Micron Technology
Technology
PrincipleAIFinOps&Tokenomics(ConsumptionIntelligence,CostGovernance&ValueRealization)
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“Principle AI FinOps & Tokenomics (Consumption Intelligence, Cost Governance & Value Realization) at Micron Technology. Skills: AI FinOps, Tokenomics, Consumption Intelligence, Cost Governance. Define data requirements for AI financial oversight. Specify usage signals to be captured”
What You'll Achieve.
Ensure every dollar spent on AI is justified; Maintain strict financial rigor; Grow AI rapidly
Industry & Context.
Cost optimization; Value realization
What They're Looking For.
Must Have
Bachelor's degree in Finance
Nice to Have
Experience crafting internal credit models, Experience crafting banker models, Experience crafting token-bank models, Demonstrated success crafting commercial terms with hyperscalers, Demonstrated success crafting commercial terms with AI-native vendors, Prior ownership of enterprise benefits realization program, Prior ownership of value-tracking program
What You'll Do.
Define data requirements for AI financial oversight
Specify usage signals to be captured
Keep consumption data complete and accurate
Define canonical financial units of measure
Uphold enterprise unit-economics model
Translate consumption trends into financial narratives
Define role-based AI allocation policy
Develop comparative cost models
Quantify optimization opportunities
Define target requirements and business case
Normalize vendor pricing and metering
Lead fiscal aspects in AI vendor negotiations
Partner with Procurement on discounts
Ensure vendor economics align with credit model
Define enterprise AI Benefits Taxonomy
Define canonical measurement methods
Define AI value realization framework
Convert benefit signals into booked financial outcomes
Report enterprise AI return on investment
Own enterprise AI credit ledger
Define banker/credit governance policy
Define credit guardrail requirements
Ensure showback and chargeback aligns with standards
Own enterprise AI cost-and-value analytics
Deliver executive reporting
Build AI budgets and rolling forecasts
Guide investment prioritization
Coach partners on accountability
Act as point of accountability for AI financial
Operate AI Cost & Value Management forum
Champion FinOps-for-AI maturity enterprise-wide
How You'll Work.
Team & Collaboration
AI Operations Center of Excellence; Finance; Procurement; Business units; BU finance leads; TBMO; AI Operations
Communication Scope
Executive reporting; Business-readable narratives
Full Job Description
**Our vision is to transform how the world uses information to enrich life for _all_. ** Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. As the Principle AI FinOps & Tokenomics (Consumption Intelligence, Cost Governance & Value Realization) at Micron, you will lead a groundbreaking initiative. This role focuses on making AI consumption transparent, predictable, and highly effective. You will collaborate with our AI Operations Center of Excellence and departments like Finance, Procurement, and business units to establish financial governance for AI consumption. Your mission is to ensure that Micron can grow AI rapidly while maintaining strict financial rigor. You must ensure every dollar spent on AI is justified by measurable business value. Join us to lead this ambitious journey and be a part of a world-class team! **Responsibilities** _Consumption Intelligence & Financial Reconciliation_ * Define and own the data and telemetry requirements connected to AI financial oversight. Specify which usage signals (token, GPU, inference, request, seat) must be captured, tagged, and made reconcilable. Partner with AI Operations, who operate the pipelines, to keep consumption data complete, accurate, and reconcilable to financial actuals. * Define canonical financial units of measure (cost-per-credit, -token, -active-user, -use-case-class, -outcome), uphold the enterprise unit-economics model, and translate consumption trends, cost spikes, and forecast-variance drivers into business-readable financial narratives. _Role-Based Allocation Policy & Cost Models_ * Define the role-based AI allocation policy and entitlement requirements — the financial logic mapping worker personas, work types, and value tiers to model access, token budgets, and tool entitlements — which AI Operations translates into enforceable pla
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