We are seeking a highly experienced Data Engineer to support a fast-growing eCommerce brand operating within a modern, warehouse-first data architecture. This is a project-based, on-demand engagement for a senior-level professional who can design, build, and optimize scalable data infrastructure across analytics, marketing, and operational workflows.
The ideal candidate has deep expertise in BigQuery, dbt, and Looker, with hands-on experience modeling complex eCommerce data from platforms such as Shopify, Klaviyo, subscription systems (e.g., Loop), and 3PL providers
Key Responsibilities
• Design, build, and maintain scalable data pipelines using BigQuery and dbt
• Architect and optimize warehouse-first data models to support analytics, marketing, and operational reporting
• Develop and maintain Looker dashboards and semantic layers
• Integrate and transform data from Shopify, Klaviyo, Loop (subscriptions/returns) and 3PL systems (e.g., ShipHero, ShipBob, etc.)
• Build automated workflows for data ingestion, validation, and monitoring
• Implement best practices for data quality, governance, and documentation
• Leverage AI tools (LLMs, automation frameworks) to:
- Accelerate data transformation workflows
- Refactor and optimize SQL/dbt models
- Automate anomaly detection and QA processes
• Troubleshoot data discrepancies and provide root-cause analysis
• Recommend architectural improvements to improve performance, reliability, and scalability
Service Level Agreements (SLAs)
- Response Time: Acknowledge requests within 24 hours
- Critical Issues (P0): Immediate response and active resolution
- Standard Requests: Timeline provided within 72 hours
- Billing Model: Time & materials based on agreed scope and hours worked
• 5+ years experience in data engineering within a modern cloud data stack
• Advanced experience with BigQuery, Dbt, SQL performance optimization
• Experience building and maintaining Looker dashboards and data models
• Strong understanding of:
- eCommerce metrics (AOV, LTV, churn, CAC, retention)
- Marketing attribution
- Subscription data structures
• Experience implementing data quality checks and validation pipelines
• Strong written and verbal communication skills
• Ability to work independently with minimal oversight
Preferred Qualifications
- Experience working with distributed or agency environments
- Experience supporting DTC brands
- Experience with marketing data pipelines (Google Ads, Meta, TikTok)
- Experience building reverse ETL workflows
- Familiarity with data ingestion tools (Fivetran, Daton, Airbyte, etc.)
- Experience implementing AI-assisted data transformation workflows
- Exposure to experimentation analytics (A/B testing frameworks)
We are looking for someone who:
- Understands both technical architecture and business implications
- Can move quickly in a project-based environment
- Thinks in systems, not just SQL queries
- Is comfortable leveraging AI tools to improve speed and efficiency
- Has experience working across marketing, product, and operations data
Top Skills
What We Do
Anatta provides product teams for fast-growing, sustainable DTC brands that don’t take shortcuts. We’re in the business of exponential growth, helping $25M brands scale over $100M.
In 2020, Anatta clients grew by 287%. That’s 9x industry average. We’ve worked with brands like Rothy’s, Athletic Greens, Four Sigmatic, Mack Weldon, Molekule, CARIUMA, Berkey Filters — and a lot more.
Today, opportunities for rapid eCommerce growth abound. But many DTCs are stuck under a huge backlog of work, making it difficult to build the kind of customer experience that will capture growth. Time for something new.
With Anatta, build a flexible product team with dedicated UX, UI, or developer resources — backed by 10 years of data-driven results and Anatta executives at the helm as your thought partners. Shift, expand, or contract your resources with 30 days’ notice at any time.
Specializations include UX, UI, application engineering, performance optimization, operation automation, replatform, headless eCommerce, and progressive web apps (PWAs).
Move faster. Increase conversions. Revolutionize retention. Let’s map your rapid growth strategy.
