Construct expert benchmarks: Build and validate real-world underwriting models and investment cases used to evaluate frontier AI systems.
Stress-test model reasoning: Diagnose weaknesses in AI-generated real estate analyses and identify where logic or market intuition fail.
Design frameworks: Translate how REPE professionals evaluate acquisitions and structure transactions into problems that push the limits of AI reasoning.
Mentis AI operates at the intersection of institutional finance expertise and frontier AI systems. Our team combines financial services experience with machine learning and applied AI research, collaborating with leading AI labs to improve how models reason and make decisions.
Collaborate with VPs, Director of Construction and Real Estate and Project Managers to develop annual capex budget.
Forecast monthly capital expenditure dollars based on project progression and current dollars spent.
Partner with the Operational, Accounting, and Lease Administration teams to identify inefficiencies and streamline systems and processes.
Concentra is the nation’s leading occupational health care company that has been in the industry for over 40 years. Concentra colleagues provide exceptional service to employers and exceptional care to their employees.
Conduct financial, operational, and market analyses to support the identification and evaluation of potential acquisition targets.
Build and maintain detailed financial models (e.g., pro formas, valuations, ROI analysis).
Assist in due diligence processes including data room organization, document review, and coordination with internal and external stakeholders.
Integrated Dermatology is a high-growth Dermatology-focused Physician Practice Management (PPM) led by a seasoned executive team. They partner with top-tier dermatologists across the country, offering operational, financial, and strategic support to help them grow their practices while maintaining clinical autonomy.
Underwrite parking properties: Analyze historical financials and forecast future financial performance to determine investment viability.
Conduct real estate due diligence: Evaluate property risks, contract terms, and operational considerations before acquisition or partnership decisions.
Collaborate with external stakeholders: Engage directly with real estate executives and investment professionals, often discussing data-dense models.
AirGarage aims to revolutionize real estate, beginning with parking, by unifying fragmented software and manual processes into a data-rich operating system. They empower real estate owners with real-time visibility and revenue increases, partnering with industry leaders and leveraging data-driven insights.
Provide competitive market analysis and ensure data quality for financial products and services.
Conduct research and analysis to assess products/services, aiding businesses in making informed decisions.
Assign projects to researchers and liaise with data research, editorial, methodology, and SEO teams.
Forbes Advisor helps readers turn their aspirations into reality, providing trusted advice and guidance for informed decisions. They are an experienced team of industry experts with decades of experience across various fields, committed to helping readers make smart choices.
Provide end-to-end data support across all marketplaces, serving as a central point of execution for data-related requests.
Use Excel (VLOOKUPs/XLOOKUPs, formulas, pivot tables) to analyze datasets, identify errors, and surface inconsistencies.
Clean, audit, and cross-validate data between sources to ensure accuracy and consistency.
Acquco builds consumer brands through strategic acquisitions and growth across online e-commerce platforms and offline retail sales channels. They exceeded $300M+ in top-line revenue last year and focuses to rapidly scale into omnichannel globally including brick & mortar retail stores.
Prepare daily/weekly/monthly reporting and explanations of changes to the borrowing base or asset sale base.
Prepare estimations, analysis, and reconciliation of funds flow/funds matching / draws from bank accounts.
Support accounting footprint on capital market activities and work with engineers to develop automated reports.
Aven is a fintech company that has invented a new credit card powered by an advanced asset-securing platform, enabling them to offer lower APRs to consumers. The team combines technology and finance executives and is backed by prominent investors.
Utilize inventory forecasting software to identify and track product trends and life cycles.
Analyze trends, historical demand, and customer input to identify accurate purchase quantities and timing.
Design metrics and prepare reports to analyze in stocks, and create stocking orders based on forecasting analyses.
SupplyHouse.com is an e-commerce company specializing in HVAC, plumbing, heating, and electrical supplies since 2004. They value every individual team member and cultivate a community where people come first, celebrating diversity and empowering everyone to reach their full potential.
Build strong relationships with vendor partners, ensuring effective communication and collaboration.
Recommend opportunities to improve efficiency and effectiveness of current portfolio of solutions.
Maintain marketplace knowledge, identify potential vendors, and make recommendations for vendor selection.
Liberty Mutual's Personal Lines Property & Specialty Product team designs and launches home and specialty insurance solutions. They are focused on meeting customer and agent needs by preparing and executing program rollouts, delivering on their growth roadmap, and modernizing pricing and technology.
Assist our editorial team in creating top-quality content.
Lead a team that provides competitive analysis on the market.
Ensure the quality and accuracy of data collection and analysis for various subjects.
Forbes Advisor aims to help readers turn their aspirations into reality by providing trusted advice and guidance for informed decisions. They are an experienced team of industry experts of a seasoned and successful company.
Develop and execute comprehensive account strategies.
Partner with retail stakeholders to identify new store locations.
Serve as senior liaison to cross functional leaders within strategic retail partners.
EcoATM is a technology company and a pioneer of device re-commerce. Through their automated kiosks and online marketplace, they enable people all over the world to join the mobile device re-use revolution. At EcoATM they know their employees are their greatest strength and the key to their continued growth and success.
Develop and maintain financial models and analytical frameworks that support KPI Management, Unit Economics, strategic decisions.
By leveraging AI and other available resources, have the opportunity to lead the motion towards internal automation of FP&A processes.
Create clear, concise reports and presentations that translate complex financial data into actionable insights for Company Leadership
Nooks.ai is the AI Sales Assistant Platform (ASAP) that automates the busywork so reps can focus on the human part of selling and generate more sales pipeline. They are a team of high performers with over $70M raised from top VCs and have experienced rapid ARR growth.
Partner across departments to drive growth and improve decision-making.
Model the business, analyze performance and design decision-support tools.
Improve efficiency and outcomes by influencing decisions and simplifying complexity.
Galileo Learning is a nationally recognized summer day camp dedicated to empowering young innovators to change the world. Since 2002, they’ve inspired hundreds of thousands of kids across 90+ diverse communities, becoming a leader in the Innovation Education Movement.
Analyse financial statements, business models, and competitive positioning
Identify key narratives, risks, and long-term drivers
Simply Wall St helps people become confident, long-term investors by providing individual investors the capabilities to build a portfolio. It is a global, B2C SaaS startup with a small team, operating at scale with 6.5 million users across 180 countries.
Act as a trusted expert influencing peers, senior leaders and the enterprise strategy
Own and evolve a qualitative and quantitative toolkit and translate findings into actionable narratives.
Communicate insights through concise written products and compelling presentations.
Target is a well-recognized brand and a leading retailer in America. The company is committed to corporate citizenship, ethical practices, environmental stewardship, and community support, and gives 5 percent of its profits back to the communities.
Develop and maintain financial models to support budgeting, forecasting, and long-term planning.
Analyze financial performance, identify trends, and provide actionable insights to senior management.
Collaborate with business units to understand their financial needs and provide analytical and strategic support.
Nextech is a leader in specialty healthcare technology solutions. They invest in their employees through competitive pay, a generous bonus structure, great healthcare, a comprehensive wellness program, and many other benefits. They are an equal opportunity employer with a commitment to diversity.
Support the preparation of monthly and quarterly cash flow forecast.
Proactively identify levers to manage cash and ensure our burn rate stays in line with company goals.
Enhance FP&A processes to improve accuracy, efficiency, and insight.
Dataiku is The Universal AI Platform™, giving organizations control over their AI talent, processes, and technologies to unleash the creation of analytics, models, and agents. Providing no-, low-, and full-code capabilities, Dataiku meets teams where they are today, allowing them to begin building with AI using their existing skills and knowledge.
Work as a member of the FP&A team delivering forecasts and analysis, with a strong focus on data integrity and execution.
Assist with budgeting, forecasting, and planning processes, working closely with leadership to incorporate inputs and meet timelines.
Support monthly close and forecast update cycles by validating actuals, updating forecasts, and ensuring alignment between Accounting and FP&A.
Juniper Square's mission is to unlock the full potential of private markets by digitizing them and bringing efficiency, transparency, and access to one of the most productive corners of our financial ecosystem. They offer employees a variety of ways to work, ranging from a fully remote experience to working full-time in one of their physical offices.
Craft compelling, insight-driven stories that influence retail decision makers.
Create insight-rich, visually compelling presentations showcasing the power of data.
Diagnose client challenges and uncover opportunities in merchandising strategy/shopper engagement.
NIQ is the world’s leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior. NIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach and operates in 100+ markets.