Data Modelling & Engineering Lead
Role Overview
Deeplight is an AI and data consultancy serving enterprise clients, with deep roots in UAE financial services and retail banking.
The lead takes single accountability for enterprise data models, business definitions, pipeline code quality, and engineering standards across banking engagements in Dubai.
The role bridges conceptual data structures and production engineering across retail banking modernizations, mobile banking backends, and real-time customer journeys.
Key Skills for This Role
Full Job Posting
Opportunity
Deeplight is an AI and data consultancy serving enterprise clients, with deep roots in UAE financial services and retail banking.
The lead takes single accountability for enterprise data models, business definitions, pipeline code quality, and engineering standards across banking engagements in Dubai.
The role bridges conceptual data structures and production engineering across retail banking modernizations, mobile banking backends, and real-time customer journeys.
What you’ll do
- Own, design, and maintain canonical data models, schemas, and business glossaries to ensure semantic consistency across project streams.
- Set engineering standards for pipeline frameworks, code quality, automated testing, environment strategies, and CI/CD automation.
- Direct senior data engineers embedded in project squads and align their work with shared components, architecture principles, and engineering patterns.
- Conduct hands-on reviews of vendor codebases, evaluate engineering approaches, and audit data artifacts before production release.
- Review engineering content in Steering Committee packs and independently validate vendors’ completion and delivery-velocity claims.
- Test whether engineering estimates and change requests are technically justified.
- Investigate project delays to determine whether code quality or environment issues are the cause.
- Present technical decisions and solutions persuasively, build trust, and explain their business value to senior stakeholders.
What we’re looking for
- 10+ years of hands-on data engineering and modelling experience, including 4+ years leading engineering standards or platform teams in consultancies or major banks.
- Solid experience modelling and engineering enterprise data solutions in Retail Banking Group environments.
- Direct experience building or modelling high-throughput, real-time data backends for consumer mobile banking apps and digital customer journeys.
- Deep conceptual, logical, and physical data modelling expertise, including ERD, Data Vault 2.0, Dimensional/Kimball, and JSON/Avro, across batch and real-time streaming.
- Exceptional verbal, written, and visual communication, including translating complex engineering metrics into executive-ready insights.
- Proven ability to present to technical and business executives, defend standards under scrutiny, and manage vendor friction constructively.
Additional technical strengths
- Advanced fluency in SQL, Python, PySpark/Databricks, Snowflake/BigQuery, Kafka/Event Hubs, dbt, and AWS/Azure cloud data platforms is an advantage.
- Direct experience leading data engineering or modelling initiatives for major banks in the UAE or GCC is an advantage.
Benefits
- Competitive salary, personal health insurance, visa sponsorship, and professional development and certification support.
- Role-related subscription reimbursement, monthly employee incentive program, and career advancement opportunities.
- Opportunity to work on AI projects with technical peers and serve as an engineering authority to executive client sponsors.
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