Human Resource Management
Not included unless you switch them on: 328,800 postings from Fortune 500 career sites and 68,167 postings from small-employer job boards and 14,055 postings from US federal jobs, collected since 27 September 2026. The published figures stay on the panel they have always used.
How Human Resource Management relates to the other programs
2,626 of the 118,799 postings outside the United States in the last 90 days count toward Human Resource Management (2.2%), the 7th largest of the 11 programs. 2,029 count toward it alone; 597 also count toward another program. 35.8% are AI-related, against 42.3% across all postings: the 8th highest of the 11 programs with enough postings to say.
Human Resource Management is the large circle. Each small circle overlaps it in proportion to how much of its job titles it shares with Human Resource Management: the most alike program has 80% of its area inside, a program with half that similarity half as much, and one that shares nothing just touches. Around the ring, programs sit next to the ones they share most with. The number in each circle is the exact figure; every circle opens that program.
Most alike on job titles
- Business Management4% in common346 postings count toward both
director · manager · senior manager
- Accounting4% in common51 postings count toward both
director · manager · senior manager
- Global Supply Chain Management4% in common
director · manager · senior manager
- Marketing3% in common23 postings count toward both
director · manager · senior manager
- Finance3% in common
director · manager · senior manager
- Strategic Management3% in common31 postings count toward both
director · manager · senior manager
- Sales3% in common83 postings count toward both
director · manager · senior manager · recruiter/ account manager
- Information Systems3% in common179 postings count toward both
director · manager · senior manager · recruiter/ account manager
- Experience Design and Management2% in common
director · manager · senior manager
- Entrepreneurial Management1% in common
Commonest titles, only Human Resource Management
- recruiter 80
- talent acquisition specialist 61
- senior recruiter 41
- technical recruiter 39
- talent acquisition partner 31
- payroll specialist 29
- talent acquisition manager 29
- hr business partner 26
Commonest titles, shared
“In common” is the share of the two programs’ job titles mixes that they hold together: for each item, the smaller of its two shares, summed, over the larger, summed. Items shown are the ones both programs ask for most, each held by at least 20 postings in both. Last 90 days, every geography. A posting counts toward a program when the discipline classifier assigns it there (how postings are classified).
Where Human Resource Management postings fall across the four quadrants
Each bar counts Human Resource Management postings in one quadrant, not the whole quadrant. The filled part is how many of those are AI-related. The last figure on each row turns it round: how much of that whole quadrant of the labour market Human Resource Management postings make up. Last 90 days, by real posting date. Each quadrant’s name opens it on the overview, across every program.
- Business, AI-thinthe established business majors, unchanged2,102postings32.0%AI-relatedHuman Resource Management is 2.8% of all Business, AI-thin postings
- Business-deep AIan AI-in-business major497postings48.9%AI-relatedHuman Resource Management is 2.0% of all Business-deep AI postings
What the four quadrants are cut on. The capabilities a posting asks for, read from its description. A role naming three or more distinct engineering capabilities has builder depth; three or more business capabilities gives business depth. Both is Hybrid, neither is AI-thin. There are four because two yes-or-no tests cross, which is what makes them quadrants rather than a list. The threshold of three is the one the source analysis used, adopted rather than reinvented so the two stay comparable.
The 2,599 postings drawn here are this program’s share of the panel: postings carrying a real posting date from the last 90 days outside the United States that the discipline classifier assigns to it. A posting can count toward more than one program. Quadrants with fewer than 20 postings are left out, and AI shares are withheld below 200.
What each quadrant asks for
Ranked by how far Business, AI-thin sits from the other quadrants, not by how often the item appears. The bar is this region; the ticks are the others. An item everybody asks for tells you nothing about where you are.
Tools
Named software, languages and platforms. The fastest thing on this page to learn.
Partly definitional. Quadrants are cut on how many of these terms a posting names, so a quadrant leads on the terms that put it there. The ordering is still informative; the level is not a discovery.
- Dashboardsabout 3 in 100 postings ask for this3.0%−13.5 points vs the other quadrant
- Customer relationship management (CRM)about 3 in 100 postings ask for this3.1%−7.6 points vs the other quadrant
- Salesforceabout 2 in 100 postings ask for this1.9%−5.9 points vs the other quadrant
- Microsoft Excelabout 2 in 100 postings ask for this2.0%−4.6 points vs the other quadrant
- Jiraabout 1 in 100 postings ask for this1.3%−3.3 points vs the other quadrant
- SAPabout 6 in 100 postings ask for this5.7%−1.7 points vs the other quadrant
- Databasesabout 7 in 100 postings ask for this7.3%−0.9 points vs the other quadrant
Shares are of postings in this region over the last 90 days, by real posting date, in the geography chosen above. These figures were fixed to the United States until 22 September 2026 and could not follow that choice; they can now.
Where these numbers come from
5,685 Human Resource Management postings have been collected in all. The figures above use 2,626 of them: the last 90 days (5,416), and of those, the ones outside the United States. Each bar is one source; 4 come from sources too small to draw.
- Remote job boardsboards listing remote roles2,058usedof 4,003 collected32.3%AI-related
- The Musea general job board, not chosen for AI254usedof 927 collected27.6%AI-related
- Employer career siteschosen because these employers post AI work310usedof 706 collected65.8%AI-related
- Hacker Newsmonthly hiring threads, mostly without a usable date or place0usedof 49 collected
The sources ask for AI at very different rates because they were collected for different reasons, so the 35.8% AI share at the top of the page is a mix of them and moves with that mix. Compare sources side by side rather than reading the pooled figure as the market’s. How each source is collected, and why they are never pooled for the market figures, is under the four sub-corpora on the research page.
What this page cannot tell you yet
No job titles from this program
The rules matching postings to this discipline were written without input from the people who know where these graduates go. Titles you supply become candidate rules, measured against the corpus before anything is published.
No employers from this program
None of the employers who actually hire your graduates have been named, so the panel can only describe firms that happen to post on the boards already collected. Named employers are resolved to their public job feed and collected directly.
Two things from you change all of the above. The job titles your graduates commonly take, and the employers who commonly hire them. Titles become candidate classifier rules; employers become collection targets, deduplicated across every program so the ones several of you name independently get resolved first.
Sign in to add them. Everything you enter is stored as a claim from your program, never merged into the posting evidence, and shown with your program named beside it.