High-Specialty Professions
Deep labor market intelligence for
specialist professional functions.
25 feature sets across five high-value professional disciplines — Finance, Human Resources, Legal, Marketing, and Engineering & Science. Each feature set delivers profession-specific demand signals, compensation benchmarks, and skills evolution data unavailable in generalist labor market datasets.
Q4 2026Finance
Global Finance Talent Demand Index
Hiring velocity across investment banking, asset management, corporate finance, private equity, and risk functions by country and region.
Finance Compensation Benchmark
Pay data for front-office, middle-office, and risk roles across global financial markets — broken out by function, level, and firm type.
Finance Skills Evolution Tracker
Monitors the shift in demanded skills within finance — from traditional accounting and modelling to data science, AI, and quantitative methods.
FinTech vs. Traditional Finance Hiring Divergence
Tracks the relative hiring momentum between fintech and traditional financial institutions as a measure of industry structural change.
Regulatory and Compliance Hiring Signal
Demand for compliance, risk, and regulatory roles as a leading indicator of regulatory environment pressure across financial markets.
Human Resources
Global HR Function Demand Index
Hiring velocity across HR business partnering, talent acquisition, total rewards, L&D, and HR technology functions by country and region.
HR Technology Adoption Signal
Tracks demand for HR technology skills as a leading indicator of HR tech platform adoption across enterprise and mid-market organizations.
Total Rewards Function Benchmark
Pay and demand data for compensation, benefits, and equity administration roles — a benchmark for resourcing the total rewards function.
People Analytics Skills Demand Tracker
Real-time signal on employer demand for data science, analytics, and AI skills within the HR function globally.
HR Outsourcing Demand Signal
Tracks the balance between in-house and outsourced HR functions as a measure of HR operating model trends globally.
Legal
Global Legal Talent Demand Index
Hiring velocity across corporate law, litigation, regulatory, intellectual property, and in-house legal functions by country and region.
Legal Technology Adoption Signal
Tracks demand for legal technology, e-discovery, and contract AI skills as a leading indicator of legal function modernization.
In-House vs. Law Firm Hiring Divergence
Tracks the relative hiring momentum between in-house legal departments and law firms — a measure of corporate legal operating model evolution.
Legal Compensation Benchmark
Pay data for associate, senior associate, partner, and in-house counsel roles across global markets and practice areas.
Regulatory Compliance Legal Demand Tracker
Monitors demand for regulatory, compliance, and government affairs legal roles as a measure of regulatory environment intensity.
Marketing
Global Marketing Talent Demand Index
Hiring velocity across brand, performance, content, product marketing, and marketing technology functions by country and region.
Marketing Technology Skills Demand Tracker
Real-time signal on employer demand for marketing automation, analytics, and AI skills within the marketing function globally.
Performance Marketing vs. Brand Hiring Divergence
Tracks the relative momentum between performance and brand marketing hiring — a signal of shifting marketing investment priorities.
Marketing Compensation Benchmark
Pay data for brand, digital, product, and field marketing roles across industries and global markets.
Content and Creative Skills Evolution Tracker
Monitors demand for AI-augmented content, video, and creative production skills within marketing functions globally.
Engineering & Science
Global Engineering Talent Demand Index
Hiring velocity across mechanical, electrical, civil, chemical, and systems engineering disciplines by country and region.
R&D and Research Scientist Demand Tracker
Demand for research scientists and applied R&D roles across pharma, biotech, materials, and advanced manufacturing globally.
Engineering Compensation Benchmark
Pay data for engineering disciplines by level, specialization, and geography — across industrial, technology, and research contexts.
Engineering Skills Modernization Signal
Tracks the shift toward AI, simulation, digital twin, and systems engineering competencies across traditional engineering disciplines globally.
Deep Tech Talent Shortage Index
Open-role-to-talent ratios for specialized deep tech roles — quantum computing, advanced materials, photonics, and biosystems — by geography.