consumption.
• Coordinate with platform engineering and operations teams to keep documentation aligned with current platform capabilities and known constraints.
• Facilitate working sessions with source-system teams, data engineering teams, analytics teams, and AI/ML consumers to understand onboarding needs.
• Capture requirements, blockers, open questions, and user feedback, then route them to governance, security, or operations partners.
• Support communication of platform readiness, support paths, release constraints, and operating expectations to users.
• Help maintain status tracking for onboarding activities and documentation updates.
• Apply knowledge of ingestion patterns, data pipelines, medallion layers, metadata, data quality, access controls, lineage, and analytics consumption.
• Identify usability gaps and documentation opportunities to improve platform experience.
• Support functional validation of onboarding flows, training content, and user guidance.
• Help teams understand governance-by-design expectations, data classification, access management, and audit responsibilities.

Skills

5+ years experience

Enterprise data platforms

Data lakes / lakehouses

Databricks

Clear user guidance & training

Cross-functional coordination

Effective communication

Education

Bachelor’s degree in Information Systems

Tools

Azure Databricks

Unity Catalog

Data catalogs

Data quality tooling

Orchestration platforms

ADLS

Job description

Scotiabank is seeking a Data Enablement Engineer to support onboarding and adoption of enterprise data ingestion and transformation platforms. You will turn platform capabilities into clear documentation, training materials, and operating guidance for platform users.

This role emphasizes communication across platform engineering, data owners, analysts, governance partners, and business stakeholders to bridge technical details with user needs and ensure effective enablement across teams.