Fireworks AI

Compute Financial Analyst (AI)

In short

This role supports monthly close and cost-accounting for compute/cloud cost of revenue at an AI company, focusing on GPU utilization reconciliation, vendor invoice and contract review, and prepaid cloud amortization. It involves validating cost-data pipelines, preparing technical accounting memos, supporting audits, and automating cost-accounting processes. The role demands 3–6 years of accounting/finance experience, cost allocation knowledge, and advanced Excel/Google Sheets skills. It is a hybrid position based in the San Mateo, California area.

About the Role
You will support monthly close activities for compute cost of revenue, including journal entries, accruals, prepaid amortization, true-ups, and supporting schedules. You will reconcile GPU utilization, vendor invoices, contracted capacity, and general-ledger data; investigate discrepancies; and prepare schedules and technical accounting support. You will help evaluate vendor agreements, validate cost-data pipelines, support audits, and automate scalable cost-accounting processes.
Requirements
•Bachelor's degree in Accounting, Finance, or a related field
•3–6 years of relevant accounting or finance experience, including cost accounting or cost of revenue
•Knowledge of cost allocation concepts, including direct cost attribution and overhead allocation
•Ability to work with large datasets and reconcile information across multiple systems
•Advanced Excel or Google Sheets skills
•Analytical and problem-solving skills
•Communication skills for translating cost-accounting requirements into practical guidance
Responsibilities
•Support the monthly close for compute cost of revenue, including cloud cost journal entries, usage accruals, prepaid amortization, true-ups, and supporting schedules
•Reconcile GPU utilization data with CSP invoices, contracted capacity, and the general ledger
•Investigate utilization-to-billed variances, idle capacity, and billing discrepancies, and propose resolutions
•Maintain prepaid cloud balance schedules, classifications, amortization, and rollforwards
•Support accounting for vendor and partnership arrangements, including committed spend, prepayments, reimbursements, revenue share, and credits
•Evaluate accounting treatment for vendor agreements and capacity commitments
•Build and validate cost and utilization data pipelines with Data and Analytics teams
•Prepare technical accounting memos for cost of revenue and capitalization conclusions
•Support external audits with cost schedules, contract samples, allocation support, and auditor responses
•Automate and scale cost-accounting processes, reconciliations, and reporting
Benefits
•Equity

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