Data Engineer - AI-Ready Data Products & Platform Delivery

Amana Group; Abu Dhabi; On-site; AED 210,000 - 330,000; Full time

Job summary

Amana Group in the United Arab Emirates seeks a Data Engineer to design and deliver end-to-end data products across multiple domains. You will build robust data ingestion from enterprise systems, lead Databricks-based pipelines, and implement data quality and governance controls.

You will mentor peers and partner with data scientists to enable AI-ready data assets. You will own operational health, apply DataOps practices, and contribute to reusable frameworks while delivering Power BI semantic

Qualifications

• 5+ years hands-on data engineering experience with Databricks, Spark and Delta Lake in production.
• Experience integrating enterprise sources such as Oracle Fusion, SAP, Microsoft Dynamics, or CMiC, including incremental and API-based extraction.
• Data quality and access controls implemented via Unity Catalog, Purview, or equivalent tooling.
• Strong SQL, Python, and PySpark with Git-based CI/CD delivery (Azure DevOps or equivalent).
• Excellent written and verbal communication across technical and business audiences.

Responsibilities

• Design and deliver end-to-end data products across assigned business domains.
• Lead migrations within Synapse Analytics to Databricks and re-engineer pipelines, manage parallel loads, and prepare for cutover.
• Contribute reusable data engineering frameworks, templates and patterns; propose improvements to standards.
• Implement data quality, governance controls, and data-health monitoring across domains.
• Own the operational health of domains: monitoring, alerting, incident response and root-cause fixes.
• Build AI-ready data products, feature tables and document pipelines for ML use cases with Data Scientist and AI Engineer.
• Deliver Power BI semantic models and certified datasets supporting self-service adoption.

Skills

Data engineering

Databricks

Apache Spark

Delta Lake

SQL

Python

PySpark

Git CI/CD

Azure DevOps

Communication

Tools

Databricks

Apache Spark

Delta Lake

Unity Catalog

Microsoft Purview

Power BI

Azure DevOps

Git

Job description

Amana Group in the United Arab Emirates seeks a Data Engineer to design and deliver end-to-end data products across multiple domains. You will build robust data ingestion from enterprise systems, lead Databricks-based pipelines, and implement data quality and governance controls.

You will mentor peers and partner with data scientists to enable AI-ready data assets. You will own operational health, apply DataOps practices, and contribute to reusable frameworks while delivering Power BI semantic