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Data and AnalyticsEntry 14

OperationsAnalyst

Operations means whatever keeps a business running, which is different in every industry. The title tells you the department and nothing else.

The same work is also posted as
Business Operations AnalystProcess AnalystOperations SpecialistBusiness AnalystLogistics AnalystOperations Associate

What the title covers

The version most people picture is process improvement. You measure how something currently works, find the point where it slows down or costs more than it should, and propose a change. The version many people actually get is transaction operations. You check that things which should have happened did happen, chase the ones that did not, correct records, and clear the exceptions before a daily deadline. Both are real analyst jobs. The first sits closer to consulting and the second closer to accounting, and a single posting often does not make clear which one it is describing.

A second use of this title

Same title, different job

In banking, insurance and payments, this title usually means back office work. That involves reconciling transactions, resolving failed payments and settlement breaks, confirming that controls were followed, and clearing exceptions against a daily cut off. It is detailed, deadline driven and heavily governed by rules. It is genuinely important work and it is not process design.

At technology companies the same title often means business operations, which sits closer to internal strategy. Sizing a problem, building the model behind a decision, running a process nobody owns yet. Read the posting for what is being counted. Reconciliation, exceptions, settlement, controls and cut off describe the first job. Process improvement, cost per unit, forecasting and cross functional describe the second.

Where it is found

Almost every industry uses this title, and each one means something different by it.

Banks, insurers and payment companiesThe largest employer of this title and almost always the transactions and controls version of the work.
Technology companiesBusiness operations, closer to internal strategy, and usually the best paid version of the role.
Healthcare systems and insurersPatient flow, claims and scheduling. Steady hiring, and a reliable route into healthcare administration.
Logistics, manufacturing and retailPhysical operations, where the numbers describe things moving rather than money moving.

Typical entry requirements

Education
Bachelor's degree. Business, economics, industrial engineering and supply chain are common routes
Expected
Excel well beyond formatting, including pivot tables and lookups across files large enough to be slow
Frequently required
SQL at many employers, and increasingly at most of them
Often listed
Familiarity with the systems the company runs on, such as an ERP or a ticketing system, usually taught on the job
Experience
Zero to two years. This is one of the more reliably entry level analyst titles on this list
Example of a taskOperations

What a typical day may look like

The request below is typical of how this kind of work is assigned. The steps that follow describe what completing it involves.

Your operations manager8:40 AM
Orders are shipping two days late and nobody agrees why. The warehouse says it is the system. The systems team says it is the warehouse. Can you find out?

Two days.

01

Pull the timestamps for every step an order passes through, rather than asking people where they believe the delay is.

02

Measure the gap between each step across a few hundred orders, so the argument becomes a distribution instead of two opinions.

03

Find the largest gap, then check whether it affects every order or only a subset, because a rule applying to one product type disappears inside an average.

04

Watch the step happen if you can. What people actually do is frequently not what the process document says they do.

05

Check whether the delay began on a particular date, which would point to a change in a system, a supplier or a staffing level.

06

Separate the causes that can be fixed this week from the ones that need money or headcount, and say plainly which is which.

07

Bring the timestamps alongside the recommendation, because both teams will dispute the conclusion and neither will dispute their own data.

What is delivered

A short summary naming where the delay actually occurs, a chart of the time between steps, and one change that can be made immediately with the expected effect on shipping time.

FitOperations Analyst

Is this job for you

Characteristics of the work itself, listed so you can compare them against how you prefer to spend your time.

Yes, if you like

  • Finding out why something is slower than it should be
  • Working with the people who do the job, not only with their numbers
  • Evidence that settles an argument
  • Detailed work where a small error has visible consequences
  • Seeing a change you proposed actually take effect
  • Learning how a business physically works

No, if you don't like

  • Deciding what the business should do next
  • Work that is visible to senior leadership by default
  • A title that tells a future employer what you did
  • Clean numbers rather than people's actual habits
  • Avoiding routine checks and recurring reports
  • Credit on the days when nothing goes wrong
CompensationUnited States

What this work pays

Two numbers, because they answer two different questions. The first is what you would be paid in your first job. The second is what people in this field earn after they have been doing it for years.

Starting out
$68,873Average starting salary, business graduates, Class of 2026

This is the average across all business graduates rather than this role specifically. The process improvement version tends to start near it. The transaction and controls version commonly starts below it.

After several years
$91,290Middle of the range across everyone in this field

Government data has no category called operations analyst, so this uses operations research analysts, the closest published match for analytical work aimed at how an organization runs.

The industry decides both the job and the ceiling

Back office operations in banking has a lower ceiling, and the way up usually runs through risk, compliance or product operations rather than through analysis itself. Business operations at a technology company sits nearer to strategy and pays accordingly. None of this is visible in the title, so read the posting for what is being counted, and in the interview ask which team the role reports into. Finance, shared services or a control function points to the first job. Strategy, product or a general manager points to the second.

SOURCES / NATIONAL ASSOCIATION OF COLLEGES AND EMPLOYERS, WINTER 2026 SALARY SURVEY. U.S. BUREAU OF LABOR STATISTICS, OCCUPATIONAL OUTLOOK HANDBOOK, OPERATIONS RESEARCH ANALYSTS, MAY 2024 WAGE DATA. GOVERNMENT DATA DOES NOT LIST OPERATIONS ANALYST SEPARATELY, SO THE SECOND FIGURE USES THE CLOSEST PUBLISHED JOB CATEGORY.

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