Member of Technical Staff, Data Platform Engineer
AI summary of the role
This role owns the end-to-end billing, revenue, and business data pipeline at a high-growth AI inference company, from usage metering through revenue recognition and financial reporting.
What you’ll do
- Own and enhance billing infrastructure including pricing models, usage ingestion, invoicing, and revenue workflows.
- Integrate billing with ERP, payments, and cloud marketplaces for an automated invoice-to-ledger pipeline.
- Build and maintain an end-to-end OTC data pipeline (usage → billing → payments → revenue → GL → reporting).
- Implement data quality, auditability, and SOX-ready controls.
What you’ll bring
- 5+ years in billing engineering, revenue systems, or order-to-cash operations at a SaaS or usage-based platform company.
- Strong SQL and BigQuery proficiency — design schemas, write complex analytical queries, build dbt models, maintain production data pipelines.
- Working knowledge of accounting systems (QuickBooks or NetSuite) and ability to map billing events to GL journal entries.
- Proficiency in Python or Node.js for building integrations, data transforms, and automation scripts.
Technologies
BigQuery · dbt · Python · Node.js · LangChain · Orb · NetSuite · QuickBooks · AWS · GCP · Kubernetes
About Fireworks AI
Inference cloud for open-source generative AI models with fine-tuning, RL, and evals; powers production AI for Cursor, Notion, Uber, DoorDash.
Series C
Source and classification
Internal deployment & tooling · Evidence for this classification:
About Us: Fireworks is the platform for specialized intelligence, enabling companies to build, train, and serve AI models tailored to their own data, workflows, and products. Founded by the team behind PyTorch and backed by AMD, Atreides, Benchmark Capital, Index Ventures, Lightspeed, NVIDIA, Sequoia Capital, and TCV, Fireworks powers production AI with hundreds of state-of-the-art open models across text, image, embedding, audio, and multimodal workloads. Today, Fireworks is a Series D company valued at $17.5 billion, bringing together an ambitious, collaborative team that's building the future of enterprise AI. The Role We are looking for a Data Platform Engineer that specializes in Order-to-Cash (OTC) Revenue Transformation and AI Application Enablement to own and evolve the end-to-end billing, revenue and business data pipeline - from usage metering and invoice generation through
More from the job description
About Us: Fireworks is the platform for specialized intelligence, enabling companies to build, train, and serve AI models tailored to their own data, workflows, and products. Founded by the team behind PyTorch and backed by AMD, Atreides, Benchmark Capital, Index Ventures, Lightspeed, NVIDIA, Sequoia Capital, and TCV, Fireworks powers production AI with hundreds of state-of-the-art open models across text, image, embedding, audio, and multimodal workloads. Today, Fireworks is a Series D company valued at $17.5 billion, bringing together an ambitious, collaborative team that's building the future of enterprise AI. The Role We are looking for a Data Platform Engineer that specializes in Order-to-Cash (OTC) Revenue Transformation and AI Application Enablement to own and evolve the end-to-end billing, revenue and business data pipeline - from usage metering and invoice generation through revenue recognition and financial reporting. You will sit at the intersection of Engineering, Finance, and Data, ensuring every dollar of usage across our five revenue streams is accurately captured, billed, recognized, and reconciled. This is a high-impact, cross-functional role. You will work hands-on with our billing platform (Orb, etc), accounting systems , data warehouse (BigQuery), and cloud marketplaces (AWS, GCP) — and ultimately help design AI-enabled workflow agents that automate reco [... source excerpt omitted ...] Experience with Billing Systems, ERP, AWS, K8, etc Strong SQL and BigQuery proficiency — you can design schemas, write complex analytical queries, build dbt models, and maintain production data pipelines. Working knowledge of accounting systems (QuickBooks or NetSuite) and the ability to map 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 [... source excerpt omitted ...] aningful equity in a fast-growing startup, along with a competitive salary and comprehensive benefits package. Base salary is determined by a range of factors including individual qualifications, experience, skills, interview performance, market data, and work location. The listed salary range is intended as a guideline and may be adjusted. Base Pay Range (Plus Equity) $175,000—$220,000 USD Why Fireworks AI? Solve Hard Problems: Tackle challenges at the forefront of AI infrastructure, from low-latency inference to scalable model serving. Build What’s Next: Work with bleeding-edge technology that impacts how businesses and developers harness AI globally. Ownership & Impact: Join a
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