# Staff Analytics Engineer

**Company:** [Topline Pro](https://hotfix.jobs/companies/topline-pro)
**Location:** Boston, MA
**Role:** Data Engineering
**Salary:** $175k – $190k/yr
**Experience:** 8+ years
**Skills:** Snowflake, dbt, SQL, Python, Stripe, HubSpot, Salesloft, twilio, dialpad, heap, snowpark, Fivetran, Hex, SaaS Metrics
**Posted:** 2026-07-31

> Staff Analytics Engineer owning centralized data assets, dbt/Snowflake modeling, and governance at a high-growth YC-backed SaaS company. Requires 8+ years analytics engineering experience, deep expertise in Snowflake, dbt, advanced SQL, and SaaS subscription metrics to deliver trustworthy data models that drive business decisions.

## Job Description

## What you’ll do
- Own the centralized data assets that serve as the source of truth for the company's most important operational questions, including their governance and quality guarantees.
- Design scalable data architectures and well-modeled dbt/Snowflake layers that stay performant across SaaS-scale datasets.
- Model Stripe data with precision — payments, subscriptions, revenue, and related financial flows.
- Codify and democratize standards for SQL optimization, query reusability, documentation, testing, monitoring, and code review, driving consistency and efficiency across the team.
- Lead the technical execution of high-complexity BI and analytics projects in Hex, from design through production.
- Partner with engineering, product, operations, and GTM teams to understand their needs and translate them into high-impact data solutions.

## What we’re looking for
- 8+ years in analytics engineering, data engineering, or a closely related IC role, with recent depth in modeling for consumption — not just pipeline delivery.
- Fluency in SaaS business metrics (MRR, retention, churn, cohorts, expansion) and the modeling decisions behind them.
- Extensive Snowflake and dbt experience: incremental strategies, testing, macros, semi-structured data, and an eye on warehouse performance and cost.
- Advanced SQL, including the judgment to spot where a model will silently produce wrong numbers rather than fail loudly.
- Deep fluency in subscription billing and payments data: invoices, proration, refunds, and revenue recognition Finance can close the books on, applied both to company revenue and to how our payments product is performing.
- Track record owning centralized fact and dimension layers the whole company depends on.
- Ability to turn ambiguous business questions into durable models, and to raise the bar around you through code review, documentation, and standards.
- A failure-modes instinct — anticipates what breaks before shipping, and designs for maintainability over cleverness.

## Bonus points if you…
- Have used Python for ingestion work — Snowpark, custom connectors, or Fivetran
- Have experience with Heap or similar product analytics tools
- Are familiar with RevOps and CX data stacks (HubSpot, Salesloft, Twilio, Dialpad)
- Bring previous startup or high-growth SaaS experience, ideally SMB or product-led

## What we offer
- Full Medical, Dental, and Vision Health Coverage
- Computer and workspace enhancements
- Monthly stipend for mental and physical health
- 401(k) plan (non-matching)
- Unlimited vacation, 9 company holidays including election day, and 1 personal volunteer day a year
- Company-paid Wellhub membership for fitness and wellness
- Dinner covered with Uber Eats + a stocked kitchen to keep you fueled
- Opportunity to take on significant responsibility and ownership in scaling a product that can change the lives of home service pros
- Fun-filled team that doesn’t take themselves too seriously, including virtual cameos from the team dog mascots Caro and Alta

## Similar roles

- [Member of Technical Staff, Data Platform Engineer](https://hotfix.jobs/jobs/b89f5a4f-086c-4a3e-95a7-13a15141b46b) - Fireworks AI - San Mateo, CA - $175k – $220k/yr
- [Staff Data Engineer](https://hotfix.jobs/jobs/d481c2cc-5c49-46c4-87ae-4fc5dac65a40) - Onxmaps - Bozeman, MT - $175k – $218k/yr
- [Staff Data Engineer](https://hotfix.jobs/jobs/5ad59978-de00-44e6-bab9-07e1f9889b20) - NexHealth - San Francisco, CA - $177k – $226k/yr
- [Senior Staff Enterprise Architect, Data](https://hotfix.jobs/jobs/ffe430b2-4b1c-43db-b3b1-0e3750cf22c8) - MongoDB - Palo Alto, CA - $177k – $349k/yr
- [Staff Software Engineer](https://hotfix.jobs/jobs/99f91d63-ea95-4f8b-8406-7241b9ebce5a) - Twilio - Remote - $171k – $214k/yr

**Apply:** https://hotfix.jobs/jobs/98104449-3dda-4ed9-92aa-d8ef841e0d2c
**Canonical:** https://hotfix.jobs/jobs/98104449-3dda-4ed9-92aa-d8ef841e0d2c