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Data Platform Engineer - Member of Technical Staff

Fireworks AISan Mateo, CA
On-site Full-time $175K/yr - $220K/yr

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What You'll DoPhase 1 – Platform & Data FoundationEnhance and manage the billing infrastructure, including pricing models, usage ingestion, invoicing, and revenue workflows. Address critical platform gaps (pricing flexibility, account hierarchy, overages, prepaid/credit logic). Integrate billing systems with ERP, payments, and cloud marketplaces to create an automated invoice-to-ledger pipeline. Implement deferred revenue recognition and prepaid amortization across all billing models. Establish and maintain an end-to-end OTC data pipeline (usage → billing → payments → revenue → GL → reporting). Develop authoritative data models and ensure transaction-level reconciliation across all systems. Implement data quality assurance, auditability, and SOX-compliant controls. Enhance CRM → Billing → ERP integration to serve as a single source of truth. Automate journal entries, AR sub-ledger, and revenue postings by integrating payment and marketplace systems.

About the job

About Us:

At Fireworks, we are pioneering the future of generative AI infrastructure. Our platform is recognized for delivering the highest-quality models with the industry's fastest and most scalable inference capabilities. With an independent benchmark as the leader in LLM inference speed, we are at the forefront of innovation, working on advanced projects including our proprietary function calling and multimodal models. As a Series C company valued at $4 billion, we are backed by esteemed investors such as Benchmark, Sequoia, Lightspeed, Index, and Evantic. Our team is made up of ambitious builders, including veterans from Meta PyTorch and Google Vertex AI.

The Role

We are seeking a skilled Data Platform Engineer specializing in Order-to-Cash (OTC) Revenue Transformation and AI Application Enablement. This role will involve taking ownership of and evolving the comprehensive billing, revenue, and business data pipeline—from usage metering and invoice generation to revenue recognition and financial reporting. You will be positioned at the nexus of Engineering, Finance, and Data, ensuring precise capture, billing, recognition, and reconciliation of every dollar generated across our five revenue streams.

This impactful, cross-functional role requires hands-on engagement with our billing platform (e.g., Orb), accounting systems, data warehouse (BigQuery), and cloud marketplaces (AWS, GCP). Ultimately, you will contribute to the design of AI-enabled workflow agents that automate reconciliation, anomaly detection, and revenue operations once the core data infrastructure is fortified.

About Fireworks AI

Fireworks AI is at the cutting-edge of generative AI technology, developing a robust infrastructure for the next generation of AI solutions. With a strong emphasis on innovation and quality, we are committed to driving transformative projects that redefine the industry standards.

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