Data Analytics Engineer - Hybrid Data Pipelines & AI

Toll Brothers; Fort Washington (Montgomery County); On-site; USD 120,000 - 160,000; Full time

Job summary

Toll Brothers, America’s leading luxury home builder, is seeking a Data Analytics Engineer to join our Corporate office in Fort Washington, PA. The role focuses on building and maintaining pipelines, models, and data products that power reporting and analytics across the enterprise.

You will work with Snowflake, Fivetran, Coalesce, and modern tools, partnering with Sales, Marketing, Finance, and Production to translate business needs into scalable data solutions and AI-powered capabilities.

Qualifications

• Bachelor’s degree or equivalent practical experience in computer science, analytics, or related field.
• 3–5 years of experience in data engineering, analytics engineering, or a similar data role.
• Strong SQL skills and 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 experience gathering reporting requirements directly from business stakeholders and delivering data solutions.
• Working knowledge of Python for data transformation, automation, and scripting.
• Experience with REST APIs to source and deliver data.
• Experience with version control and code review practices in a team setting.
• In-office 3 days per week; additional days may vary by Division/Department.

Responsibilities

• Build and maintain ingestion pipelines in Fivetran to land source system 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 to support reporting and analytics at scale.
• Document data assets, definitions, and lineage in Coalesce Catalog for trust and discoverability by business users.
• Design and tune Snowflake objects (warehouses, roles, storage) for performance and cost efficiency.
• Collaborate with stakeholders to translate reporting requirements into scalable data models and metrics.
• Build data applications in Streamlit and React to empower business users with analytics tools.
• Apply AI and large language model tooling to accelerate development and data quality checks.
• Establish and enforce data quality testing, monitoring, and alerting across pipelines and models.
• Partner with analysts and BI developers to ensure data used in dashboards is certified and well modeled.
• Contribute to data governance, security, and access controls in coordination with the Technology Organization.
• Troubleshoot pipeline and data issues, identify root causes, and implement durable fixes.

Skills

SQL

Snowflake

Python

REST APIs

ELT pipelines

Education

Bachelor's degree in Computer Science or related field

Tools

Fivetran

Coalesce Transform

Coalesce Catalog

dbt

Streamlit

React

Job description

Toll Brothers, America’s leading luxury home builder, is seeking a Data Analytics Engineer to join our Corporate office in Fort Washington, PA. The role focuses on building and maintaining pipelines, models, and data products that power reporting and analytics across the enterprise.

You will work with Snowflake, Fivetran, Coalesce, and modern tools, partnering with Sales, Marketing, Finance, and Production to translate business needs into scalable data solutions and AI-powered capabilities.