Most finance professionals assume getting hired comes down to technical skills. Excel. Power BI. Financial modeling. And yes, those matter.
But when I asked 10 CFOs what they actually look for when building a finance team, the answers were far more revealing. What surprised me was not just what they said, but how consistent they were. The first thing almost every CFO mentioned had nothing to do with a tool.
I have trained thousands of FP&A analysts, and I have made enough mistakes in this field to recognize the gap between what professionals think matters and what senior finance leaders actually value. That gap is real, but it is also fixable.
This is the exact order those skills came up, and if you work in FP&A, corporate finance, budgeting, forecasting, or business partnering, this list tells you where to focus first.
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1. Business acumen comes before technical skills
This was the clearest pattern across all the conversations. Before Excel, before modeling, before dashboards, CFOs said business acumen.
That means being able to think like a business owner, not just a report builder.
You need to understand:
- What drives revenue in your company
- Who the top customers are
- Which products matter most
- How the cost structure really works
- How decisions made in one function show up in the P&L later
One of the most important lessons I learned in FP&A came from this exact issue. Early on, I spent too much time staring at spreadsheets and trying to guess variance explanations from numbers alone. The quality of my work changed when I started joining sales meetings. Suddenly, the commentary made sense because I finally understood the business events behind the numbers.
If you do not understand the commercial engine of the company, your analysis will always be incomplete. You may be technically accurate and still commercially useless.
2. Storytelling with data is what makes finance useful
The second skill CFOs kept bringing up was storytelling.
Finance is not just about presenting numbers. It is about explaining what the numbers mean, why they changed, what the risk is, and what action should follow. A spreadsheet alone is not insight. A report that simply repeats the result is not analysis.
CFOs want the so what, not just the what.
The strongest FP&A professionals can take a huge model with dozens of tabs and reduce it to a small number of clear points that influence a decision. That is the real skill.
I learned this lesson the hard way. I once presented a forecast that was technically correct, but I had not built a clear narrative around it. I had the numbers, but no real message. When I was asked for the one key takeaway, I did not have one. In that moment, it was obvious that accuracy alone was not enough.
When you prepare any report, ask yourself:
- What changed?
- Why did it change?
- Why does it matter?
- What should leadership do next?
If those answers are not clear, the report is not finished.
3. Financial modeling matters, but only if it answers a real question
This is where the technical skills start to show up. Financial modeling was the first hard skill every CFO mentioned.
But they were not asking for beautiful models. They were asking for useful models.
There is a big difference.
A model should help answer a business question. It should not just look polished. Too many models are really just formatted spreadsheets with color coding and no real logic underneath. No drivers. No assumptions. No ability to run scenarios properly.
CFOs want driver based models. That means revenue is built from business assumptions, not typed in as a flat number. For example:
- Volume multiplied by price
- Headcount multiplied by productivity
- Customers multiplied by average spend
When you model this way, you can answer what-if questions quickly. If the CFO asks what happens if pricing drops, demand rises, or hiring slows down, you should be able to respond in seconds, not disappear for half a day.
That is the kind of model that gets you invited into more important conversations.
4. Advanced Excel and data tools still matter, but real fluency is rare
Almost every finance CV says advanced Excel. Very few actually demonstrate it.
CFOs are not impressed because someone knows VLOOKUP. That is table stakes. What they really want is someone who can work efficiently, reliably, and at scale.
That includes things like:
- Using Power Query to automate data cleaning
- Building stronger scenario logic with functions such as INDEX and CHOOSE
- Designing models that do not break when data structures change
- Reducing manual work before deadlines
Power BI came up repeatedly as well. Not because every company uses the exact same stack, but because it signals something important. It shows you can manage data beyond a basic spreadsheet level and that you are capable of handling reporting in a more scalable way.
The real takeaway here is simple. Go deep in one tool at a time. Surface level knowledge across 10 tools is less valuable than real working fluency in one or two.
5. Forecasting and budgeting are about judgment, not templates
No surprise here. Forecasting and budgeting remain core FP&A skills.
What did surprise me was the level of expectation behind them.
CFOs are not looking for someone who can plug numbers into a budget file. They want someone who understands the assumptions behind each line item and can defend those assumptions under pressure.
That means knowing:
- Why a number is changing
- What assumption is driving it
- Whether the risk is upside or downside
- How a rolling forecast differs from a static annual budget
- When each planning tool is appropriate
One expectation stood out to me. CFOs want people who challenge assumptions, not just report them. They do not want to find out after month end that the forecast was unrealistic. They want finance professionals who can spot that early and speak up.
That is a much higher bar than simple budget administration. It is proactive judgment.
6. AI fluency has become a current expectation
Five years ago, this would not have been on the list. Today, it is.
Every CFO I spoke to mentioned AI. Not as a future nice-to-have, but as a present-day expectation.
That does not mean casually trying ChatGPT once and adding AI to your profile. It means integrating AI into your actual workflow.
CFOs are looking for professionals who use AI to:
- Draft variance commentary faster
- Clean and structure data
- Support model building
- Generate scenarios
- Reduce repetitive manual effort
This point could not be clearer. If two candidates have similar finance skills and one uses AI consistently while the other does not, the advantage goes to the person already working with AI.
AI is not replacing finance analysts. But finance teams will absolutely favor analysts who know how to use it productively.
7. Communication and influencing are what turn analysts into business partners
This is one of the most underestimated skills in FP&A.
In most finance roles, you do not have direct authority over the functions you support. You cannot force sales to change a forecast. You cannot order operations to cut spending. You have to influence decisions through clarity, credibility, and communication.
That means CFOs want people who can:
- Speak to non-finance teams in plain language
- Present bad news calmly and constructively
- Pair problems with recommendations
- Write executive summaries that leaders can absorb quickly
This is where many technically strong analysts stall. They know the numbers, but they cannot make those numbers land with decision makers.
And in a fast moving business, timing matters. A highly polished analysis delivered too late often loses to a strong, timely analysis that gives leadership enough clarity to act. Speed with sound judgment beats perfection that arrives after the decision window has passed.
8. Attention to detail matters, but so does the big picture
CFOs want both, and finding both in one person is harder than most people realize.
They want someone who catches the mistake buried deep in a data export and also understands what that mistake means for the forecast, the message, and the business decision.
In practice, this means being able to operate at two levels:
- Micro level: checking formulas, validating data, spotting inconsistencies
- Macro level: connecting findings to strategy, performance, and risk
Many professionals naturally lean one way. Some are detail driven and struggle to zoom out. Others are strategic thinkers who miss important operational errors.
The rare FP&A professional can do both. They can spend one day deep in the weeds and the next day discuss board-level implications with confidence.
9. Speed and adaptability separate solid analysts from indispensable ones
Finance runs on deadlines. Month end close happens. Board packs are due. Scenarios are needed fast. Priorities change with very little warning.
CFOs want people who can move quickly without creating chaos.
This is not about working endless hours. It is about building systems that make speed possible:
- Reusable templates
- Well structured models
- Efficient processes
- Reliable assumptions
- Smarter use of AI and automation
If a simple analysis takes three days every time, the problem is usually not effort. The problem is the workflow.
The best finance professionals are adaptable because they prepare for change before it arrives. Their files are built properly. Their process is repeatable. Their output is fast because the foundation is strong.
10. Curiosity and continuous learning may be the most revealing trait of all
This was often mentioned near the end of the conversations, but usually with the strongest conviction.
CFOs care deeply about curiosity.
Not credentials alone. Not certifications alone. Curiosity.
They want people who naturally keep learning. People who read about the market, understand competitors, follow changing business models, and actively explore new finance tools because they want to get better, not because someone told them to.
That matters even more now because the finance profession is changing quickly. AI is evolving. Data tools are evolving. Business expectations are rising. The professionals who stay relevant will be the ones who are learning before they are forced to.
Curiosity is difficult to fake because it shows up in how you think, the questions you ask, and the effort you make when nobody is checking.
What this means for anyone building an FP&A career
If I pull all of this together, the message is straightforward. CFOs are not hiring spreadsheets. They are hiring judgment, business understanding, communication, and adaptability supported by technical skill.
The ranking matters. Technical capability is essential, but it is not the first filter in the minds of most senior finance leaders. The strongest candidates combine both sides:
- Commercial thinking and analytical rigor
- Clear communication and technical depth
- Attention to detail and strategic perspective
- AI fluency and finance fundamentals
If you are trying to grow in FP&A, budgeting, forecasting, finance business partnering, or corporate finance, use this list as a practical benchmark.
A simple self assessment you should do right now
Go through these 10 skills and be brutally honest with yourself.
- Identify the three skills where you are strongest.
- Identify the two skills where you are weakest.
- Decide what you will improve first.
The gap between where you are today and what a CFO wants is usually not mysterious. Most of the time, it is visible. The problem is that many professionals never assess it clearly enough to act on it.
Once you know the gap, it becomes much easier to close.
Why structured FP&A learning matters
If you want to build these skills in a structured way, that is exactly why serious FP&A training exists. A strong program should not teach finance in isolation. It should train you in the things CFOs actually expect on the job:
- Financial modeling
- Budgeting and forecasting
- AI for finance
- Data storytelling
- Business partnering
- Executive communication
That combination is what makes someone job ready and promotion ready, not just exam ready.
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FAQs
Q1. What is the most important skill CFOs look for when hiring finance professionals?
Business acumen came up first most often. CFOs want people who understand how the company makes money, what drives costs, and how operational decisions affect financial performance.
Q2. Is Excel enough to get hired in FP&A?
No. Excel is important, but it is not enough on its own. CFOs expect technical skills to be supported by commercial thinking, communication, forecasting ability, and increasingly AI fluency.
Q3. Why do CFOs care so much about storytelling with data?
Because leaders do not just need numbers. They need insight. Strong finance professionals explain what changed, why it changed, why it matters, and what action should follow.
Q4. What kind of financial modeling do CFOs actually want?
They want driver based models that answer real business questions. A useful model should allow quick scenario analysis and be built on clear assumptions rather than static inputs.
Q5. How important is AI for finance roles today?
It is increasingly a current expectation, not a future skill. CFOs value candidates who use AI in practical ways such as writing commentary, cleaning data, building scenarios, and improving workflow efficiency.
Q6. What is the difference between a good analyst and a strong business partner?
A good analyst produces correct numbers. A strong business partner communicates those numbers clearly, influences decisions, challenges assumptions, and helps the business act with confidence.
Q7. How can I improve my chances of getting hired in FP&A?
Focus on a balanced skill set. Build business acumen, improve data storytelling, strengthen financial modeling, learn forecasting properly, develop communication skills, and make AI part of your daily finance workflow.
Check out my latest book: The Precision Trap – Stop Chasing Accuracy Start Driving Decisions.
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