Responsibilities
- Infrastructure Cost Management:
- Model, track, and allocate LLM API and Compute costs (OpenAI, Anthropic, etc.) by product feature, customer segment, and use case
- Build unit cost metrics for document processing (OCR, ingestion pipelines) and map them to revenue-generating workflows
- Identify and size optimization opportunities; drive accountability on cost reduction initiatives with clear ROI framing
- Build dashboards and alerting so cost anomalies surface in real time, not at month-end
- Cross-Functional Initiatives:
- Support board and investor reporting with unit economics narratives
- Support contribution margin analysis and CAC payback by segment and cohort
- Partner with G&A leadership (People, Legal, IT) to drive efficient scaling, managing departmental budgets, and identifying opportunities for automation or outsourcing.
- Lead the annual and quarterly planning processes for Product and G&A, ensuring headcount and discretionary spend are directed toward the highest-impact initiatives.
- Support the Head of Finance on corporate development, fundraising support, or long-range planning (LRP) scenarios.
What You'll Bring
- 6+ years of total work experience, including 3+ years in investment banking, private equity, and/or venture capital, paired with 3+ years of strategic finance/FP&A at a high-growth technology company.
- Direct experience with Product Finance, specifically modeling COGS, gross margins, and/or cloud infrastructure costs.
- Demonstrated expertise in pricing analysis or business model transformation (e.g., moving from seats to usage-based pricing).
- Strong quantitative skills, with the ability to build complex, multi-variable models from scratch.
- Exceptional communication skills, specifically the ability to explain financial trade-offs to highly technical engineering and product leaders.
- High degree of empathy and tact required to manage departmental budgets and resource allocation across sensitive corporate functions.
Educational Background
- Bachelor’s degree in Finance, Mathematics, Engineering, or other STEM field
Preferred Qualifications
- Experience in a SaaS company with a subscription and/or usage-based business model.
- Familiarity with AI model/LLM token costs and cloud hosting (AWS, Azure, or GCP).
- Experience with using modern FP&A software (e.g., Pigment, Aleph).
What the Team is Saying
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What We Do
Eve Legal is pioneering the future of legal technology by focusing on AI-driven solutions that empower plaintiff-side law firms. With a robust platform designed for efficiency and effectiveness, Eve leverages artificial intelligence to streamline case analysis, enhance decision-making, and optimize client outcomes. Our mission centers on providing attorneys with the tools needed to stay competitive and navigate the legal landscape effectively, especially in an era where demands on legal professionals continue to grow. Eve’s commitment to innovation is evident in their focus on speed, scalability, and reliability. The platform supports legal teams in managing high caseloads with fewer resources, reducing the time spent on routine tasks, and enhancing the ability to focus on high-impact work. Through deep industry insights and a user-centric approach, Eve is setting a new standard in legal tech by combining technical excellence with a nuanced understanding of the plaintiff-side practice needs. With a core belief in elevating legal practices through visionary tools, Eve is committed to reshaping the way legal professionals serve their clients, improving access to justice, and fostering a more efficient legal ecosystem.
Why Work With Us
You’ll join a high-performing team that thrives on collaboration, grit, and innovation. We value excellence, visionary thinking, and elevation as we tackle ambitious goals. Enjoy a supportive, growth-oriented environment with a robust benefits package, where everyone’s contributions are valued, and real impact in legal tech is made together.
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Eve Offices
Hybrid Workspace
Employees engage in a combination of remote and on-site work.
We are located at a beautiful office on 3rd Ave in the heart of San Mateo and 2 blocks from Caltrain. Some of our teams are remote while others have a hybrid model of coming into the office 3 days/week and remote 2 days/week.
