Human Resources
Human Resources Analyst Job Description
A Human Resources Analyst turns an employer's people data into answers: headcount and turnover reports, pay comparisons, job description reviews and the numbers behind HR decisions. The role sits inside the HR department, working between HR business partners, compensation staff and the HRIS team, and in some local governments the same title also covers recruiting and classification work. BLS counts the job under Human Resources Specialists (SOC 13-1071), and O*NET lists HR Analyst among that occupation's reported titles. For the occupation, the May 2025 national wage band ran from $47,180 at the 10th percentile to $128,720 at the 90th, with a median of $75,940.
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Role at a glance
- Typical education
- Usually a bachelor's degree in human resources, business, public administration, economics or a quantitative field.
- Typical experience
- As a rough guide, one to three years in HR operations, payroll, recruiting coordination or reporting work.
- Key certifications
- SHRM-CP (SHRM), PHR and aPHR (HRCI), HRIP (IHRIM) and CCP (WorldatWork).
- Top employer types
- Corporate headquarters, consulting firms, hospitals, universities and city, county and state governments.
- Growth outlook
- O*NET projects faster than average growth for Human Resources Specialists from 2025 to 2035.
- AI impact (through 2030)
- Some HR platforms use AI to surface workforce trends automatically, and analysts verify and explain what those tools flag.
Duties and responsibilities
- Build and refresh recurring HR reports on headcount, hires, separations and open positions, checking each figure against HRIS and payroll records before release
- Pull, clean and reconcile employee data from the HRIS, applicant tracking system and payroll, correcting miscoded job, location and employment status fields
- Analyze turnover, promotion and hiring patterns by department, job family and tenure, then write short findings that managers can act on
- Compare internal pay against salary survey data and established pay ranges, flagging employees who fall outside range or out of line with peers
- Review and draft job descriptions with managers and compensation staff, recommending updates to duties, minimum qualifications and physical requirements
- Prepare workforce and pay data for government equal employment and pay filings, matching job categories and pay fields to each agency's instructions
- Design dashboards in tools such as Tableau or HRIS reporting modules so HR business partners can track their own metrics without ad hoc requests
- Model headcount and labor cost scenarios for budget planning, documenting every assumption so finance and HR leaders can test the results
- Measure HR programs such as onboarding, training or engagement initiatives by setting baseline metrics and comparing results after launch
- Maintain data definitions, report logic and access rules so sensitive pay, performance and disciplinary records reach only authorized users
Overview
A Human Resources Analyst is the person in the HR department who answers questions with records instead of impressions. A vice president wants to know why a warehouse shift keeps losing new hires by the third month. A compensation manager needs to see which engineers sit below the minimum of their pay range after a market adjustment. A recruiter asks how long requisitions stay open in each region. The analyst pulls the data, cleans it, runs the numbers and writes up what they show, including the parts nobody wanted to hear.
The work has two rhythms. The first is production: the monthly headcount file, the quarterly turnover report, the open-requisition list that goes to the leadership meeting, the dashboard that HR business partners open before every client review. None of it is glamorous, and all of it has to be right. A single miscoded termination reason or a contractor counted as an employee can make a report wrong in front of the people who decide budgets, and the analyst is the one who has to trace the error back to the HRIS field that caused it.
The second rhythm is project work. That can mean a pay equity review ahead of the annual merit cycle, a study of which sourcing channels produce hires who stay, a reorganization model that shows the cost of moving two teams under one manager, or an evaluation of whether a new onboarding program changed early turnover. These projects take judgment about what question is really being asked, which data can answer it and how much confidence the result deserves.
The title also means different things in different settings. In a corporate HR team, the analyst may concentrate on reporting and data. In some local governments, Human Resources Analyst is a formal job class that covers recruitment, classification and employee relations casework as well as reports. The City of Henderson, Nevada's HR Analyst II specification, for example, includes collaborating with classification and compensation staff to draft and revise job descriptions and working with the HRIS team to assess system capabilities and enhancements.
Across both settings, the analyst handles some of the most sensitive data an employer holds: salaries, performance ratings, disciplinary files, medical leave dates and demographic fields. Good analysts treat access controls and small-group suppression as part of the job, not an afterthought. They also learn to present findings carefully. Telling a director that one department's attrition is out of line with its peers lands better with a clear method, a fair comparison group and a suggested next step than with a chart and no context. The best work in the role is accurate, explained in plain language and useful to the manager who has to act on it.
Qualifications
HR analysts typically come to the job with a bachelor's degree in human resources management, business administration, economics, psychology, public administration or a quantitative field such as statistics. O*NET places Human Resources Specialists, the occupation that includes this title, in Job Zone Four, noting that most of these occupations require a four-year bachelor's degree, but some do not. A degree matters less than proof that you can work accurately with messy employee records.
Public job classes spell out one version of the path. The City of Henderson, Nevada's HR Analyst II class asks for a bachelor's degree in human resources management, business administration, public administration or a closely related field, plus four years of progressively responsible experience in a human resources department, with at least two years in the area of assignment. That class pays $73,633.55 to $110,450.33 a year, which is one city's range rather than a national benchmark.
As a rough guide, people move into analyst roles after one to three years in HR operations, payroll, recruiting coordination or a reporting job in another function. The useful background is any work where you owned a data set and had to defend it.
Technical skills worth building
- Excel at an advanced level: lookups, pivot tables, data validation and clean, auditable formulas
- SQL for pulling and joining tables from an HRIS or data warehouse
- A visualization tool such as Tableau or Power BI for dashboards
- The reporting layer of the HRIS your target employers run, such as Workday, SAP SuccessFactors, Oracle PeopleSoft or UKG
- Basic statistics: rates, distributions, regression and the limits of small samples
HR knowledge that separates analysts from generic data staff
- How turnover, time to fill, span of control and compa-ratio are defined, and where those definitions get argued over
- How pay ranges, job families and leveling structures work
- Which fields are protected or confidential, and how small-group results can identify individuals
Credentials
None is legally required. These are the ones worth knowing, each with the body that awards it:
- SHRM Certified Professional (SHRM-CP), from the Society for Human Resource Management
- Professional in Human Resources (PHR), from HRCI
- Associate Professional in Human Resources (aPHR), from HRCI, for people early in an HR career
- Human Resource Information Professional (HRIP), from IHRIM, for analysts close to the HRIS
- Certified Compensation Professional (CCP), from WorldatWork, for analysts heading toward pay work
A short portfolio is also worth building: a cleaned sample data set, a dashboard and a one-page memo that explains what the numbers mean.
Career outlook
BLS counted 912,430 Human Resources Specialists in May 2025, the occupation that includes HR analysts. BLS does not report HR analysts separately, so every figure below describes the larger group. O*NET rates that occupation's projected growth from 2025 to 2035 as faster than average (5% to 6%) and projects about 73,700 openings a year on average.
Where an analyst works changes the pay picture. In the May 2025 wage survey, the median for Human Resources Specialists was $79,920 in management of companies and enterprises, the industry that covers corporate and regional managing offices, and $79,530 in management, scientific and technical consulting services. Those medians cover every kind of HR specialist in those industries, not analysts alone.
HR platforms include standard dashboards and reports, and the analyst's value lies in the questions those tools do not answer: why a metric moved, whether a comparison is fair, what a scenario would cost and what an executive should do with the result. Analysts who can sit in a meeting with a business leader, translate a vague worry into a testable question and come back with a clear answer are equipped for workforce planning work.
Compliance adds its own workload. Employers file workforce and pay data with government agencies, respond to audits and document how pay decisions were made. Each of those tasks needs someone who knows where the data lives and how to check it before it leaves the building.
The career ladder runs in several directions. The direct steps up are a senior analyst title and, after that, a people analytics manager role that runs a small reporting team. Analysts who enjoy pay work can move into compensation analyst and, later, total rewards roles. Those who like systems can move toward HRIS analyst or Workday and SuccessFactors configuration. Some go the other way, into HR business partner or HR manager jobs, where the habit of checking the numbers first is a real asset in budget and headcount discussions.
For someone choosing this path, the practical advice is to build both halves. Data skills without HR context can lead to reports that are technically right and practically useless, and HR knowledge without data skills caps how far an analyst can go. Keep a record of projects with measurable outcomes, such as a report you automated, a pay issue you caught or a turnover study that changed a decision, because those stories show a hiring manager what you can do with the tools. It also pays to learn the vocabulary of finance, since headcount plans, labor cost forecasts and budget variances are where HR data meets the rest of the business.
Sample cover letter
Dear Hiring Manager,
I am applying for the Human Resources Analyst position on your People Analytics team. I have spent three years in HR operations at a regional healthcare system, and for the last eighteen months I have owned our workforce reporting for roughly 2,000 employees across four facilities.
My core job is the monthly headcount and turnover package that goes to our executive team. When I took it over, it was assembled by hand from three spreadsheets and regularly disagreed with finance's position count. I rebuilt it on a single SQL query against our HRIS tables, wrote a short data dictionary so everyone used the same definitions, and set up a reconciliation check with finance each month. The two teams now start every budget meeting from the same number.
I have also taken on project work. Last spring our nursing leaders asked why new graduate nurses were leaving one unit faster than others. I matched exit data with scheduling and preceptor assignments and found that the departures clustered among nurses who had changed preceptors during orientation. The unit changed its assignment practice, and I now track the same group each quarter to see whether the change holds.
I work comfortably in Excel, SQL and Tableau, and I am careful with sensitive data: I suppress small groups in every report and route pay data only to approved users. I am studying for the SHRM-CP exam this year.
Your posting mentions building out workforce planning models and supporting the annual pay review. Both are areas I want to grow into, and I would bring the same habit of checking every number before it reaches a decision maker.
Thank you for your consideration. I would welcome the chance to talk.
Sincerely, Jordan Ellis
Frequently asked questions
- What does a Human Resources Analyst do?
- A Human Resources Analyst turns an employer's people data into answers: headcount and turnover reports, pay comparisons, job description reviews and the numbers behind HR decisions. The role sits inside the HR department, working between HR business partners, compensation staff and the HRIS team, and in some local governments the same title also covers recruiting and classification work. BLS counts the job under Human Resources Specialists (SOC 13-1071), and O*NET lists HR Analyst among that occupation's reported titles. For the occupation, the May 2025 national wage band ran from $47,180 at the 10th percentile to $128,720 at the 90th, with a median of $75,940.
- What are the main duties of a Human Resources Analyst?
- Core duties include: build and refresh recurring HR reports on headcount, hires, separations and open positions, checking each figure against HRIS and payroll records before release; pull, clean and reconcile employee data from the HRIS, applicant tracking system and payroll, correcting miscoded job, location and employment status fields; and analyze turnover, promotion and hiring patterns by department, job family and tenure, then write short findings that managers can act on.
- Is a Human Resources Analyst an HR job or a data job?
- It is both, and the balance depends on the employer. A corporate team may rely on the analyst for reporting, dashboards and pay studies, while some public agencies use the title for a broader HR generalist who also handles recruitment and classification. Either way, the job needs HR knowledge to ask the right question and data skills to answer it.
- How is AI changing the work of a Human Resources Analyst?
- Some HR platforms do part of the first pass on their own: Workday describes its People Analytics product as automatically distilling vast datasets into actionable insights with Workday AI and augmented analytics, and as monitoring workforce data to surface hidden trends, risks and opportunities. Where tools like that are in place, the analyst checks whether a flagged trend holds up, explains why it happened and decides whether it deserves a leader's attention. The judgment and the explanation still sit with a person.
- What software does an HR analyst use day to day?
- O*NET's technology list for Human Resources Specialists includes Workday software, Tableau and Microsoft SQL Server Reporting Services, alongside ERP systems such as Oracle PeopleSoft and SAP. Strong Excel skills and SQL against a data warehouse that joins HR and finance data are worth having alongside them.
- What compliance reporting does an HR analyst handle?
- An HR analyst may assemble the data for government filings. In California, private employers of 100 or more payroll employees must report pay, demographic and other workforce data to the Civil Rights Department each year under Government Code section 12999, and reports for Reporting Year 2025 were due May 13, 2026. The analyst's job is to map job titles to the right categories and make sure the pay figures reconcile with payroll.
- Where can a Human Resources Analyst go next?
- The direct steps are senior HR analyst and people analytics manager. Analysts who enjoy pay work can move into compensation and total rewards, those who like systems can move toward HRIS roles, and some take their data habits into HR business partner or HR manager jobs.
Sources
Salary figures and role details on this page were checked against the following sources. Dates show when each was last reviewed.
- Human Resources Specialists, BLS Occupational Employment and Wage Statistics (May 2025)Checked Nov 10, 2026
- Summary Report for 13-1071.00 Human Resources Specialists, O*NET OnLine, U.S. Department of Labor (2026)Checked Nov 10, 2026
- Management of Companies and Enterprises: Occupational Employment and Wages, BLS (May 2025)Checked Nov 10, 2026
- Management, Scientific, and Technical Consulting Services: Occupational Employment and Wages, BLS (May 2025)Checked Nov 10, 2026
- Human Resources Analyst II class specification, City of Henderson, Nevada (2025)Checked Nov 10, 2026
- California Pay Data Reporting, California Civil Rights Department (2026)Checked Nov 10, 2026
- Workday People Analytics datasheet, Workday (2026)Checked Nov 10, 2026
- SHRM Certified Professional (SHRM-CP), Society for Human Resource Management (2025)Checked Nov 10, 2026
- Professional in Human Resources (PHR), HRCI (2026)Checked Nov 10, 2026
- Associate Professional in Human Resources (aPHR), HRCI (2026)Checked Nov 10, 2026
- HRIP Certification, International Association for Human Resource Information Management (2026)Checked Nov 10, 2026
- Certified Compensation Professional (CCP), WorldatWork (2026)Checked Nov 10, 2026
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