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Data Engineer
DeepLight AI · Dubai
Hybrid: DubaiFull TimeConsulting Services
Posted 5 months ago
Job description
Responsibilities
- Design, build and optimise scalable data solutions using Lakehouse architectures (data lake + data warehouse) and advise stakeholders on architectural trade-offs.
- Develop, maintain and monitor reliable data ingestion and ETL/ELT pipelines for batch, streaming and real-time data sources.
- Ensure ACID properties, schema evolution, high data quality and implement data governance (security, privacy, integrity, compliance, auditing).
- Optimise storage, compute and query performance for BI and ML workloads using partitioning, indexing and parallel processing.
- Implement CI/CD for data and ML lifecycles, automate data validation, model training, deployment and infrastructure provisioning.
- Deploy, manage and scale machine learning models into production using MLOps best practices; implement model serving and rollout strategies.
- Establish monitoring for model performance, data drift and model decay; implement alerting and remediation workflows.
- Maintain version control and tracking for code, datasets and model artifacts (eg. MLflow or equivalent).
- Produce clear technical documentation, data flow diagrams and operational runbooks.
Requirements
- Lakehouse expertise
- Spark experience
- Kafka experience
- SQL proficiency
- Python / Scala
- ETL / ELT
- MLOps experience
- CI/CD pipelines
- Docker / Kubernetes
- Cloud platforms
Preferred Qualifications
- Hands-on experience with Databricks and Delta Lake.
- Experience with model serving frameworks (TensorFlow Serving, SageMaker or equivalent).
- Familiarity with experiment tracking tools such as MLflow.
- Prior work in financial services or enterprise AI projects.
- Strong communication skills and experience working in multidisciplinary teams.
Benefits
- Competitive salary and performance bonuses
- Comprehensive health insurance
- Annual leave and paid leave
- Professional development and certification support
- Flexible / hybrid working arrangements
- Career progression on fast-growing AI projects
About the Company
DeepLight AI is a specialist AI and data consultancy delivering intelligent enterprise systems across multiple industries with particular depth in financial services. The team combines data science, statistical modelling, AI/ML technologies, workflow automation and systems integration to build practical, production-grade solutions for complex business operations. This role is based in the UAE and offers the opportunity to work on cutting-edge AI initiatives with a collaborative team.
Skills & tools
DatabricksDelta LakeSparkKafkaSQLPythonScalaMLOpsMLflowDockerKubernetesAWSAzureGCPModel MonitoringETL/ELTData LakehouseCI/CD
What the team is looking for
Use this list as a quick fit check before you apply.
- 01Lakehouse expertise
- 02Spark
- 03Kafka
- 04SQL
- 05Python
- 06Scala
- 07MLOps
- 08CI/CD
- 09Docker
- 10Kubernetes
- 11Cloud platforms
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DeepLight AI
Dubai
Job details
- Work model
- Hybrid: Dubai
- Commitment
- Full Time
- Category
- Consulting Services
- Posted
- 5 months ago