Own the driver-based operating model, annual budget, forecast cycle, and variance analysis.
Build financial cases for new products, verticals, and partnerships, including unit economics and vendor spend.
Deliver executive-ready reports and lead monthly business reviews.
Jerry is building the first AI-powered advisor to manage all your physical assets, from car insurance to home and beyond. We are a small and mighty team that has reached 5M+ customers, raised $240M+, and achieved profitability, with a culture of ownership and learning.
Writing realistic Excel tasks from private equity work, including extending models, fixing broken ones, and building from a brief
Working through each task yourself to ensure there is a clear, correct answer
Writing yes-or-no criteria precise enough that a grader can mark any attempt against them
Aptura is an applied AI and data company that works with frontier labs to train AI systems on real professional work. The company builds high-quality evaluation and training environments, and engages independent experts for project-based tasks.
Lead strategic analyses from framing through recommendation for growth decisions.
Identify and champion international and adjacent acquisition candidates.
Build and deploy AI agents to automate target tracking and analysis.
Life360 is a family safety and connection platform offering location sharing, crash detection, and tracking devices. With over 500 remote-first employees, the company fosters a mission-driven culture focused on AI innovation and member trust.
Own the company-wide financial model and forecasting processes.
Partner with the CFO on strategic analysis and board reporting.
Drive automation and AI integration in FP&A workflows.
Flodesk is a fast-growing email marketing company that helps entrepreneurs design emails and sell online. They are a remote-first company with a globally distributed team and a commitment to diversity.
Build and run the FP&A and strategic finance function as a one-person team, with agents doing the heavy lifting.
Own the numbers: monthly performance, budget, plan, and build the case for where to invest next.
Partner with P&L owners and the CFO, drive the annual budget, and define benchmarks for AI initiatives.
Cargo.one is building the AI-powered infrastructure layer for logistics, connecting airlines and freight forwarders on one platform. Backed by investors like Index Ventures and Bessemer, it's a well-funded startup that encourages autonomy and building with AI.
Lead annual planning, forecasting, and monthly reporting for the Marketing organization, focusing on financial performance and growth metrics.
Analyze marketing spend, pipeline, and ROI to identify opportunities for improved efficiency and investment visibility.
Partner with cross-functional teams to implement AI-driven solutions that enhance decision-making and operational efficiency.
Sophos is a global cybersecurity company that provides innovative security solutions to protect organizations from cyber threats. It operates with a remote-first work culture and a diverse, collaborative team.
Leverage investment banking and financial modeling expertise to design realistic Excel-based tasks for AI evaluation.
Complete each assignment to establish reference solutions and develop objective grading rubrics.
Work independently on a flexible, remote schedule with immediate start and weekly task-based compensation.
This partner company is advancing AI evaluation in financial modeling by engaging experienced investment banking professionals. It offers a fully remote, flexible project-based workflow with a focus on independent work and data integrity.
Own the consolidated financial model and lead budgeting processes.
Partner with business leaders to deliver actionable financial insights.
Manage SaaS metrics, procurement, and revenue commissions.
Fast-growing technology business operating at the intersection of fraud prevention, device intelligence, and enterprise software. It fosters an inclusive, collaborative remote culture that values diverse perspectives and professional growth.
Manage and build revenue forecasting models across multiple products, incorporating stakeholder inputs and operating drivers.
Own labor and non-labor forecasts, quarterly forecast cycles, and three-statement modeling while improving management reporting.
Define data requirements, coordinate with cross-functional teams, and investigate product margin performance to support strategic initiatives.
The company operates an internationally distributed e-commerce business, shipping roughly 500,000 products per month and managing tax, duty, and logistics across shipping lanes. Its culture emphasizes curiosity, collaboration, and self-direction, with a finance team scaling through analyst support.
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.
Lead annual planning, long-range planning, and monthly/quarterly forecasts.
Run monthly business reviews and prepare board and investor materials.
Partner with executives on pricing, marketing spend, and key investments.
Hungryroot is using AI to build a consumer-centric food and wellness company, acting as a personal assistant for healthy living by recommending and delivering groceries, recipes, and supplements. The company is a distributed team of top talent across 28+ U.S. states with a remote-first culture that emphasizes collaboration, team-building, and flexibility.
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.
Lead GTM finance strategy and operating cadence across sales, marketing, customer success, and operations.
Own planning, forecasting, and resource allocation for bookings, ARR, pipeline, capacity, and profitability.
Modernize GTM finance with AI, automation, and advanced analytics while overseeing sales compensation strategy.
Abnormal protects the humans behind the world's most critical organizations from AI-powered cybercrime. 5,000 enterprises trust our behavioral AI platform.
Lead the company's financial planning cycle, including long-range plan, annual operating plan, and monthly/quarterly forecasts.
Build and maintain the integrated financial model with three-statement modeling, key metrics, and scenario analysis.
Drive automation and AI-enabled processes for reporting, forecasting, and board materials.
Hello Heart is an AI company focused exclusively on heart health, building a platform that predicts and prevents cardiac events before they happen. They serve over 80% of large U.S. health plans and hundreds of employers, with a positive, diverse, and supportive culture.
Provide strategic insights and analytical support to guide business priorities and investment opportunities.
Conduct market research, competitive intelligence, and financial modeling to support decision-making.
Build business intelligence tools and leverage AI-powered platforms to streamline reporting and knowledge management.
This role supports a partner company in the security and IT sector, focusing on strategic growth and innovation. The work environment is fully remote, collaborative, and innovation-focused.
Evaluate and annotate complex financial materials to support AI training.
Draft, review, and refine financial deliverables like pitchbooks and valuation models.
Assess AI-generated financial content and provide actionable feedback on accuracy and reasoning.
The client is developing next-generation AI systems focused on investment banking and financial analysis. Team size and culture details are undisclosed, but the project values practical financial expertise and collaborative remote work.
Develop realistic FP&A tasks that test AI agents' analytical capabilities.
Build reference solutions with transparent formulas and documented assumptions.
Evaluate AI agents on financial data, identifying errors and unsupported conclusions.
Anyone AI is a company that develops realistic tasks to test AI agents' ability to analyze business performance and support financial planning. We are a remote-first team with flexible hours, fostering a collaborative and innovative culture.
Build business cases for capex and new initiatives through investment and ROI analysis.
Drive competitive and market analysis to inform pricing and investor narratives.
Use AI to accelerate finance and IR processes while supporting cash forecasting and KPI insights.
Bright Machines is a next-generation, AI-enabled manufacturer focused on data center infrastructure production. We're a team of innovators and experts building the Bright Factory model to reshape manufacturing, recognized by Forbes AI 50 and the World Economic Forum.
Own the full financial planning cycle, including forecasting, budgeting, and long-range modeling.
Drive strategic decisions through unit economics, variance analysis, and performance reporting.
Lead cross-functional teams and advance AI-native financial analysis across the organization.
Extend revolutionizes the post-purchase experience with AI-driven solutions for customer service, returns, fulfillment, and protection. Working with 1,000+ merchants and backed by top investors, it offers a collaborative, supportive culture in San Francisco.