How to Become a Business Analyst

Management analysts recommend ways to improve an organization's efficiency. BLS says they advise managers on how to make organizations more profitable through reduced costs and increased revenues, and that organizations hire them to develop strategies for entering and staying competitive in a market.^[4] Although some work for the organization they analyze, most work as consultants on a contractual basis.^[4]

BLS lists the typical duties as gathering and organizing information about the problems to be solved or procedures to be improved; interviewing personnel and conducting onsite observations; analyzing financial and other data, including revenue, expenditure, and employment reports; developing solutions or alternative practices; recommending new systems, procedures, or organizational changes; making recommendations through presentations or written reports; and conferring with managers to ensure changes are working.^[4] O*NET's task list puts the same work in a similar order: gathering information on problems or procedures rates 87 out of 100 in importance, conferring with the people affected by a new system or procedure 87, analyzing data and developing solutions 86, and documenting findings and writing recommendations 81.^[5]

The common thread is that the output is a recommendation. A programmer builds the system and an accountant keeps the books; a business analyst studies how work gets done, finds where it loses time or money, and tells the people who run it what to change.

O*NET's work-context survey describes a job built on conversation. Every respondent said they use email every day, 89 percent reported daily phone conversations, and 74 percent have face-to-face discussions with individuals and teams every day.^[5] BLS says analysts usually divide their time between their own office and the client's site.^[4]

The work is collaborative and fairly autonomous. Half of respondents said it is extremely important to work with a team, and 50 percent said they have a lot of freedom to set their own tasks, priorities, and goals. Accuracy matters: 33 percent rated being exact or accurate extremely important and another 52 percent very important.^[5]

O*NET ranks getting information as the most important work activity, at 93 out of 100, followed by communicating with supervisors, peers, and subordinates, building working relationships, and making decisions and solving problems, each at 91.^[5] In practice the day splits between collecting information from people and documents, analyzing it, and explaining what it means. Interpreting the meaning of information for others rates 85, the same as analyzing data itself.^[5] If you like the analysis but dislike explaining it, this job will frustrate you.

Consulting is the center of the occupation. In the federal wage survey, management and technical consulting services employ 223,280 management analysts, more than any other industry.^[1] BLS's broader grouping, which includes the self-employed, puts professional, scientific, and technical services at 33 percent of jobs, government excluding state and local education and hospitals at 18 percent, self-employed workers at 14 percent, finance and insurance at 13 percent, and management of companies at 5 percent.^[4]

Where you work changes the job and the pay. In a consulting firm, you work on client projects, and BLS says some projects use a team of analysts who each specialize in one area while others have analysts working alone with the client's managers.^[4] In government, BLS says analysts usually specialize by type of agency.^[4] In-house analysts study their own employer. The pay follows the setting: the federal executive branch pays a median of $115,920, computer systems design firms $111,490, consulting firms $105,460, and state government $77,440.^[1] The industry table in our salary guide lists each of the largest employers.

Geographically, the jobs concentrate in a few states. California (137,280), Florida (71,060), New York (69,150), Virginia (59,620), and Texas (50,990) hold 43.2 percent of the 898,280 jobs in the wage survey.^[1] The state table shows the job count and median for every state, and the cost-of-living section restates those medians after local prices, where Massachusetts and Alabama lead and California drops out of the top five.^[6]

1. Earn a bachelor's degree (about four years). BLS lists a bachelor's degree as the typical entry-level requirement and says many fields of study provide a suitable background, including business, social science, and engineering.^[4] Our bachelor's in business analytics ranking and business administration ranking cover the two most direct routes.

2. Pick a domain. BLS says organizations that specialize in certain fields typically try to hire candidates with experience in those areas: a tax preparation firm may prefer an accountant or auditor, and a software company may look for a computer systems analyst.^[4] A degree gets you into the pool; domain knowledge decides who is hired inside it.

3. Get related work experience (typically under five years). BLS says many analysts enter the occupation with several years of work experience, and the Employment Projections list less than 5 years as typical.^[4][2] BLS's own examples are an accountant or auditor moving into a tax preparation firm, or a computer systems analyst moving into a software company.

4. Build the analysis and communication record. The job is judged on whether your recommendations get adopted, so keep a record of problems you scoped, data you analyzed, and changes that followed.^[4]

5. Consider an MBA or a certification later. BLS says some employers prefer candidates with an MBA, and that certification is not required but may give a competitive edge.^[4] Both are covered below.

Put together, the federal requirements describe a path of roughly four years of school plus a few years of related work. BLS lists no on-the-job training for the occupation, which means employers expect you to arrive able to do the analysis.^[2]

Because many employers want related experience, the first decision is which starting job to take. The nearest entry points are occupations that BLS lists with no work experience required, so a new graduate can be hired into them directly.^[2]

Project management specialists are the largest of them, with 1,066,670 wage-and-salary jobs, a median of $102,320, and about 76,500 openings a year.^[1][2] BLS describes the work as coordinating the budget, schedule, staffing, and other details of a project, and lists it among the occupations most similar to management analysts.^[4] Market research analysts and marketing specialists have 82,000 projected openings a year at a median of $78,760, and operations research analysts, who use mathematics and logic to help solve complex issues, earn $88,940.^[1][2][4] Computer systems analysts, at $105,850, are the route for someone who wants to end up at software companies that look for that background.^[1][4]

The deciding factor is not the starting title but what you own while in it. An analyst who has scoped a problem, pulled the data, and presented the answer to a manager has done a small version of the management analyst's job, and that is the record a hiring manager reads.

BLS names five qualities as important: analytical skills to interpret information and make proposals, communication skills in both writing and speaking, interpersonal skills to work with an organization's managers and employees, problem-solving skills to think creatively about each client's unique challenges, and time-management skills for tight deadlines.^[4]

O*NET's ratings add detail. Its top essential skills are active listening, critical thinking, and reading comprehension, each at 78 out of 100, followed by speaking and writing at 75.^[5] Its work-style scores put attention to detail first at 87, then integrity at 77, achievement orientation at 76, and innovation at 75.^[5] The mix is telling: the job rewards people who are careful, honest about what the data says, and willing to propose something new.

On tools, O*NET lists Microsoft Excel and PowerPoint, Tableau and Microsoft Power BI for business intelligence and data analysis, SQL-family query tools such as MySQL and Transact-SQL, SAS and IBM SPSS Statistics for statistics, Microsoft Visio for process mapping, Salesforce for customer relationship management, and project tools including Atlassian Jira and Confluence and Microsoft Teams.^[5] The fastest way to build these is a spreadsheet-heavy first job plus one business intelligence tool learned properly. In school, a business analytics course load covers the data side; the interview and presentation side is learned by doing real client or internal projects.

Bachelor's degree. This is the entry credential. Our ranking of bachelor's in business analytics programs analyzed 72 programs on graduation rate, cost, and outcomes. A business administration degree is a broader route in, from a pool of 1,396 ranked programs, and keeps more career doors open; our guide to what you can do with a business degree covers where it leads.

Master's in business analytics. A specialized master's goes deeper into statistics, data tools, and modeling, and suits someone moving into the analytical end of the work, or someone whose bachelor's was in an unrelated field. Our master's in business analytics ranking analyzed 89 programs. If you are weighing it against a data science path, our business analytics vs. data science guide sets out the difference.

MBA. BLS names the MBA specifically: some employers prefer to hire candidates who have one.^[4] It is the usual degree for people who want to join a consulting firm or move up into leadership after several years of work. Our MBA ranking analyzed 978 programs.

BLS does not publish pay by degree level, so no federal figure shows what a graduate degree adds. Because the typical analyst arrives with some experience anyway, a graduate degree is easiest to justify once you know which kind of employer you want, and best judged on its cost and the roles it opens.

No license is required to work as a management analyst, and BLS says certification is not required either, though a credential may give jobseekers a competitive advantage.^[4] The credential built for this work is the Certified Management Consultant (CMC) designation from the Institute of Management Consultants USA.

It is a credential for working consultants, not for new graduates. The institute's basic stream asks for a minimum of 3 up to 9 years of management consulting experience as an independent or internal consultant, five satisfactory client evaluations, and either a bachelor's degree or at least 5 years of work experience that includes 3 years of full-time consulting. Candidates submit three written engagement summaries, pass an online exam with an ethics section and a consulting competency section, and then take an oral exam and a panel interview. The initial application and assessment fee is $350 for IMC USA members and $550 for non-members.^[3]

Certified consultants recertify every third year, reporting continuing professional development in education, experience, outreach, and professional conduct; the member recertification fee is $150.^[7] BLS does not publish pay by certification, and this credential matters most to analysts who sell their own services to clients. If you work for an employer or a large firm, the degree and the experience in your domain will count for more than the designation.

Management analysts divide their time between their offices and the client's site, and because they must spend a significant amount of time with clients, BLS says they travel frequently. Analysts may experience stress, especially when meeting a client's demands on a tight schedule, and some work more than 40 hours a week.^[4] O*NET's survey puts numbers on it: 33 percent of respondents reported working more than 40 hours in a typical week, 52 percent reported 40, and 14 percent fewer than 40.^[5] Strict deadlines come up daily for 19 percent and weekly for another 62 percent.^[5]

The work is mostly sedentary. A third of respondents, 33 percent, said they sit continually or almost continually, and another 52 percent said more than half the time.^[5] The schedule is less regular than a standard office job: 38 percent described theirs as irregular, changing with production demands or contract duration.^[5] That is the cost of project work. If you need a fixed schedule and little travel, ask about both before accepting a consulting offer.

BLS describes the ladder in one paragraph. As analysts gain experience, they often take on more responsibility; senior-level analysts may supervise teams working on complex projects and may become involved in seeking out new business; those with exceptional skills may eventually become partners in their organization and focus on attracting new clients and bringing in revenue; and senior analysts may leave consulting for management positions at non-consulting organizations.^[4]

O*NET's reported titles show the same spread of directions: administrative analyst, business consultant, employment programs analyst, organizational development consultant, performance management analyst, and program management analyst all appear under this occupation alongside business analyst and management analyst.^[5] The move out of consulting leads toward general and operations management, which earns a median of $105,770 but lists five years or more of related experience as typical.^[1][2]

BLS does not publish pay by years of experience, so the percentile range is the best federal guide to how far the job can go: $77,950 at the 25th percentile, $101,860 at the median, and $171,640 at the 90th.^[1]

Over 2025 to 2035, BLS projects employment growth of 10.1 percent for management analysts, 11.9 percent for operations research analysts, 7.9 percent for computer systems analysts, 6.7 percent for project management specialists, 7 percent for market research analysts and marketing specialists, and 5 percent for general and operations managers, against 3.5 percent for all occupations.^[2]

Operations research analysts are the closest quantitative alternative. They earn a median of $88,940, $12,920 less than management analysts, but BLS lists no work experience requirement and projects faster growth.^[1][2] The role suits someone who prefers building models to interviewing people. Computer systems analysts earn $105,850, with the same entry education and no experience requirement, and suit someone who wants the technology side of business problems.^[1][2]

Project management specialists earn $102,320, close to management analysts, with 76,500 openings a year.^[1][2] Market research analysts earn $78,760, $23,100 less, and are a reasonable stepping stone rather than a destination. For the analytics-heavy version of this career, our data scientist guide sets out a different pay and degree profile.

BLS's profile of this occupation does not discuss artificial intelligence, and its outlook rests on demand for consulting services as organizations look to improve efficiency and control costs.^[4] O*NET's survey is the only direct measure available: 20 percent of respondents described their job as highly automated, 30 percent moderately, 35 percent slightly, and 15 percent not at all.^[5]

The survey does not say which tasks are affected. O*NET's tool list shows where the job already leans on software, from spreadsheets and business intelligence dashboards to statistical packages, process-mapping tools, and project software.^[5] The reasonable reading is that gathering and tabulating information is the exposed part and judgment about what to change is the durable part. The tasks that rate highest, conferring with the people affected and recommending changes, are conversations.^[5]

The median annual wage was $101,860 in May 2025, with the middle half earning between $77,950 and $133,370.^[1] Employment is projected to grow from 1,077,100 to 1,186,300 jobs between 2025 and 2035, about 94,100 openings a year including replacements.^[2] BLS expects demand to rise as organizations look to improve efficiency and control costs, with particularly strong growth in smaller consulting companies that specialize in specific industries or functions.^[4]

The spread is wide. The lowest-paid 10 percent of management analysts earn less than $60,640 and the highest-paid 10 percent more than $171,640.^[1] The median sits $50,880 above the median for all occupations.^[2] The salary guide breaks the pay down by state, industry, and cost of living.

The case for it. The median wage is well above the median for all occupations, projected growth is 10.1 percent against 3.5 percent for all occupations, and the entry education is a bachelor's degree in any of several fields.^[1][2][4] The work can lead to partnership, to management roles in non-consulting organizations, or to a specialty you build a practice around.^[4]

The case against. The hours are long for a substantial minority, deadlines are frequent, and BLS says analysts travel frequently and may experience stress when meeting a client's demands on a tight schedule.^[4][5] Pay depends heavily on the employer: state government pays a median of $77,440 against $115,920 in the federal executive branch.^[1] And the title is loose, so two postings for a business analyst can describe quite different jobs.

O*NET's interest profile is a useful self-check. On its 100-point scale, the occupation scores 84 for Conventional interests (following procedures to organize information), 74 for Investigative (studying and researching), 64 for Enterprising, 30 for Social, 11 for Artistic, and 6 for Realistic.^[5] If you like structure and figuring out why something does not work, you are in the right place. If you want to lead and sell more than study, look at operations management; if you want to build models full time, look at data science.