Senior Data Engineer
$140k - $150kWatchGuard Technologies Inc
We are looking for a Senior Data Engineer to join our growing data platform team. You will own the design, build, and reliability of our cloud-native data lakehouse — from raw ingestion through to analytics-ready Gold tables. You will work closely with data analysts, analytics engineers, and product stakeholders to deliver trusted data at speed, while championing data quality and observability as first-class concerns. This role sits at the intersection of data engineering and platform engineering — you will be expected to think in architectures, not just pipelines. What You Will Do Data Platform & Pipeline Engineering
- Design, build, and maintain scalable ETL/ELT pipelines using Azure Data Factory (ADF) and Apache Airflow, processing structured and semi-structured data across the Medallion architecture (Bronze → Silver → Gold).
- Implement incremental load patterns, change data capture (CDC), and event-driven ingestion to ensure data freshness across the platform.
- Build and optimise Snowflake data warehouse objects — tables, views, dynamic tables, streams, tasks, and stored procedures — for performance and cost efficiency.
- Develop modular, tested dbt models aligned to each Medallion layer, enforcing consistent naming conventions, documentation, and lineage across all transformations.
- Embed automated data validation at every Medallion layer using Elementary (dbt's observability layer), ensuring anomaly detection, freshness checks, and schema drift alerts are in place before data reaches consumers.
- Define and enforce data contracts between producers and consumers — row count checks, null rate thresholds, referential integrity, and value domain validation.
- Build and maintain data quality dashboards to give engineering and business stakeholders real-time confidence in platform health.
- Manage and optimise Azure Data Lake Storage Gen2 (ADLS) — folder structures, lifecycle policies, access tiers, and partition strategies.
- Build and maintain Azure Functions and Azure Logic Apps for lightweight event-driven processing, orchestration triggers, and operational automation.
- Manage secrets, credentials, and environment-specific configuration securely using Azure Key Vault — no hardcoded credentials in pipelines or code.
- Contribute to infrastructure-as-code practices for provisioning Azure data services (Terraform or Bicep preferred).
- Translate ambiguous business requirements into well-defined data models and pipeline designs, working with analysts and stakeholders to validate assumptions before build.
- Participate in code reviews, enforce standards, and mentor junior engineers on data engineering best practices.
- Support CI/CD adoption for pipeline and dbt model deployment across Dev / Test / Prod environments.
- Advanced SQL — window functions, CTEs, recursive queries, query profiling
- Snowflake-native features: streams, tasks, snowpipe, dynamic tables, row-level security
- Virtual warehouse tuning and credit cost optimisation
- Writing, testing, and documenting production dbt models
- Elementary integration for data observability and anomaly detection
- dbt incremental strategies, snapshots, and semantic layer
- Azure Data Factory — pipeline authoring, triggers, parameterisation, linked services
- ADLS Gen2 — zone/folder design, lifecycle management, Parquet/Delta partitioning
- Azure Key Vault — secret management, managed identities
- Azure Functions / Logic Apps — event-driven triggers and lightweight automation
- DAG authoring, task dependencies, XCom, sensors, and connection management
- Airflow deployment and monitoring in cloud-hosted environments
- Data pipeline scripting, PySpark basics, REST API integration
- Unit testing pipeline logic and transformation functions
- Hands-on experience implementing Bronze / Silver / Gold Medallion architecture
- Data validation checks at each layer — not just at the final Gold layer
- Schema evolution handling and SCD Type 2 dimension management
- Exposure to Snowflake Cortex, dbt Semantic Layer, or Boomi Data Hub for AI-assisted data enrichment within pipeline layers.
- Experience integrating LLM-based quality checks or AI-assisted anomaly detection into data workflows.
- Familiarity with Microsoft Fabric and OneLake as a complementary or future-state platform.
- Knowledge of data mesh or data product thinking and how it maps to Medallion layer ownership.
- Experience with Terraform or Bicep for Azure infrastructure provisioning.
- Advanced SQL — window functions, CTEs, recursive queries, query profiling
- Snowflake-native features: streams, tasks, snowpipe, dynamic tables, row-level security
- Virtual warehouse tuning and credit cost optimisation
- Writing, testing, and documenting production dbt models
- Elementary integration for data observability and anomaly detection
- dbt incremental strategies, snapshots, and semantic layer
- Azure Data Factory — pipeline authoring, triggers, parameterisation, linked services
- ADLS Gen2 — zone/folder design, lifecycle management, Parquet/Delta partitioning
- Azure Key Vault — secret management, managed identities
- Azure Functions / Logic Apps — event-driven triggers and lightweight automation
- DAG authoring, task dependencies, XCom, sensors, and connection management
- Airflow deployment and monitoring in cloud-hosted environments
- Data pipeline scripting, PySpark basics, REST API integration
- Unit testing pipeline logic and transformation functions
- Hands-on experience implementing Bronze / Silver / Gold Medallion architecture
- Data validation checks at each layer — not just at the final Gold layer
- Schema evolution handling and SCD Type 2 dimension management
- Exposure to Snowflake Cortex, dbt Semantic Layer, or Boomi Data Hub for AI-assisted data enrichment within pipeline layers.
- Experience integrating LLM-based quality checks or AI-assisted anomaly detection into data workflows.
- Familiarity with Microsoft Fabric and OneLake as a complementary or future-state platform.
- Knowledge of data mesh or data product thinking and how it maps to Medallion layer ownership.
- Experience with Terraform or Bicep for Azure infrastructure provisioning.
- Comprehensive benefits plan including medical, dental, vision, disability, and life insurance
- Healthcare HSA
- HSA with employer contribution
- 10 paid holidays
- 10 days of paid annual leave
- 9 days of paid sick time
- Paid parental leave
- 401(k) with employer match
- Education assistance program
- Dependent Care HSA match
- Adoption assistance
- Fertility care support
- Backup care for family and pets
- A growing network of employee resource groups
- Employee referral program
- Employee Assistance Program
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