Finance, People & Legal · observed market
People & Recruiting jobs and hiring requirements
Finance, accounting, recruiting, people, legal, and compliance. Counts are derived from employer-published vacancies; current roles use a 30-day observation window and older still-published listings are shown separately.
What this role market shows
Freshness
52%
of still-published listings are in the current observation window
Most visible technology
AI
236 current vacancy mentions
Leading location
United States
194 current role mentions
Evidence mix
Top technologies by requirement tier
Counts are mentions in current vacancies. One vacancy may mention several technologies.
Requirement evidence
Technologies employers ask for in People & Recruiting
AI
236 current roles
Scalability
121 current roles
Automation
97 current roles
Cloud
39 current roles
Machine Learning
32 current roles
Statistics
27 current roles
SQL
26 current roles
AI Agents
23 current roles
C
22 current roles
GenAI
19 current roles
Python
18 current roles
Reliability Engineering
16 current roles
Current market
Latest current vacancies
Senior Recruiter\Talent acquisition manager
King Group · Kyiv, Ukraine
Talent Sourcer
Notion · Tokyo, Japan
People Operations Specialist, Singapore (6 Month Contract)
Cloudflare
Workplace Manager, Czechia
Wolt · Prague, Czechia
Global P&O Business Partner
Siemens · Multiple Locations
Global P&O Business Partner
Siemens · Multiple Locations
HR People Partner - Ukraine - Remote
ALLSTARSIT · Ukraine
Senior Manager, Business Unit Human Resources Leader
Johnson & Johnson · Yokneam, Haifa District, Israel
HRIS Analyst
Semperis · Dallas, Texas, United States
Recruiting Coordinator - AMER
Notion · San Francisco, California, United States
Work formats
Seniority
Evidence route
How this role market is assembled
Employer-published vacancies are classified by specialty. Current demand is kept apart from older still-published listings; employer, technology and location views come from that same cached role snapshot.

Illustrative process diagram. The charts above show the actual counts for People & Recruiting.
Still published by employers
Long-running source-active roles
These listings remain on their publishers’ career sites but are older than the current-market window. They remain discoverable without inflating fresh-demand totals.
Total Rewards Analyst - Temporary Position (3 months)
Check Point Software Technologies · Tel Aviv-Yafo, Tel Aviv District, Israel
Real Estate Portfolio Lead
Okta · San Francisco, California, United States
Candidate Experience Specialist, Contractor
GitLab · Remote — United States
HR Business Partner, NACF-IXD
Amazon · Rancho Cordova, California, United States
HR Business Partner, NACF
Amazon · Moreland, Georgia, United States
HR Manager, Data Center Operations HRP Team, BeXT AIS
Amazon · Zaragoza, Aragon, Spain
Graph-linked family