Sundays for Dogs is a founder-led, direct-to-consumer brand focused on reimagining pet food to enhance the quality time dog owners spend with their pets. They are seeking a Lead Analytics Engineer to build their analytics foundation from scratch, creating reliable transformation pipelines and optimizing data models to support business-critical reporting and analysis.

Responsibilities:

Develop and maintain high-quality dbt models, tests, documentation, and workflows to create reliable transformation pipelines
Build and optimize dimensional and semantic data models that power business-critical reporting and analysis
Partner with data consumers and stakeholders to translate business questions into well-defined datasets and semantic definitions
Design, build, and maintain the semantic layer for visualization tools such as Omni Analytics, Looker, or Sigma
Ensure data quality and trust by implementing automated testing, monitoring, and observability best practices
Collaborate with Engineering to scale pipelines, improve performance, and reduce latency in the analytics stack
Own the data modeling strategy and governance standards, including conventions, documentation, and onboarding practices
Mentor and guide other analytics engineers and data team members on best practices

Requirements:

6+ years of experience in analytics engineering, data engineering, or related roles
Deep expertise with dbt, including advanced modeling, macros and testing frameworks
Strong SQL skills and experience with cloud data warehouses (e.g., Snowflake, BigQuery, Databricks)
Significant hands-on experience developing in modern visualization layer platforms such as Omni Analytics, Looker, or Sigma
A solid understanding of DTC and ecommerce metrics such as CAC, LTV, cohort analysis, retention and forecasting
Experience translating business needs into structured, reusable analytics models
Excellent communication skills and ability to present technical concepts to business stakeholders
Experience with data observability and monitoring tools
Familiarity with reverse ETL tools and workflows
Python experience for orchestration or transformation tasks

Sundays for Dogs

Open Positions (1)

Engineering

Lead Analytics Engineer