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Sauna

AI assistant for connected work

Growth Engineer

Full-Stack EngineeringConfirmed live in the last 24 hours
Full-timeSan Francisco, CA, USA

About the Job

Requirements

  • Shipped production software across frontend, backend, and data; comfortable with TypeScript/JavaScript, React, APIs, webhooks, and SQL, and able to diagnose issues across that stack.
  • Personally implemented conversion tracking and advertising-platform integrations; understand how conversion signals affect campaign optimization and can trace missing or duplicated events to their source.
  • Instrumented an event-based analytics system such as PostHog and used its data to make a growth or product decision.
  • Understand funnels, attribution, and acquisition economics; can explain metric choices, potential sources of misleading results, and validation methods.
  • Actively use AI tools and take responsibility for their output; can explain shipped code and configuration, verify assumptions, and adapt approaches to the product.
  • Work independently, communicate clearly with nontechnical teammates, and attend to customer-experience details.

Responsibilities

  • Define meaningful conversion events with Growth and Product; implement browser and server-side tracking; connect campaign attribution to signups, product usage, and payments; build and maintain integrations with Meta Conversions API, Google Ads conversion tracking, and Google Tag Manager, including consent handling, event deduplication, and monitoring.
  • Build landing pages, forms, and conversion flows in TypeScript and React; collaborate with marketing and design on messaging, offers, and experience; test the complete customer journey across devices before release.
  • Use SQL and PostHog to investigate funnels and cohorts; reconcile advertising-platform reports with product and billing data; identify missing or duplicated events; explain analytical limitations; include trial and inference costs in acquisition-economics evaluations.
  • Set success metrics and guardrails before release, implement experiments, assess results with appropriate statistical care, recommend what to keep, change, or stop, and recognize when traffic is insufficient for a confident conclusion.
  • Connect analytics, billing, CRM, and marketing systems; use Sauna and AI coding tools to build automations with clear failure handling and a way for the team to inspect and correct outputs.
  • Write tests, review generated code, document important decisions, and monitor systems after release; work with product engineers on security and architecture; keep the growth stack understandable as it changes.
  • Map the customer journey from advertisement or landing page through signup, meaningful use, and payment; audit tracking, agree event definitions with Growth and Product, and fix gaps that prevent reliable decisions.
  • Ship a focused website or funnel experiment with measurement in place and establish an inspectable baseline, including attribution gaps and the effects of trial and inference costs on acquisition economics.

Desired Qualifications

  • Experience growing a usage-based product and accounting for trial or inference costs.
  • Customer-facing tools built to generate qualified demand.
  • Experience shipping technical SEO infrastructure or automating growth operations.

About the Company

Sauna

AI assistant for connected work

Sauna is an artificial intelligence software company building a connected work assistant. The company links with communication and productivity tools to organize context, create work products, and carry out authorized tasks. It serves individuals and teams managing knowledge work across multiple applications. Its operating model centers on a cloud-based assistant using persistent context, scheduled activity, and user-directed actions. Teams work across AI research, product, software engineering, design, security, growth, and customer support.

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