Hire the top 3% of freelance financial forecasting experts.

Toptal is a marketplace for top financial forecasting consultants. Top companies and start-ups hire financial forecasting consultants from Toptal for their mission critical projects.

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Our Exclusive Network of Financial Forecasting Experts

Aarish Shah

Financial Forecasting Expert

Aarish's led businesses for over a decade and currently works across a number of early-stage ventures as a finance director. He's also executed greenfield p...rojects and secured over $10 million in venture, debt, and working capital funding. He now freelances to tackle a variety of business challenges and to help technology startups and scale-up founders understand and model their financial needs, secure investments, and build scalable businesses. 

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Marty Mooney

Financial Forecasting Expert

Marty is a private equity professional who also has experience working inside small- and medium-sized businesses in a wide variety of industries. He has led... M&A processes and also helped CEOs create and drive strategies. In addition to closing private equity deals, he has raised debt and equity financing, built financial packages and financial models, worked as an interim CFO, and has helped start businesses.  

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Pablo A. Macias

Financial Forecasting Expert

A Harvard graduate, Pablo has developed financial models that resulted in the launch of four new digital and software business lines at Flex. He's also crea...ted M&A models for acquisitions in multiple industries: spanning financial services, industrials, and tech. Originally from Spain, Pablo moved to Silicon Valley to help develop growth strategies through M&A and new ventures, and he joined Toptal to help clients with their growth initiatives. 

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Jordan T. Mezoff

Financial Forecasting Expert

Jordan is a driven senior finance professional with extensive experience developing dynamic financial models for M&A transactions, growth strategy evaluatio...n, P&L forecasting, pricing, etc. He's also leveraged his leadership experience to execute several M&A and commercial deals as well as business process optimization and cost savings initiatives. Jordan now freelances to enjoy productive and exciting work alongside the freedom of freelancing. 

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Olivia Passoni

Financial Forecasting Expert

Olivia has over ten years of experience in advisory, specializing in valuation, financial and business planning, M&A, and capital raising. Olivia has advise...d companies of any size, including over 30 startup entrepreneurs during the fundraising process.
She is a Certified Valuation Analyst and is specialized in early-stage valuations.

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Petar Jordan Zivkovic

Financial Forecasting Expert

Petar currently leads the controlling and strategy division of Air Serbia with a €250 million budget. Previously at Deloitte and PwC, he also worked on 20+... M&A projects and various audit, valuations, and restructuring engagements in Eastern Europe, serving industries such as oil & gas, pharmaceuticals, and trade. Petar freelances to advise clients on complex financial modeling and due diligence, and link business and finance perspectives. 

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Miki Mitsuoka

Financial Forecasting Expert

Miki is an experienced finance professional with over ten years of experience. She has worked closely with C-level executives providing complex analysis, in...cluding M&A transactions and due diligence, forecasting, budgeting, modeling, company valuations, and ROI analysis. She has earned the CFA designation and passed all four CPA exams. Miki enjoys the flexibility of freelancing while helping clients with their financial analysis needs. 

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Michael Olafusi

Financial Forecasting Expert

Michael is an independent financial consultant with particular expertise in VBA, dashboards and modeling. He has worked with three of the largest telecommun...ications companies in Africa and built a dynamic portfolio model for a Canadian investment firm. He is a certified Advanced Financial Modeler (AFM) and one of the 125 official Microsoft Excel MVPs in the world. 

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Brad Carlson

Financial Forecasting Expert

Brad helps clients execute high stakes M&A, capital-raise and real estate transactions. Since 2014, he’s advised PE firms, real estate investors, family off...ices and global companies on 100+ on-demand projects, with 5-Star ratings. This is his full-time job. It allows him to focus on what he does best and enjoys most—preparing investor-ready deal materials and delivering objective, fact-based advice in support of mission-critical transactions. 

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Mathieu Audet

Financial Forecasting Expert

Mathieu has executed over $4.5B in M&A transactions and $2.0B in debt and equity financings while working at a leading investment bank (National Bank of Can...ada). He's experienced with both high-growth startups and global corporations in industries such as TMT, engineering and construction, retail, industrial, packaging, and real estate. He freelances to support executives in capital raising, M&A, corporate finance, and venture capital projects. 

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Hire Financial Forecasting Experts Seamlessly with Toptal

Talk to One of Our Industry Experts
A Toptal director of finance will work you to understand your goals, technical needs, and team dynamics.
Work With Hand-Selected Talent
Within days, we'll introduce you to the right financial forecasting expert for your project. Average time to match is under 24 hours.
The Right Fit, Guaranteed
Work with your new financial forecasting expert for a trial period (pay only if satisfied), ensuring they're the right fit before starting the engagement.


  • How are Toptal financial forecasting experts different?

    At Toptal, we thoroughly screen our financial forecasting experts to ensure we only supply experts of the highest caliber. Of the more than 100,000 people who apply to join the Toptal network each year, we accept fewer than 3%. You'll work with finance experts (never generalized recruiters or HR reps) to understand your goals, technical needs, and team dynamics. The end result: expertly-matched talent from our network, hand-selected to fit your business needs.

  • What is the no-risk trial period for financial forecasting experts?

    We make sure that each engagement between you and your financial forecasting expert begins with a trial period of up to two weeks. This means that you have time to confirm the engagement will be successful. If you're completely satisfied with the results, we'll bill you for the time and continue the engagement for as long as you'd like. If you're not completely satisfied, you won't be billed. From there, we can either part ways, or we can provide you with another expert who may be a better fit and with whom we will begin a second, no-risk trial.

  • How fast can I hire financial forecasting experts through Toptal?

    Depending on availability and how fast you can progress, you could start your no-risk trial with a financial forecasting expert within 48 hours of signing up. Most of our engagements start within 2 weeks of discussing your project with us.

Tap Into World-Class Talent

  • Trusted Experts Only

    All of our talent are seasoned experts who ramp up quickly, readily contribute as core team members, and work with you to minimize onboarding time.

  • The Right Fit

    We have a knack for matching you with the right fit. Start working with your new hire on a no-risk trial period, paying only if satisfied.

  • Scale as Needed

    Hire in under 2 weeks and scale your team up or down as needed, no strings attached.

  • Seamless Hiring

    We handle all aspects of billing, payments, and NDA’s. Let us take care of the overhead while you focus on building great products.

  • Flexible Engagements

    Choose the engagement type that suits your needs — hourly, part-time, or full-time — with the ability to change anytime.

  • Expert Talent Matching

    Focus on your project and enjoy support from your dedicated account executive and expert talent matcher.

Guide to Hiring a great Financial Forecasting Expert

Financial forecasting experts provide the industry knowledge and deep analytical skills needed to forecast sales volume and supply chain metrics with confidence. This guide provides a breakdown of the key skills and attributes you'll want in a financial forecasting expert.

How to Hire a Great Financial Forecasting Expert

To even begin understanding how market demand will affect the sale of your business’ goods and services is a daunting task. From seasonality to abrupt changes in demand levels, from strikes to macro events, a manager trying to anticipate future sales can quickly find their head spinning. On top of this, sales projections are an important factor when planning for cash flow management, inventory control, and the overall direction of your business.

While forecasting can be a time- and labor-intensive process, a skilled financial forecasting expert can add tremendous value to your business by ensuring the forecast is as accurate as possible while taking the associated work off of your plate. Even in cases where forecasting is conducted in-house, it pays to have an unbiased third-party expert come in and spot-check key inputs and assumptions to make sure your projections account for the unexpected.

Finding the right financial forecasting expert for your business comes with its own set of challenges. In this hiring guide, we will address how to identify the right candidate for the role and create the best environment for a successful engagement.

Why Hire a Financial Forecasting Expert?

Below are some of the most common reasons for retaining a financial forecasting expert alongside case studies to provide insight into how they can help your business plan for the future with confidence.

Outsource a Time- and Resource-intensive Process

While you may have the component parts needed to build a full sales forecast (e.g., an internal finance team, historical financial data, macroeconomic forecasts, and market research reports), it can be incredibly time- and resource-intensive to conduct a rigorous financial forecast, putting a strain on yourself and your company’s internal finance team. Furthermore, outsourcing provides a degree of impartiality in the analysis—a freelancer is incentivized only to do as good a job as possible, not to provide management with a rosy picture of future sales.

Case study: The VP of Finance of Able Aeronautics, a company that designs, manufactures, and sells airplanes and satellites, needs an experienced financial forecaster to direct a team of junior financial analysts in building out a sales forecast. Prior to kicking off the engagement, what information does the forecasting expert need to ensure a successful engagement?

In this case, the financial forecasting expert would begin by asking some high-level questions to fully understand the scope of the engagement and deliver the best forecast possible. Some questions they might ask include:

  • What’s the context and objective of the forecast?
  • What’s the relevance and availability of historical data?
  • What’s the desirable degree of accuracy?
  • What time period should the forecast cover?
  • What time frame is available for conducting the analysis?
  • What are the political/legal issues related to the forecast? Be aware of current laws or expected changes in laws that affect forecasts.
  • What are the major revenues and expenditure categories, as seen by management?

While the forecasting expert can (and will) answer many of these questions on their own over the course of their analysis, you want to start them off in as informed a position as possible. With these bases covered, they will begin to think about how business cycles, demographic trends, and anomalies in the existing financial data could affect their analysis before moving into the selection of the forecasting method.

The forecast itself will involve a blend of qualitative and quantitative research skillfully woven together by the financial forecaster to arrive at the clearest projection possible. Both types of research vary considerably—different types of models within quantitative methods, and different scopes of sources within qualitative—and will depend on the specifics of the forecast in question.

When forecasting, there’s a trade-off between the cost and accuracy of the forecast; an expert forecaster will optimize the forecast for the task at hand.

When forecasting, there’s a trade-off between the cost and accuracy of the forecast; an expert forecaster should take into account the context of the forecast prior to deciding on a methodology.

Avoid the Trap of Overly Optimistic Projections

For the inexperienced or in-house forecaster, it is all too easy to be overly optimistic when forecasting financials. It’s essential to hire a seasoned professional to make sure you can meet your financial obligations even when things don’t go as planned.

Case Study: Bubbling Beverages, a consumer beverage company, just finished preparing their sales forecast for the year. After looking at the projected expenses, the CEO is worried that the projections are not grounded in reality and decides to hire an external consultant to sanity check their model. How would the financial forecaster challenge the assumptions driving the forecast?

As an initial sanity check, the financial forecasting expert may begin with a top-down approach and look at gross margin, operating profit margin, and total headcount per client, comparing Bubbling Beverage’s ratios to the averages in the industry.

Next, an unsparing financial forecaster should challenge all assumptions informing the forecast. For example, if the Bubbling Beverages CFO expected their soft drink division to grow 5% next year, yet it’s been in steady decline for a decade, new laws are going to tax soft drinks higher, and a survey the forecaster conducted shows that the company’s largest customers plan to spend 10% less on soft drinks next year, then this assumption should be called out. The expert forecaster should similarly challenge the assumptions for all major contributors to cost and revenue.

Prepare for the Best and the Worst

While it’s tempting to put together an optimistic forecast where revenue goes up and to the right quarter after quarter, it’s essential to have a conservative forecast prepared to make sure you’ll be able to cover all of your obligations in the case where anything goes wrong. It’s also useful to think about an optimistic case, which will enable you to avoid sitting on a pile of cash in the case where everything does go perfectly as planned.

Case Study: After the forecaster has pressure tested the model, the CFO of Bubbling Beverages extends the engagement with their financial forecasting expert to build out additional cases. How might the financial forecaster adjust the model assumptions in the base case to build a conservative and aggressive sales forecast?

In preparing a conservative case, the financial forecasting expert might make the following adjustments:

  • Lower the price point to reflect a decrease in demand during an economic downturn
  • Introduce new products more slowly
  • Drop one marketing channel to reduce headcount expenditure
  • Make a significant reduction in sales staff

When preparing the aggressive case, the financial forecasting expert might adjust the assumptions and drivers in the following ways:

  • Maintain a low price point for the base product, but a higher price for the premium product
  • Introduce new products more quickly
  • Expand to three or four marketing channels
  • Make a significant increase in sales staff

Skills to Look Out For

Hard Skills to Look Out For

Financial forecasters often rely on historical data to map trends and determine how they will influence the business, making a solid grounding in financial modeling and statistical analysis a must for any financial forecaster.

Soft Skills Are a Must

A truly skilled financial forecasting expert will have a big-picture mentality and connect the dots from the sales forecast to other areas of your business. For example, the accurate estimation of sales can offer insights towards cash movements, allowing you to plan for future shortfalls and, hopefully, windfalls. Additionally, a thorough sales forecast will accomodate assumptions such as changes in customer habits and macro increases or decreases in demand. In effect, this forecast will allow for efficient inventory planning, thus driving working capital efficiency higher. This could then spill over toward better planning of raw material inputs and labor hiring.

In addition to their ability to think big, an expert financial forecaster must also be an excellent communicator. A core part of the forecaster’s job is the preparation and presentation of reports, charts, and tables that detail how market factors should inform marketing and production strategy decisions. They need to have the communication skills and forecasting expertise to highlight the information that should have the biggest impact on your decision-making while also managing to minimize the noise.

Ensuring a Successful Engagement

Once you have found the ideal candidate, make sure to spend the time to adequately onboard the expert to increase the chances of a positive experience and a successful engagement.

Here are a few suggestions about how to make this transition go smoothly:

1. Collaborate with Your Forecaster

Prior to sending the forecaster off on assignment, it pays to make sure you’re synced up on a number of defining questions for the forecast:

  1. What is the purpose of the forecast? How is it to be used?
  2. What are the relationships between the different parts of the company for which the forecast is being made? Is there a flowchart showing the relationship between distribution, sales, production, and any other relevant parts of the organization?
  3. What major initiatives does the company have planned that may influence the forecast? Are there any impending events on the horizon? New products, new competitive strategies, and impending regulation are some examples of things you may want to call out.

2. Ensure the Forecasting Expert Has the Resources They Need

To conduct a proper financial forecast, the expert will need access to historical sales data as well as access to salespeople and relevant executives. Board meeting minutes can be especially useful in helping inform your forecaster. You should provide the freelancer with access to these resources at the start of their engagement (send over the files, make the necessary introductions) so they can hit the ground running.

3. Jointly Determine Milestones and Ask for a Project Plan

If it isn’t provided at the start of the engagement, be sure to ask your financial forecasting expert for a roadmap that includes dates for key deliverables. This will help ensure that you and your freelancer are aligned on expectations and the engagement goes smoothly.


Accurate financial forecasting will always run up against the uncertainty of the future. You may turn on the news tomorrow to find the markets in complete turmoil or to discover that Amazon has made a major acquisition in your industry. While there’s no amount of planning that can fully account for that type of event, a savvy manager knows that there is still plenty that rigorous forecasting does get right. The evaluation of a business’ current and future financial situation through forecasting is a necessary step for all managers.

Top Financial Forecasting Experts are in high demand.

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