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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates strong analytical skills and structured problem-solving abilities to drive strategic initiatives and optimize inference performance. Capable of building processes and leading cross-functional teams while effectively communicating technical and financial trade-offs.
Highest-signal resume keywords
Analytical SkillsStrategic Finance ExperienceCross-Functional CollaborationTechnical Problem-SolvingExecutive Communication
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Management ConsultingStrategy & OperationsPerformance OptimizationData AnalysisFinancial Projections
Soft Skills
Problem-SolvingEntrepreneurial MindsetStakeholder AlignmentCredibility Building
Tools & Technologies
AI/ML InfrastructureCloud Computing
Industry Keywords
Inference EfficiencyCompute Demand ForecastsCapacity PlanningOptimization Opportunities
Tech Stack
Tools & technologiesCloud
About the role
Key responsibilities & impact- Partner with Inference researchers, Scaling, Product, and Data Science teams to identify, evaluate, and prioritize optimization opportunities
- Weigh customer and economic trade-offs across model performance, latency, throughput, engagement, and compute cost
- Drive cross-functional strategic initiatives to improve inference efficiency
- Establish clear ownership, coordinate work across teams, and track execution progress
- Establish key performance metrics, dashboards, and analytical frameworks to identify inference performance gaps
- Quantify the financial impact of improvements
- Partner with Compute Finance and other Strategic Finance teams on long-term compute demand forecasts, capacity planning, investment decisions, and financial projections
Requirements
What you’ll need- Technical academic background (e.g., computer science, engineering, or mathematics) or current experience partnering closely with research or engineering teams on technical problems
- 8–10+ years of experience in management consulting, strategy & operations, strategic finance, or a related analytical role
- Strong analytical and structured problem-solving skills
- Track record of turning ambiguous problems into actionable recommendations and measurable impact
- Executive presence and communication skills to build credibility with researchers and engineers, align stakeholders, and explain technical and financial trade-offs
- Entrepreneurial mindset, with experience building processes and independently driving initiatives from idea through execution
- Technical curiosity and enthusiasm for frontier AI and inference economics
- Experience with AI/ML infrastructure, cloud computing, or technical performance optimization is a plus, but not required
- Ability to work from the San Francisco office three days per week
- Work authorization in the country where the job is located
Benefits
Comp & perks- Equity
- Performance-related bonus(es) for eligible employees
- Medical, dental, and vision insurance for you and your family, with employer contributions to Health Savings Accounts
- Pre-tax accounts for Health FSA, Dependent Care FSA, and commuter expenses (parking and transit)
- 401(k) retirement plan with employer match
- Paid parental leave (up to 24 weeks for birth parents and 20 weeks for non-birthing parents)
- Paid medical and caregiver leave (up to 8 weeks)
- Flexible PTO for exempt employees and up to 15 days annually for non-exempt employees
- 13+ paid company holidays
- Multiple paid coordinated company office closures throughout the year
- Paid sick or safe time
- Mental health and wellness support
- Employer-paid basic life and disability coverage
- Annual learning and development stipend
- Daily meals in offices and meal delivery credits as eligible
- Relocation support for eligible employees
- Charitable donation matching and wellness stipends may also be provided
