# Member of Technical Staff, Data Platform Engineer

**Company:** [Fireworks AI](https://hotfix.jobs/companies/fireworks-ai)
**Location:** San Mateo, CA
**Role:** Data Engineering
**Salary:** $175k – $220k/yr
**Experience:** 5+ years
**Skills:** SQL, BigQuery, dbt, Python, Node.js, AWS, Kubernetes, NetSuite, Quickbooks, LangChain
**Posted:** 2026-04-07

> Builds and enhances data platforms for billing, revenue workflows, and OTC operations in a SaaS AI infrastructure company. Requires 5+ years in billing engineering, strong SQL/BigQuery skills, and experience with ERP, payments, and cloud marketplaces.

## Job Description

## What You'll Do

### Phase 1 – Platform & Data Foundation
- Own and enhance billing infrastructure: pricing models, usage ingestion, invoicing, and revenue workflows.
- Resolve key platform gaps (pricing flexibility, account hierarchy, overages, prepaid/credit logic).
- Integrate billing with ERP, payments, and cloud marketplaces for an automated invoice-to-ledger pipeline.
- Implement deferred revenue and prepaid amortization across all billing models.
- Build and maintain an end-to-end OTC data pipeline (usage → billing → payments → revenue → GL → reporting).
- Establish authoritative data models and ensure transaction-level reconciliation across all systems.
- Implement data quality, auditability, and SOX-ready controls.
- Strengthen CRM → Billing → ERP integration as a single source of truth.
- Automate journal entries, AR sub-ledger, and revenue postings; integrate payments and marketplace settlements.

### Phase 2 – Autonomous Intelligence
- Build and deploy autonomous enterprise agents to automate and augment OTC operations, including anomaly detection, reconciliation, revenue recognition, collections, contract interpretation, and forecasting.

## What We're Looking For

**Preferred**
- 5+ years in billing engineering, revenue systems, or order-to-cash operations at a SaaS or usage-based platform company.
- Experience with Billing Systems, ERP, **AWS**, **Kubernetes (K8s)**, etc.
- Strong **SQL** and **BigQuery** proficiency — design schemas, write complex analytical queries, build **dbt** models, and maintain production data pipelines.
- Working knowledge of accounting systems (**QuickBooks** or **NetSuite**) and mapping billing events to GL journal entries, manage sub-ledger reconciliation, and support month-end close.
- Experience with payment platforms including payment processing, dunning, refunds, and cash application.
- Familiarity with cloud marketplace billing — **AWS Marketplace** CPPO/SaaS contracts, **GCP Marketplace**, or **Azure Marketplace** private offers and settlement reporting.
- Proficiency in **Python** or **Node.js** for building integrations, data transforms, and automation scripts.
- Experience building LLM-powered agents or automation workflows — using frameworks like **LangChain**, or custom tool-calling architectures.
- Background in GPU compute or AI infrastructure billing — understanding of compute-hour metering, token-based pricing, and capacity reservation models.
- Experience with ERP migration projects (e.g., QuickBooks to NetSuite).

**Total compensation** for this role also includes meaningful equity in a fast-growing startup, along with a competitive salary and comprehensive benefits package. **Base Pay Range (Plus Equity)** $175,000—$220,000 USD

## Similar roles

- [Staff Data Engineer](https://hotfix.jobs/jobs/d481c2cc-5c49-46c4-87ae-4fc5dac65a40) - Onxmaps - Bozeman, MT - $175k – $218k/yr
- [Staff Data Engineer - Federal (Auth0)](https://hotfix.jobs/jobs/33b6fcf0-12f1-4372-9ed2-32af05d84aa4) - Okta - Bellevue, WA - $174k – $239k/yr
- [Staff Data Engineer, Analytics Data Engineering](https://hotfix.jobs/jobs/619a98fa-3699-4302-bc64-1a269cdb3003) - Dropbox - Remote - $177k – $269k/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

**Apply:** https://hotfix.jobs/jobs/b89f5a4f-086c-4a3e-95a7-13a15141b46b
**Canonical:** https://hotfix.jobs/jobs/b89f5a4f-086c-4a3e-95a7-13a15141b46b