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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in financial modeling and analysis, particularly in R&D spend management, utilizing AI tools and advanced Excel skills. Proven ability to collaborate with technical teams and lead planning and reporting cycles effectively.
Highest-signal resume keywords
Financial ModelingAI Tools FluencyExcel ExpertiseCloud Cost ManagementScenario Modeling
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Financial ModelingAI-Assisted AnalysisExcelGoogle SheetsScenario ModelingCloud Infrastructure CostingVariance AnalysisReporting CyclesData AnalysisBudgeting
Soft Skills
CollaborationProblem-SolvingAdaptabilityOwnershipAccountability
Tools & Technologies
BigQueryPigmentClaudeChatGPTSlack
Industry Keywords
R&D Spend ManagementHigh-Growth TechnologyInvestment BankingConsultingTechnical Organizations
Tech Stack
Tools & technologiesBigQueryCloud
About the role
Key responsibilities & impact- Own modeling of R&D spend, including cloud infrastructure, AI and compute costs, and engineering headcount
- Keep R&D spend scaling efficiently against revenue by building cloud infrastructure and AI/compute cost models
- Use BigQuery and AI-assisted analysis to convert billing data into actionable variance readouts after month-end
- Build headcount-capacity scenario models in Pigment and TRM’s Claude-powered scenario engine for CTO and engineering leaders
- Extend board-deck automation to refresh executive and board materials from governed named ranges
- Partner with the Head of AI to optimize AI and infrastructure spending and identify build-vs-buy and efficiency opportunities
- Own monthly, quarterly, and annual planning and reporting cycles end-to-end
- Produce the one-page Monthly Business Review for leadership and board materials
- Partner with the CTO, engineering and infrastructure leaders, Recruiting, and Accounting as the finance point of contact for R&D
- Participate in weekly Strategic Finance and VP of Finance syncs
- Collaborate asynchronously in Slack and communicate planning status and decisions in writing
Requirements
What you’ll need- 5 to 8 years of experience across investment banking, investing, consulting, or finance at a high-growth technology company
- Track record of owning monthly, quarterly, and annual planning and reporting cycles end-to-end with limited guidance
- Hands-on fluency using AI tools such as Claude or ChatGPT in finance modeling and analysis
- Ability to evaluate when to trust AI-generated output and when to override it
- Expert-level Excel and Google Sheets modeling skills
- Experience building scalable, AI-assisted or agentic engines, such as in Pigment, for repeatable reporting
- Experience supporting technical or product organizations such as Engineering, Product, Data Science, or Infrastructure is strongly preferred
- Experience partnering with technical organizations on cloud and compute costs is strongly preferred
- Comfort with ambiguity, adaptability, ownership, accountability, collaboration, and creative problem-solving
- AI fluency is a baseline expectation and applied AI fluency is evaluated during interviews
Benefits
Comp & perks- Competitive benefits, wellness programs, and time away from work, varying by country and local employment requirements
- Remote work arrangement
- Distributed-first work environment
- Async-first collaboration in Slack
- Frequent feedback and professional growth opportunities
