Leads strategic finance for accelerator infrastructure, owning compute spending, forecasting, capacity planning, investment modeling, and optimization. The role partners with engineering and research teams and requires 7+ years of relevant experience, cloud infrastructure finance expertise, and strong financial modeling skills.
190k – 240k/yr
Hybrid7+ YOEFinance & Accounting
About the role
Responsibilities
Lead finance for cloud accelerator compute spend, including budgeting, monthly forecasting, variance analysis, and financial plan maintenance.
Build and maintain detailed, bottoms-up financial models for accelerator infrastructure, including long-range forecasts, cost-driver analyses, and investment scenario modeling.
Develop expertise in compute contracts, pricing structures, and cost drivers; identify infrastructure optimization opportunities.
Serve as the subject-matter expert and source of truth for compute capacity planning.
Support implementation and management of financial planning tools such as Pigment.
Analyze the economics and ROI of model training and research compute across training-run sizes, chip types, data, and related dimensions.
Partner with engineering and research teams to understand training and reinforcement-learning scaling and translate technical dynamics into financial frameworks.
Requirements
Exceptional analytical, problem-solving, and critical-thinking skills.
Ability to synthesize data into insights and develop complex financial operating models.
Experience partnering with technical teams to drive financial optimization initiatives.
Strong cross-functional communication skills, business judgment, relationship-building, and process-management abilities.
Background in AI, machine learning, or high-performance, large-scale computing infrastructure, including data centers or cloud service providers.
Passion for integrating AI tools into finance workflows.
7+ years of experience in strategic finance, infrastructure investment, private equity, growth equity, consulting, or investment banking, preferably involving infrastructure, data centers, or technology infrastructure.
3+ years of experience in cloud infrastructure financial management.
Bachelor's degree or equivalent combination of education, training, and experience.
Preferred Qualifications
Experience working directly with AWS, Google Cloud, or Microsoft Azure.
MBA or other advanced degree in finance, economics, or business.
Expertise in cloud service provider economics, contract structures, and pricing models.
Experience with chip architecture economics and optimization strategies.
Proficiency with financial modeling tools and languages, including SQL, Python, and Excel.
Compensation and Benefits
Annual salary: $190,000–$240,000 USD.
Hybrid policy: Staff are expected to work from an office at least 25% of the time; some roles may require more office time.
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