Hybrid Data Analytics Engineer - Snowflake & AI

Toll Brothers; Washington (Washington County); Hybrid; USD 90,000 - 140,000; Full time

Benefits offered by this job

Medical/dental benefits

401(k) with company match

Home mortgage discounts

Job summary

Toll Brothers, America's leading luxury home builder, seeks a Data Analytics Engineer to join the Enterprise Data & Analytics team at the Fort Washington office. You’ll build pipelines, models, and data products powering analytics and decision-making in a cloud ecosystem with Snowflake, Fivetran, Coalesce, and AI-powered capabilities.

You’ll collaborate with Sales, Marketing, Finance, and Production to translate needs into scalable data models, dashboards, and applications, while ensuring data

Qualifications

• Bachelor's degree in CS or related field or equivalent experience.
• 3–5 years in data engineering or analytics engineering.
• Hands-on with Snowflake or similar cloud warehouse.
• Experience building ELT pipelines with Fivetran.
• Experience with Coalesce Transform or dbt.
• Gathers reporting requirements from stakeholders, delivers data solutions.
• Python for data transformation and scripting; REST APIs experience.
• Version control and code review in a team setting.
• On-site work 3 days a week; hybrid work model.

Responsibilities

• Build and maintain ingestion pipelines from source systems to Snowflake.
• Develop Python/API integrations for non-managed connectors.
• Create transformation models with Coalesce Transform for analytics.
• Document data assets, definitions, and lineage for trust.
• Design Snowflake objects for performance and cost efficiency.
• Translate business reporting needs into scalable data models and metrics.
• Build data apps in Streamlit and React for business users.
• Apply AI/LLM tooling to improve data quality and access.
• Establish data quality tests, monitoring, and alerts across pipelines.
• Collaborate with analysts/BI to ensure certified data is used.
• Support data governance, security, and access control practices.

Skills

Data engineering

Python

Stakeholder collaboration

Analytical thinking

Education

Bachelor's degree in Computer Science or related

Tools

Snowflake

Fivetran

Coalesce Transform

Coalesce Catalog

dbt

REST APIs

React

Streamlit

Job description

Toll Brothers, America's leading luxury home builder, seeks a Data Analytics Engineer to join the Enterprise Data & Analytics team at the Fort Washington office. You’ll build pipelines, models, and data products powering analytics and decision-making in a cloud ecosystem with Snowflake, Fivetran, Coalesce, and AI-powered capabilities.

You’ll collaborate with Sales, Marketing, Finance, and Production to translate needs into scalable data models, dashboards, and applications, while ensuring data