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Data Architect

External
DEEEPLABS PTE. LTD. logoDeeeplabs · Thye Hong Centre, Singapore
S$96K–S$144K/yrFull-timeUnknown6d ago
Information Technology
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Responsibilities

  • Architecture & Design
  • Design and implement modern data platform architectures using:
  • Azure: Data Lake Gen2, Synapse Analytics, Data FactoryMicrosoft Fabric: OneLake, Dataflows Gen2, Pipelines, Direct Lake, Semantic ModelsDatabricks: Data engineering, ML, and real-time analyticsAWS: Glue, Athena, Redshift, EMR, RDS, Kinesis, S3, Lambda
  • Define enterprise lakehouse and warehouse architectures, including medallion (Bronze/Silver/Gold) patterns
  • Build end-to-end pipelines (ingestion → transformation → modeling → serving)
  • Design Power BI solutions with Direct Lake, Lakehouse, or Warehouse connectivity
  • Governance & Security
  • Define data governance, security, and compliance frameworks in collaboration with IT security teams.
  • Collaborate with governance teams to integrate Microsoft Purview for data cataloging, classification, lineage, and sensitivity labeling.
  • Define and enforce RBAC, managed identity access, private endpoint strategy, and DLP policies across all data services.
  • Ensure compliance with regulatory frameworks such as GDPR, PDPA, or HIPAA
  • Performance & Cost Optimisation
  • Optimise performance and cost by selecting appropriate storage and compute SKUs, caching, partitioning, and workload management strategies.
  • Implement real-time ingestion and streaming solutions using Real-Time Hub and Event Streams in Fabric.
  • Infrastructure as Code & Cloud Deployment
  • Design and deploy cloud infrastructure using Terraform (mandatory)
  • Implement end-to-end infrastructure provisioning, including:Data services (Fabric, Databricks, Synapse, Glue, Redshift, etc.)Networking (VNet/VPC, subnets, routing, firewalls, private endpoints)Security (IAM roles, Key Vault / Secrets Manager, encryption, policies)
  • Build and maintain CI/CD pipelines using Azure DevOps or GitHub Actions
  • Ensure environments are repeatable, version-controlled, and production-ready
  • Collaboration & Leadership
  • Work closely with Data Engineers, BI Developers, Data Scientists, and Business Analysts to translate business requirements into technical designs.
  • Mentor technical teams in implementing best practices for data architecture, DevOps, and CI/CD automation.
  • Participate in cloud transformation initiatives, migrations, and legacy modernization projects.
  • Required Skills and Experience
  • Core Technical Skills
  • Azure Services: Synapse Analytics, Data Factory, Data Lake Gen2, Key Vault, Monitor, Purview, Event Hub, Functions, Storage Accounts, Private DNS
  • Microsoft Fabric: OneLake, Pipelines, Notebooks, Semantic Models, Real-Time Hub, Data Activator
  • Databricks: Delta Lake, Unity Catalog, MLflow, Delta Live Tables, Job Clusters, Notebooks
  • AWS Services: AWS Glue, Athena, RDS, Kinesis, etc
  • Power BI: Advanced DAX, deployment pipelines, pbip projects, dataset modeling
  • Security: Private Endpoints, RBAC, Managed Identity, network isolation, Purview integration
  • Infrastructure-as-Code: Terraform, ARM Templates, Azure DevOps or GitHub Actions for CI/CD
  • Added advantage: experience with implementing AI/ML services in Azure/AWS or Databricks

Requirements

  • Minimum 5 years in data architecture or equivalent roles
  • At least 5 years of experience in Azure data stack
  • Hands-on experience with Microsoft Fabric and production workloads in Databricks
  • Proven experience implementing secure and governed enterprise data platforms
  • Preferred Certifications
  • Microsoft Certified: Azure Solutions Architect Expert
  • Microsoft Certified: Fabric Analytics Engineer Associate
  • Databricks Certified Data Engineer (Associate/Professional)
  • Microsoft Certified: Azure Data Engineer Associate
  • Soft Skills
  • Strong communication and stakeholder management skills
  • Analytical mindset with a problem-solving attitude
  • Familiarity with Agile and DevOps methodologies
  • Ability to work across cross-functional teams in multi-cloud or hybrid environments

Additional Information

Job Summary We are seeking an experienced Azure/AWS Data Architect to lead the design and implementation of secure, scalable, and high-performance data platforms. This role is responsible for defining end-to-end architecture across Azure, AWS, Microsoft Fabric, and Databricks , enabling advanced analytics, AI, and business intelligence capabilities. The ideal candidate will have strong expertise in modern data lakehouse architectures , AWS/Azure deployments , and infrastructure automation , with the ability to translate business requirements into robust, production-ready solutions.


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