Collaborate with cross-functional teams to identify and assess opportunities to drive users and revenue, focusing on consumer and ads products, sales, and marketing.
Build models, forecasts, and business cases to guide planning, investment, and resource allocation.
Conduct market research to analyze industry trends, competitive landscape, and user and advertiser needs.
Reddit is a community of communities built on shared interests, passion, and trust, hosting open and authentic conversations online. With 100,000+ active communities and approximately 130 million daily active unique visitors, it is one of the internet's largest sources of information.
Own the integrated company plan: long-range and annual planning, forecasts, headcount, and cash.
Build and develop a strong FP&A and Strategic Finance team from a lean starting point.
Partner with GTM and R&D on pricing, unit economics, and investments; lead Board reporting and fundraising.
TRM Labs provides AI-powered intelligence solutions that help public and private agencies investigate and disrupt crime. It is a Series C, distributed-first company with $220M in funding, known for a fast-paced, mission-driven culture.
Build an AI-assisted, driver-based economic model connecting usage and billing data across hundreds of SKUs to shape TRM's investments in AI, cloud, and compute.
Partner with the CTO and R&D leadership to lower R&D costs as a percentage of revenue while maintaining product velocity, using AI to surface optimization opportunities.
Own planning, forecasting, and headcount capacity models, and lead investment cases that inform major infrastructure and R&D commitments.
TRM Labs provides AI-powered intelligence solutions that help public and private sector agencies investigate and disrupt crime. It is a Series C company with $220M in total funding, operating as a distributed-first team with hubs across the US, UK, and Singapore.
Serve as a strategic finance business partner to operational leadership, driving financial oversight and decision support.
Lead budgeting, forecasting, pricing analysis, and operational improvement initiatives to boost profitability.
Manage and develop a Financial Analyst while leveraging AI tools and BI platforms to enhance reporting and analysis.
Apex Companies is a consulting and engineering firm that shapes communities, protects the environment, and creates lasting impact. It is a fast-growing AEC industry leader recognized by Zweig Group, with a collaborative culture and shared commitment to exceptional outcomes.
Partner with leaders across Luxe, Monthly Stays, and Airbnb for Business to drive investment decisions.
Build business cases, model returns, and frame tradeoffs for major investments.
Own performance management, forecasting, and reporting for incubation businesses.
Airbnb is an online marketplace for unique stays and experiences, connecting hosts with guests worldwide. Founded in 2007, it has grown to over 5 million hosts and 2 billion guest arrivals, with a culture of inclusion and belonging.
Own the accuracy, automation, and visual presentation of GTM-facing financial dashboards and reporting.
Provide direct decision support to GTM leadership by translating financial data into actionable insights.
Partner with the Senior Director, FP&A to improve financial models and track revenue retention metrics.
Morning Consult is a global decision intelligence company that helps modern leaders make smarter, faster, better decisions by pairing high-frequency data with applied AI. The company has three office locations and a remote-friendly culture.
Own core FP&A models, budgeting, forecasting, and executive reporting packages.
Build KPI dashboards and automate recurring analysis with BI and data engineering.
Partner with leaders and use AI tools to turn questions into actionable answers.
RapidSOS is a public safety AI company that fuses life-saving data from connected devices and global tech partners for emergency response. They serve 23,000+ agencies and one million first responders, with a mission-driven, inclusive culture.
Own the recurring reports, dashboards, and variance analyses that leaders check first
Help shape budgets, forecasts, and financial models that guide where PAR invests next
Turn raw data into trusted numbers and spot trends to support business decisions
PAR Technology Corporation provides restaurant technology solutions, including point-of-sale, digital ordering, loyalty, and back-office software alongside hardware and drive-thru offerings. With over 100,000 restaurant locations across 110 countries, the company fosters a 'Better Together' culture focused on innovation and guest connections.
Lead financial planning and forecasting for GitLab's R&D organization, partnering with the CTO and leadership.
Own R&D operating plans across headcount, cloud, AI/LLM costs, and tooling, linking investment to outcomes.
Drive AI transformation of FP&A processes, redesign workflows, and lead a team of analysts.
GitLab is a DevSecOps platform that helps organizations increase developer productivity and accelerate digital transformation. Trusted by over 50 million registered users, it has a high-performance, remote-first culture with AI at its core.
Support company-wide budgeting and forecasting processes with stakeholders to drive accountability.
Maintain a forward-looking financial model to accurately predict performance and drive growth.
Provide data-driven insights and reporting to leadership, board, and investors on a recurring basis.
Outschool is an online marketplace offering live online classes for kids, reimagining education to make learning personal, dynamic, and deeply human. With over 1.5M learners and $100M in annual bookings, we foster a culture of curiosity, risk-taking, and career growth.
Write realistic PowerPoint tasks based on your own IR or FP&A reporting cycle, including building decks and rolling them forward.
Complete each task yourself to establish a correct answer and create a precise yes/no grading checklist.
Define what a correct deck looks like with enough detail for AI graders to evaluate attempts.
Aptura is a London-based company focused on understanding how AI is transforming professional work, with a close look at finance and advisory roles. Founded by former Lazard, McKinsey, and Partners Group professionals, it operates as a lean, expert-driven team.
Design realistic financial analysis and accounting tasks for AI model evaluation.
Build and validate financial models, forecasts, budgets, and cash flow projections.
Create reference solutions and review AI-generated financial outputs for accuracy.
Anyone AI creates high-quality training and evaluation data for frontier AI models. They offer flexible, remote contract work for experts to help improve AI capabilities.
Develop unit economics frameworks and financial models to drive strategic decision-making.
Assess the financial impact of new products and initiatives, partnering cross-functionally to drive insights.
Communicate company financials and KPIs to internal and external stakeholders.
Super.com is a consumer technology company that helps maximize lives through its products and services, including travel discounts via SuperTravel. It is a fast-paced, high-growth tech company that cares about its people and takes career progression seriously.
Own and evolve Jasper's FP&A processes, including budgeting, forecasting, and variance analysis.
Build and maintain the financial operating model with scenario planning to support strategic decisions.
Partner with GTM and EPD leaders to keep financial plans grounded and prepare board-level reporting.
Jasper is a marketing agents platform that helps enterprises orchestrate AI agents to execute marketing work at scale. Founded in 2021, the company is trusted by hundreds of enterprises around the world and has team members across the U.S., Australia, and France.
Partner with cross-functional leaders to develop budgets, forecasts, and monthly reports.
Support product and marketing teams with custom financial modeling and market insights.
Own planning processes and support investor relations and corporate development.
Greenlight is a family technology company helping families raise financially smart kids through products like a debit card, app, and safety trackers. With over 6.5 million family members, the company fosters a bold, collaborative culture focused on making a real impact.
Embed with GTM and Product teams to drive driver-based financial models and quantify returns on decisions.
Investigate metric movements to explain root causes, assess implications, and provide actionable recommendations.
Build live data pipelines and modernize planning infrastructure using SQL, Databricks, and automation tools.
Plooto is a Canada-born fintech company that enables small and mid-sized businesses to manage payments securely and simplify cash flow. The company is scaling with a team that values integrity, agility, and customer focus, backed by experienced fintech leaders.
Conduct research and data analysis to support client engagements, including financial summaries, KPI analysis, and market comparisons.
Use AI tools like Claude to accelerate drafting, analysis, and document review while independently validating outputs.
Proactively identify next steps, improve processes, and communicate insights clearly to clients and teammates.
FinStrat Management is a fractional CFO firm serving SaaS companies, leveraging AI tools like Claude to deliver finance services efficiently. The company fosters a collaborative, learning-oriented culture that values curiosity, initiative, and strong relationships.
Own financial results and analytical depth for a business area as a strategic finance partner.
Build financial models, business cases, and unit economics analyses to turn numbers into decisions.
Collaborate with department heads and leadership to shape forecasts, budgets, and growth strategy.
Hostinger is an AI-first web hosting company serving over 5.5 million clients in 150 countries. The culture is guided by 10 company principles, emphasizing AI adoption, continuous learning, and ownership.
Create realistic PowerPoint tasks from your own deal work, including building decks from source documents and filling corporate templates.
Work through each task to define a correct answer and write a yes-or-no checklist precise enough for AI grading.
Apply, attend a 30-minute walkthrough, and submit one original task with input files and rubric for team review.
Aptura is a London-based company studying how AI is changing professional work, with a focus on finance and advisory. Founded by former Lazard, McKinsey and Partners Group professionals, the company values precision and practical insight.
Own the budget, rolling forecast, financial models, and project-level P&Ls.
Educate project managers and executives on financial results and best practices.
Modernize finance reporting with AI and automation to cut manual effort.
Truss is a software development consultancy that builds government technology people actually want to use. We are a remote-first collaborative team that cares deeply about work-life balance and making government services work better.