Analytics Engineer

Role Description

We are looking for an Analytics Engineer who thrives in high-complexity environments—someone excited to bring clarity to chaos, untangle complex models, and lay down the foundation for scalable solutions. This is a hands-on, high-impact role for someone who isn’t afraid to address manual processes, viewing them as opportunities to build scalable solutions that drive meaningful impact. You’ll work closely with stakeholders across the company to build reliable, trusted data models that support reporting, analysis, and decision-making.

Key Responsibilities

• Dive into complex systems and manual workflows to develop an understanding of our tools and constraints.
• Thoughtfully design and maintain clean, scalable, production-grade dbt models (e.g., ARR, revenue recognition).
• Work across the full data pipeline, from ingestion to transformation to visualization.
• Take a pragmatic approach to system challenges, balancing quick fixes with thoughtful long-term design.
• Collaborate with Finance, Engineering, Sales, and other teams across the company to understand data needs and deliver timely, practical solutions.

Qualifications

• Experience designing and maintaining production-grade data models and pipelines.
• Deep understanding of modern data modeling principles and best practices.
• Strong SQL skills and confidence working with complex datasets and schemas.
• High attention to detail, with high standards for data accuracy and validation.
• Flexibility and resourcefulness in navigating manual tasks or imperfect systems.
• Passion for clean code, scalable architecture, and incrementally reducing complexity over time.
• Ability to manage time, prioritize effectively, and thrive in a fast-moving environment.
• Clear communication skills with both technical and non-technical collaborators.
• Willingness to flexibly support other domains (e.g., Product, Marketing, and Engineering) as the team grows.

Nice to Have

• Experience at a high-growth PLG SaaS company.
• A track record of transforming manual, ad hoc workflows into scalable data pipelines.
• Familiarity with billing systems, GAAP accounting, revenue recognition, or audit support.
• Exposure to Stripe, Salesforce, or Orb in billing and finance contexts.
• Familiarity with financial cycles and the need for fast iteration during month- and quarter-end.

Our Tech Stack

• Snowflake
• dbt
• Hightouch
• Fivetran
• Looker
• Stripe
• Salesforce
• Orb

Benefits

• An inclusive, flexible environment where you can be your authentic self.
• A competitive total compensation package, including base salary, equity, and variable commission (for quota-based roles).
• Comprehensive group benefits with no waiting period, covering health, vision, dental, and more for you and your family.
• Remote first company—most of our teams work fully remotely.
• Employer-funded retirement contributions, with Tailscale matching your contributions dollar-for-dollar.
• Connect with other Tailscalars IRL through annual company retreats and team off-sites.
• Support for your personal and professional development with $1500 USD annually for professional development.
• Flexible, paid time off program to support any situation life throws your way.
• Build-your-own home office setup with a company-owned laptop and $500 USD to customize your workstation.
• Paid parental leave program with top-ups for birthing and non-birthing parents.