Industry-Specific Intelligence
Sector-level labor market data for
every major industry.
47 feature sets across 9 sectors — each delivering hiring demand, compensation benchmarks, skills signals, and workforce composition data specific to that industry’s roles, dynamics, and global markets.
Q2 2026Retail Q2 2026
Global Retail Labor Demand Index
Hiring velocity across brick-and-mortar, e-commerce, and omnichannel retail by country and region — updated continuously from live source data.
Retail Workforce Composition Dataset
Role mix, pay, and skills demand across full-line, specialty, grocery, and convenience retail segments globally.
Retail Seasonal Labor Signal
Tracks cyclical and event-driven workforce surges across global retail markets — enabling forward-looking labor cost planning.
Retail Management Compensation Benchmark
Pay data for store management, district, and regional leadership roles across retail formats and markets worldwide.
Retail Automation Impact Tracker
Monitors shifts in hiring away from cashier and floor roles toward fulfillment, tech, and omnichannel roles as automation adoption advances.
Hospitality Q2 2026
Global Hospitality Labor Demand Index
Hiring velocity across hotels, restaurants, resorts, cruise lines, and travel operators by country and region.
Hospitality Workforce Recovery Tracker
Monitors labor market normalization following demand shocks — pandemic, economic disruption, and travel restrictions — in real time.
Tipped and Service Worker Pay Dataset
Compensation benchmarks for front-of-house and service roles across markets, including base and total pay structures.
Hospitality Seasonal and Event-Driven Labor Signal
Tracks cyclical and event-driven workforce surges across global tourism markets for forward labor planning.
Food & Beverage Workforce Composition Dataset
Role mix, pay, and skills demand across QSR, fast casual, fine dining, and catering segments globally.
Manufacturing Q2 2026
Global Manufacturing Labor Demand Index
Hiring trends across discrete, process, and advanced manufacturing by country, region, and sub-sector.
Manufacturing Skills Modernization Tracker
Monitors the shift from traditional trade skills to automation, robotics, and advanced manufacturing competencies globally.
Reshoring and Nearshoring Labor Signal
Identifies geographic hiring surges consistent with manufacturing reshoring or nearshoring activity — an early signal of supply chain reconfiguration.
Manufacturing Wage Benchmark
Compensation data for production, skilled trades, and engineering roles across global manufacturing markets by sub-sector and region.
Manufacturing Workforce Risk Index
Composite signal on aging workforce, skills gaps, and retirement pressure across manufacturing sub-sectors globally.
Healthcare Q2 2026
Global Healthcare Labor Demand Index
Hiring velocity across clinical, administrative, and allied health roles by country and region — with sub-sector breakdowns by care setting.
Healthcare Talent Shortage Signal
Real-time measure of open-role-to-available-talent ratios for high-demand clinical roles across global healthcare markets.
Healthcare Compensation Benchmark
Pay data for clinical, nursing, administrative, and technical roles across acute, outpatient, and long-term care settings globally.
Healthcare Workforce Composition Dataset
Role mix, skills demand, and hiring trends across hospital systems, physician practices, and home health markets worldwide.
Travel and Agency Nursing Labor Signal
Tracks demand for contract and travel nursing as a leading indicator of healthcare system labor stress and budget pressure.
Technology Q2 2026
Global Tech Talent Demand Index
Hiring trends across software engineering, data, infrastructure, security, and product roles by country and region.
Emerging Technology Skills Tracker
Real-time signal on which emerging technical skills are crossing from niche to mainstream hiring — globally and by market.
Developer and Engineering Role Benchmark
Compensation and requirements data for software and engineering roles across global tech hubs and remote markets.
Tech Talent Geography Shift Dataset
Tracks the dispersal of tech hiring from traditional hubs to emerging global talent markets as remote work normalizes.
Construction Q2 2026
Global Construction Labor Demand Index
Hiring velocity across residential, commercial, civil, and infrastructure construction by country and region.
Trades and Skilled Labor Shortage Signal
Open-role-to-available-talent ratios for electricians, plumbers, carpenters, and other skilled trades across global construction markets.
Construction Wage Benchmark
Pay data for skilled trades, supervision, and project management roles across construction segments and markets.
Infrastructure Buildout Labor Signal
Tracks hiring surges associated with infrastructure investment cycles — roads, bridges, data centers, and energy infrastructure.
Energy & Utilities Q2 2026
Global Energy Workforce Demand Index
Hiring trends across oil & gas, power generation, utilities, and renewable energy by country and region.
Energy Transition Workforce Dataset
Tracks the shift in hiring from fossil fuel to clean energy roles as a real-time measure of global energy transition pace.
Renewable Energy Skills Demand Tracker
Hiring signals for solar, wind, battery storage, and grid modernization roles across global markets.
Energy Sector Workforce Risk Index
Composite signal on aging workforce, skills gaps, and retirement wave pressure across energy sub-sectors globally.
Logistics & Supply Chain Q2 2026
Global Logistics Labor Demand Index
Hiring velocity across warehousing, distribution, freight, and last-mile delivery by country and region.
Last-Mile Delivery Workforce Signal
Demand trends for delivery drivers and gig economy logistics roles — a real-time measure of e-commerce fulfillment pressure.
Supply Chain Talent Shortage Tracker
Open-role-to-available-talent ratios for supply chain planners, procurement, and logistics technology roles globally.
Logistics Automation Impact Dataset
Tracks shifts in hiring from manual warehouse roles to automation, robotics, and logistics technology competencies.
Financial Services Q2 2026
Global Financial Services Labor Demand Index
Hiring velocity across banking, insurance, asset management, and fintech by country and region.
FinTech Talent Demand Tracker
Real-time signal on skills demand in financial technology — a leading indicator of technology adoption across the financial sector.
Financial Services Compensation Benchmark
Pay data for front-office, risk, operations, and technology roles across global financial markets and firm types.
Regulatory and Compliance Hiring Signal
Tracks demand for compliance, risk, and regulatory roles as a leading indicator of regulatory environment intensity.