Maintain and enhance detailed three-statement financial models for publicly traded companies.
Conduct company research, financial analysis, and ad-hoc due diligence to support research objectives.
Develop sector expertise and contribute to model improvements and client support.
They provide a sophisticated global financial research and intelligence platform. They foster a collaborative environment with a focus on accuracy and continuous learning.
Analyze financial statements, cash flows, and company performance
Build and update financial and valuation models in Excel
Support business valuations using DCF, market multiples, comparable companies, and transaction analysis
This boutique financial advisory firm provides business valuations, financial analysis, and corporate finance services to international clients. The firm is small and collaborative, offering mentorship and increasing responsibility over time.
Evaluate AI-generated and human-produced investment banking work against detailed criteria.
Assess financial models, valuations, and transaction materials for accuracy and professional standards.
Provide clear, evidence-based written explanations of assessments to improve AI systems.
Jobgether is an AI-powered job matching platform that connects candidates with hiring companies. They use technology to streamline the application process and are a small to medium-sized company focused on efficiency and data-driven recruitment.
Client-quality deliverables across IB workflows: valuation and operating models, pitch and teaser materials, comps and precedent analyses, and decks, built so a model can learn from them.
End-to-end deal tasks rather than one-off questions, built out in full (a full M&A or financing process is one example among many).
The same standards you'd apply to real deal work, including regulated-industry expectations.
Aptura is a team from Lazard, Partners Group and McKinsey. We work with frontier AI labs to bring real investment banking and private equity expertise into how their models reason.
Build and refine financial models to support strategic business decisions
Analyze operational data and structure corporate finance metrics
Communicate findings and progress through regular remote check-ins
Terac is building the world's largest pool of vetted human experts for AI. The company recruits, screens, and pays study participants across industries, languages, and skill sets.
Build and evaluate complex financial models based on provided corporate data.
Document your analytical process and strategic forecasting decisions.
Walk us through your methodology using asynchronous screen sharing.
Terac is building the world's largest pool of vetted human experts for AI. Researchers, AI labs, and product teams use Terac to recruit, screen, and pay study participants across industries.
Conduct thorough due diligence on prospective issuers, companies, vendors, partners, and counterparties, presenting findings in decision-ready formats.
Perform fundamental analysis and build commercial and financial models to evaluate product structures, pricing, deal economics, and profitability.
Prepare internal committee memos, decision documents, and management presentations that translate complex analysis into actionable recommendations.
Binance is a leading global blockchain ecosystem behind the world's largest cryptocurrency exchange by trading volume and registered users. The company is trusted by 300+ million people in 100+ countries and offers a range of digital-asset products, with a results-driven culture and flat structure.
Design and author technical accounting scenarios and edge cases.
Build evaluation rubrics for financial planning and analysis tasks.
Peer-review financial scenarios created by other experts for accuracy.
Terac is building the world's largest pool of vetted human experts for AI. Researchers, AI labs, and product teams use Terac to recruit, screen, and pay study participants across industries, languages, and skill sets.
Review AI-generated financial article drafts for accuracy, relevance, and clarity.
Fact-check financial data and market developments using reliable research methods.
Write concise, investor-focused commentary of 150–300 words explaining the significance of news events.
They are a company focused on financial journalism and AI-assisted content production. They foster a collaborative, fast-paced environment with an emphasis on accuracy and analytical thinking.
Lead modeling for M&A, spin-offs, IPOs, and other liquidity events across incubation portfolio.
Conduct comparable company analysis to inform M&A, fundraising, and strategic planning.
Build and manage financial models including scenario planning, cash planning, and unit economics.
Red Cell Partners is an incubation firm building and investing in rapidly scalable technology-led companies in healthcare, cyber, and national security. The firm is united by a shared sense of duty and belief in innovation, with a team that values collaboration and strategic impact.
Support the Portfolio Manager in developing industry research reports on application layer topics like consumer internet, software, and fintech.
Assist in preparing investment memos and driving thematic research to find new equity investment opportunities.
Join research calls with management teams and partner with the Marketing Team on public-facing content.
Greycroft Public Opportunities Fund is a concentrated, long-only equity securities fund focused on pre-IPO and early-stage public investments. It is part of Greycroft Partners, a multistage venture capital firm that has managed over $3.3 billion and partnered with more than 400 founders since 2006.
Design and apply evaluation criteria for consulting deliverables such as market analyses and financial models.
Assess AI-generated and human work, providing evidence-based scores and justifications.
Work independently in a remote, asynchronous environment to improve AI model reasoning.
They are an AI-focused organization improving the quality of AI outputs through expert evaluation. The work is fully remote and asynchronous, with an emphasis on independent problem-solving and collaboration with senior reviewers.
Review comprehensive financial reports (200–300 pages) to identify key fiscal drivers within corporate strategy.
Answer nuanced questions on corporate finance, risk, and strategy based on provided data.
Ensure research outputs reflect the practical realities of high-level financial management for B2B validation.
Prolific is building the largest pool of quality human data in the world, used by over 35,000 AI developers, researchers, and organizations to gather data from paid participants. The company is positioned at the forefront of AI innovation, integrating diverse human perspectives into AI development.
Own conference preparation, investor research, presentations, and financial models from concept to completion.
Build and maintain databases, pipeline trackers, and dealflow scoring for credit fund operations.
Coordinate tasks, deadlines, and reporting to ensure progress and blockers stay visible.
Xsolla is a global commerce company providing tools and services for the video game industry, helping developers fund, distribute, market, and monetize their games. With over 1,500 developers served, it fosters a collaborative and inclusive culture focused on innovation.
Assess complex consulting deliverables including market analyses, strategic recommendations, and financial models.
Create precise evaluation criteria and provide evidence-based assessments for AI-generated consulting work.
Work remotely and asynchronously while collaborating with senior reviewers.
Our partner is a company seeking management consultants to evaluate and improve AI systems. They offer a remote, asynchronous work environment with competitive compensation.
Build acquisition models and perform financial analysis to support deal decision-making.
Manage transaction execution from Letter of Intent through closing, coordinating due diligence across workstreams.
Prepare investment memos and presentations for leadership and board reviews.
Guardian Fire Services is building a leading platform for fire protection and life safety in the U.S. Since 2022, the company has acquired more than a dozen owner-operated businesses, offering resources and stability while preserving local identity.
Lead the annual budgeting process and maintain robust financial forecasting models.
Manage contract negotiations with external vendors and service providers.
Oversee expense review and approval workflow ensuring governance compliance.
Woven Capital is Toyota's growth-stage venture capital arm managing $1.6 billion, investing in companies advancing mobility and emerging technologies. The team is part of a global platform at Toyota, fostering a culture of innovation and strategic growth.
You'll advise a portfolio of customers, building P&L reviews, scenario work, and capital decision support.
You'll create repeatable financial tools, AI agents, and templates that scale customer insight.
You'll collaborate with product and engineering to turn manual work into product features.
Ambrook is rebuilding financial infrastructure for American family-run businesses, offering modern tools for accounting, banking, and spending. As a Series A startup backed by Thrive Capital and Homebrew, they've grown from 100 to over 8,000 customers.