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Software Engineer, Monetization Platform

Job in San Francisco, San Francisco County, California, 94199, USA
Listing for: Cacheflow
Full Time position
Listed on 2026-06-07
Job specializations:
  • Software Development
    Backend Developer
Salary/Wage Range or Industry Benchmark: 200000 - 271500 USD Yearly USD 200000.00 271500.00 YEAR
Job Description & How to Apply Below
Position: Staff Software Engineer, Monetization Platform

Location

Hybrid - San Francisco

Employment Type

Full time

Department

Engineering

Job Summary:

The Staff Software Engineer, Monetization Platform serves as a technical leader responsible for systems that transform product usage, subscriptions, credits, commitments, and contracts into accurate customer outcomes and clean financial operations.

They will architect and evolve the core billing domain for Drata, including usage event ingestion, billable metrics, pricing and packaging, invoice generation, entitlement enforcement, and integrations with Accounting, Finance, Rev Ops, Salesforce, CPQ, and ERP systems such as Net Suite.

They should be comfortable designing event‑driven systems, shaping commercial flexibility with business stakeholders, and building trustworthy software where correctness, audit‑ability, and scale matter.

What you’ll do:
  • Partner with Product, Finance, Accounting, Rev Ops, and Engineering leadership to shape Drata’s long‑term billing architecture and commercial flexibility across self‑serve and enterprise motions.
  • Design the primitives of a modern billing platform: usage events, billable metrics, products, rate cards, contracts, credits, subscriptions, overages, and invoice workflows.
  • Architect a system that can accurately meter product usage at scale, transform raw events into billable quantities, and support pricing changes without requiring constant product rework.
  • Build and evolve the entitlement layer that separates pricing and packaging from product behavior, enabling feature access, limits, credits, and plan controls to be programmable rather than hardcoded.
  • Work closely with SFDC admins, CPQ owners, and Finance systems stakeholders to ensure quote‑to‑cash flows are coherent across CRM, product, billing, ERP, and downstream reporting systems.
  • Ensure billing systems are operationally trustworthy: idempotent event handling, strong reconciliation paths, reliable notifications, auditability, and clear observability for engineers and business teams.
  • Review architecture and code for billing‑related projects to ensure correctness, scale, security, and maintainability while empowering teams to own implementation details.
  • Troubleshoot complex problems: invoice discrepancies, usage drift, contract edge cases, entitlement bugs, migration failures, and cross‑system data mismatches.
  • Lead cross‑team initiatives such as introducing a usage‑based billing foundation, rationalizing packaging models, improving billing developer experience, or migrating from brittle home‑grown logic to more composable billing and entitlement systems.
  • Mentor engineers across teams on domain modeling, distributed systems tradeoffs, financial correctness, and the realities of building software where product behavior and revenue recognition are tightly coupled.
What you’ll bring:
  • 10+ years of experience as a software engineer, including meaningful time owning business‑critical backend systems in production.
  • Deep experience architecting billing, payments, pricing, or quote‑to‑cash systems for a B2B SaaS company at meaningful scale.
  • Strong experience designing APIs and event‑driven systems that ingest, validate, aggregate, and reconcile high‑volume operational data.
  • Strong understanding of modern billing models, including usage‑based pricing, subscriptions, prepaid credits, commitments, overages, hybrid packaging, and enterprise‑specific commercial terms.
  • Experience working directly with Accounting, Finance, Rev Ops, and GTM systems where data quality, auditability, and timing matter.
  • Strong experience integrating with systems such as Salesforce, CPQ, Net Suite, payment platforms, and downstream finance/reporting tooling.
  • Strong proficiency with:
    • JavaScript/Type Script and object‑oriented programming
    • Building and consuming RESTful web services
    • Relational databases, data modeling, and transactional workflows
    • Distributed systems and asynchronous processing
    • Writing unit, integration, and end‑to‑end tests
    • Logging, telemetry, and production debugging
    • Git and modern CI/CD practices
    • At least one major cloud platform and modern infrastructure tooling
  • A strong product and systems mindset: you can model the commercial domain cleanly, but you also know…
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