A financial analyst studies financial data, builds models, and turns the numbers into recommendations that help a company or investor decide where to put money.
If you like spreadsheets, business puzzles, and explaining your thinking to people who control budgets, this career fits well. It also pays well and keeps growing.
The U.S. The Bureau of Labor Statistics (BLS) puts the median annual wage for financial and investment analysts at $102,740 as of May 2025, with about 377,200 jobs in 2025 and projected employment growth of 7% from 2025 to 2035.
Which BLS labels much faster than average (BLS Occupational Outlook Handbook, checked October 13, 2026).
This guide covers what analysts do, which skills matter, how to get certified, and how to plan your first 90 days.
Financial Analyst Quick Facts
| Item | Figure | Source and date |
|---|---|---|
| Median pay, financial and investment analysts | $102,740 per year | BLS, May 2025 |
| Median pay, financial risk specialists | $117,330 per year | BLS, May 2025 |
| Employment | About 377,200 jobs | BLS, 2025 |
| Projected growth | 7% (2025 to 2035), much faster than average | BLS |
| Common starting point | Bachelor’s degree in finance, accounting, economics, or a related field | General employer practice |
What Does a Financial Analyst Do?
BLS describes the work as running quantitative analysis on investment programs or the financial data of public and private institutions.
In plain terms, you answer questions like “Is this company worth its price?” or “Will this project earn back what it costs?”
A typical week might include:
- Pulling data from financial statements, market feeds, and internal systems
- Building and updating financial models in Excel
- Comparing actual results with budgets and forecasts
- Writing short memos that explain what changed and why
- Presenting recommendations to managers, clients, or investment committees
- Fielding follow-up questions and rerunning the numbers
Good analysts don’t just report results. They explain what the numbers mean and what to do next.
Types of Financial Analysts
The title covers several different jobs. BLS groups them into a few main buckets, and most career paths fit one of these.
| Type | What you focus on | Where you’ll find these jobs |
|---|---|---|
| Corporate or FP&A analyst | Budgets, forecasts, and variance reports for a company | Corporations of every size |
| Investment analyst | Valuing stocks, bonds, and private deals | Asset managers, hedge funds, private equity |
| Equity research analyst (sell-side) | Research reports and ratings sold to investors | Banks and brokerages |
| Buy-side analyst | Picking investments for the firm’s own portfolio | Mutual funds, pension funds, endowments |
| Credit or ratings analyst | Whether a borrower can repay debt | Banks, rating agencies, insurers |
| Risk analyst | Spotting and limiting potential losses | Banks, insurers, asset managers |
If you’re unsure where to start, corporate finance and FP&A roles are often the easiest door to open. They exist in nearly every industry and teach you how a business really makes money.
Skills Every Financial Analyst Needs
Employers look for a mix of technical ability and communication skill. The table below shows what to learn and how to practice each skill.
| Skill | Why it matters | How to practice |
|---|---|---|
| Financial modeling | Forecasts and valuations depend on it | Build a three-statement model for a public company |
| Excel | The daily workhorse for most analysts | Learn lookup formulas, pivot tables, and scenario tools |
| Accounting | You can’t analyze what you can’t read | Study income statements, balance sheets, and cash flow |
| Valuation | Core to investing and deal work | Practice discounted cash flow and comparable company analysis |
| SQL and data skills | Data sits in databases, not tidy sheets | Run queries on a free practice dataset |
| Python or R | Automates repeat work and handles large data | Clean and chart a stock price file |
| Data visualization | Charts help busy leaders decide fast | Build a dashboard in Power BI or Tableau |
| Writing and presenting | Your analysis only matters if people understand it | Turn one model into a one-page memo |
| Attention to detail | One wrong cell can swing a valuation | Build checks that flag errors in your models |
Why Data Skills Now Matter More
Finance teams increasingly expect analysts to work with larger datasets, automate reports, and use basic machine learning.
You don’t need to become a data scientist, but learning Python, SQL, and a visualization tool sets you apart from candidates who only use Excel.
If you want a structured path, this roundup of the top 5 data science certifications courses compares options from CFI, Coursera (IBM), Udemy, edX (Harvard), and DataCamp, with notes on duration and pricing.
Education and Certifications
Degrees
Most employers want a bachelor’s degree in finance, accounting, economics, business, or a quantitative field like math or engineering.
Career changers can get in with the right skills and portfolio, but a degree remains the common starting point.
The CFA Charter
The Chartered Financial Analyst (CFA) designation from CFA Institute is a well-known credential, especially for investment roles.
Candidates pass three exam levels in order, and the charter also requires 4,000 hours of qualifying work experience over at least 36 months, plus CFA Institute membership, according to 2026 summaries of the program rules.
Total exam registration fees across all three levels run roughly $3,500 to $4,600, and many candidates take two to four years to finish.
Confirm current requirements and fees with CFA Institute before you register.
Financial Modeling Certifications
If you want practical modeling skills faster and at a lower cost, Corporate Finance Institute (CFI) offers the Financial Modeling and Valuation Analyst (FMVA) certification, along with credentials such as Commercial Banking and Credit Analyst (CBCA) and Capital Markets and Securities Analyst (CMSA).
CFI works on a membership model, so one subscription covers its course library.
Before you sign up, it helps to read some CFI reviews that cover course quality, plans, free courses, and downsides such as the lack of live classes and the self-discipline it demands.
Licenses
Analysts who publish research or deal with securities at broker-dealers may need registration through FINRA.
Your employer usually guides you through this, so you don’t need to study for it before you’re hired.
How the Main Options Compare
| Path | Typical cost | Time | Best for |
|---|---|---|---|
| CFA charter | About $3,500 to $4,600 in exam fees, plus study materials | Often 2 to 4 years | Investment management and research careers |
| CFI FMVA | Annual membership (Self-Study $497, Full Immersion $847 list price) | Months, self-paced | Modeling and valuation skills for corporate, banking, and FP&A roles |
| Data science course | Varies from budget courses to subscriptions | Weeks to months | Adding Python, SQL, and analytics |
CFI prices come from the CFI pricing tables on corporatefinance.discount, updated September 24, 2026.
Keeping the Cost Down
CFI’s list prices are $497 for Self-Study and $847 for Full Immersion per year. The coupon page lists $220 off on CFI FMVA coupon offers for the Self-Study plan, and the same page shows 40% off plans, so check the final price at checkout before you pay.
Students can also ask about CFI’s student pricing, which the site lists at 50% off the Self-Study plan.
Financial Analyst Salary and Job Outlook
BLS data show the median financial and investment analyst earned $102,740 in May 2025.
Financial risk specialists earned a higher median of $117,330. Pay varies by city, industry, employer size, and bonus structure.
Big financial centers such as New York, San Francisco, and Chicago tend to pay more, and investment banking, private equity, and hedge fund roles often add large bonuses.
Entry-level pay is lower than the median, so treat these figures as the midpoint of the whole career, not a first-year offer.
With 7% projected growth through 2035, demand looks steady. Employers still need people who can read the numbers and explain them, even as software handles more routine reporting.
A Typical Financial Analyst Career Path
Titles and timelines vary by company. This table shows an illustrative path, not a guarantee.
| Stage | Typical title | What changes |
|---|---|---|
| Entry | Financial analyst, junior analyst | You build models, update reports, and learn the business |
| Mid-career | Senior analyst, associate | You own bigger projects and train newer analysts |
| Leadership | Finance manager, portfolio manager, director | You lead teams and shape strategy |
| Senior | VP of finance, controller, CFO | You guide decisions across the whole company |
Many analysts also move sideways into roles like corporate development, strategy, investor relations, or product finance.
How to Land Your First Financial Analyst Job
- Build a model portfolio. Create two or three sample models, such as a DCF for a public company or a budget for a fictional business.
- Share them on a simple website or in your resume.
- Read real filings. The SEC’s EDGAR database holds free 10-K and 10-Q reports. Summarize one company’s year in a one-page memo.
- Tailor your resume. Use numbers: “built a forecast that cut variance to 3%” beats “worked on forecasting.”
- Look for internships and rotational programs. They’re a common way into corporate finance and banking.
- Practice case interviews. Expect technical questions about accounting, valuation, and Excel, plus questions about how you explain results.
- Network with purpose. Ask analysts about their daily work, not just for a job.
How AI Is Changing the Job
AI tools can draft summaries, pull data, and speed up routine formulas. They don’t replace judgment.
Someone still has to check assumptions, spot bad inputs, and defend a recommendation in a meeting.
Analysts who learn to use these tools carefully, and verify what they produce, tend to finish work faster without losing accuracy.
Common Mistakes New Analysts Make
- Hardcoding numbers inside formulas. Keep inputs in one clearly labeled place.
- Skipping error checks. Build totals and balance checks into every model.
- Burying the answer. Lead with the conclusion, then show the support.
- Chasing every certification. Pick one path that fits your target job.
- Ignoring the business. Talk to the sales, operations, and product teams whose results you model.
Frequently Asked Questions
Do I need a finance degree to become a financial analyst?
Not always. Many employers accept degrees in accounting, economics, math, or engineering. Strong modeling skills and a portfolio can help you stand out if your degree isn’t in finance.
Is the CFA required to work as a financial analyst?
No. The CFA helps in investment management and research, but corporate and FP&A roles often value modeling skills, accounting knowledge, and experience more.
Is the FMVA worth it?
It can be if you want practical modeling and valuation skills at a lower cost and shorter timeline than a charter. It won’t replace a degree or work experience, so pair it with projects you can show employers.
How much do financial analysts make?
BLS reports a median of $102,740 for financial and investment analysts as of May 2025. Entry-level pay is usually lower, and pay at senior levels or in investment banking can run well above the median.
Is financial analyst a stressful job?
It depends on the employer. Month-end close, earnings season, and deal deadlines can bring long hours. Corporate FP&A roles often have a steadier rhythm than banking or private equity.
Your First 90 Days Toward a Financial Analyst Career
Days 1 to 30: Pick a target role, such as FP&A or equity research, and review ten job postings to see which skills repeat. Refresh your accounting basics and start a daily Excel practice habit.
Days 31 to 60: Build your first full model from a real company’s filings. Add one data skill, such as SQL or Python basics.
Decide whether a certification fits your goal, and compare options before you buy.
Days 61 to 90: Polish your resume, publish your portfolio, and apply to internships or entry-level roles.
If you plan to enroll in CFI, Black Friday falls on November 27, 2026, and CFI has run sales around it before.
You can check the current 40% off CFI Black Friday deal page to see whether the offer is live before you pay full price.