Data Analytics Engineer
Toll Brothers, Inc.
Fort Washington, PA • 50m ago • On-site
Mid
On-site
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Quick Facts
- Role: Data Analytics Engineer (Enterprise Data & Analytics)
- Focus: Building ingestion pipelines, transformation models, and governed data products for reporting and analytics
- Collaboration: Partners with Sales, Marketing, Finance, Production, and other business units
Description
The Data Analytics Engineer builds and maintains pipelines, models, and data products that power reporting, analytics, and decision-making. Working in a modern cloud data ecosystem (including Fivetran, Coalesce, and Snowflake), the role ensures trusted, scalable, and high-performing data solutions, and may deliver governed enterprise data applications using Streamlit or React plus AI/LLM capabilities.
Responsibilities
- Build and maintain Fivetran ingestion pipelines to land source data into Snowflake reliably and on schedule
- Develop custom Python and API-based integrations for source systems not covered by managed connectors
- Develop and maintain transformation models in Coalesce Transform using dimensional and layered modeling patterns
- Document data assets, definitions, and lineage in Coalesce Catalog
- Design and tune Snowflake objects (warehouses, roles, storage patterns) for performance and cost efficiency
- Gather reporting requirements from business stakeholders and translate them into scalable data models and metric definitions
- Build data applications in Streamlit and React for business users
- Apply AI and large language model capabilities for accelerated development, improved data quality checks, and natural language access to governed data
- Establish data quality testing, monitoring, and alerting across pipelines and models
- Partner with analysts and BI developers to ensure dashboards are built on certified, well-modeled data
- Support data governance, security, and access control practices
- Troubleshoot pipeline and data issues, identify root causes, and implement durable fixes
Requirements
- Bachelor’s degree in Computer Science, Information Systems, Analytics, or a related field (or equivalent practical experience)
- 3–5 years of experience in data engineering, analytics engineering, or a comparable data role
- Strong SQL skills
- Hands-on experience with Snowflake (or a comparable cloud data warehouse)
- Experience building and maintaining ELT pipelines with a managed ingestion tool such as Fivetran
- Experience with a modern transformation framework such as Coalesce Transform or dbt
- Demonstrated ability to gather reporting requirements from business stakeholders and deliver solutions that meet business needs
- Working knowledge of Python for data transformation, automation, and scripting
- Experience working with REST APIs to source and deliver data
- Experience with version control and code review practices in a team setting
- Work in office 3 days per week (additional in-office days may vary)
Benefits
- Comprehensive medical/dental
- 401(k) with company match
- Discounted stock purchase
- Discounts on mortgages and homes
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