Strategic Finance Associate at LangChain building financial models, forecasting, and investor reporting for an AI agent platform company. Role spans FP&A, go-to-market planning, and cost analysis with active use of AI tools to scale finance operations.
At LangChain, our mission is to make intelligent agents ubiquitous. We build the foundation for agent engineering in the real world, helping developers move from prototypes to production-ready AI agents that teams can rely on. We began as widely adopted open-source tools and have grown to also offer a platform for building, evaluating, deploying, and operating agents at scale.
With $125M raised at Series B from IVP, Sequoia, Benchmark, CapitalG, and Sapphire Ventures, we’re at a stage where we’re continuing to develop new products, growth is accelerating, and all team members have meaningful impact on what we build and how we work together. LangChain is a place where your contributions can shape how this technology shows up in the real world.
Today, our platform includes LangSmith (Observability, Evaluation, Deployment, Fleet, and Sandboxes), our open source frameworks (LangChain, LangGraph, and Deep Agents), and the newly launched LangSmith Engine for autonomous agent improvement. We have 100M+ monthly open source downloads, 6,000+ active LangSmith customers, and 5 of the Fortune 10 use LangSmith in production (+ 35% of the Fortune 500 overall), including teams at Klarna, Clay, Coinbase, Workday, Lyft, Cloudflare, Harvey, Rippling, Vanta, LinkedIn, Monday.com, Nvidia, and Bridgewater.
This role is deliberately broad. You'll own financial models across forecasting, go-to-market planning, cost and gross margin analysis, Board and investor reporting, and CAC payback analyses. You'll work closely with Sales, RevOps, Marketing, EPD, and People to make sure financial clarity informs decisions across the company, not just inside finance.
You'll use AI tools actively, both to accelerate your own work and to help build the systems that scale our finance function as we grow.
We're looking for someone who combines the analytical rigor of investment banking or private equity with the scrappiness and speed of an early-stage operator. You can build a three-statement model one day and negotiate a vendor contract the next. You won't be on the sidelines. You'll be front and center, turning data and frameworks into the decisions that move the business forward.
This is an in-office role based in our San Francisco or New York office.
Build and maintain financial models across revenue forecasting, headcount planning, and cost and gross margin analysis
Own Board and investor reporting: packaging financial results, variance analysis, and forward-looking narratives into clear, accurate materials
Build dashboards and reporting that give leadership real-time visibility into revenue, burn, unit economics, and key operating metrics
Partner with Sales and RevOps on go-to-market planning, quota modeling, pipeline analysis, and CAC payback tracking
Support fundraising, investor relations, and strategic transactions, including M&A and partnerships, with data-driven analysis and materials
Work cross-functionally with Marketing, EPD, and People to support budgeting, headcount decisions, and business reviews
Drive procurement, vendor evaluation, and cost optimization across the company
Support the accounting close process and own key elements of financial operations as we build out the function
Take on high-priority, ambiguous projects that move the needle: pricing strategy, market analysis, sales compensation design, or whatever the business needs most
Identify and solve operational bottlenecks before they become problems
Identify process gaps and build systems, using AI tools where they add real leverage to keep finance running efficiently at scale
You run to the roar: you lean into hard problems, ambiguity, and fast-moving challenges
5+ years of experience in finance, with a mix of investment banking, FP&A, or strategic finance at a high-growth tech company
Strong financial modeling skills: you can build a clean, well-structured model from scratch and explain it to a non-finance audience
Experience supporting or owning Board and investor reporting in a startup or growth-stage company
Familiarity with SaaS or usage-based business models, including ARR, NRR, CAC, and LTV metrics
Comfort operating in ambiguity - you don't need a fully defined scope to do good work
A genuine interest in AI tools and how they can improve the way finance work gets done
Clear written and verbal communication; you'll be presenting to leadership and partnering with people across every team
You have start-up DNA: You thrive in fast-paced, ambiguous environments with fast-moving teams where scope and priorities evolve.
You are motivated to build something great: you hold a high bar for quality, craft, and impact.
You embrace hot takes: you share informed opinions, challenge the status quo, and engage in constructive debate
You operate with maximum agency: you take ownership, move work forward independently, and help others unblock
Annual salary: $145,000 - $155,000
Compensation Philosophy:
We offer competitive compensation that includes base salary, variable compensation for relevant roles, meaningful equity, benefits, and perks. Actual compensation and offerings will vary based on role, level, and location. Team members in the EU, UK, and APAC receive locally competitive benefits aligned with regional norms and regulations.
Benefits include medical, dental, and vision coverage, flexible vacation, a 401(k) plan, meals on in-office days in the US and more.