What is Corporate Market Value (CMV)?

CMV is a scoring system that rates individuals across 14 dimensions — including scarcity, earning power, skills, network, and experience — to produce a profile card for the corporate world.

How is the CMV score calculated?

The CMV score is a weighted average of 14 dimensions scored 0–100, including earning power, scarcity, skills depth, experience, education, network quality, geography, languages, physical attributes, and more. A scarcity dominance mechanism boosts hard dimensions when scarcity is high.

Is CMV a real financial valuation?

CMV uses a weighted scoring model calibrated against real-world acquisition data. The scores are modeled estimates, not financial appraisals. See our methodology and disclaimer for details.

Market Intelligence

Corporate labor market data, AI disruption metrics, and salary benchmarks

Market Pulse

Unemployment Rate

4.4%▲

+0.3pp YoY

JOLTS Openings

6.9M▼

-1.2M YoY

Salary Increase

3.5%▲

+0.4pp YoY

Quits Rate

2.0%▼

-0.3pp YoY

AI Job Growth

Global

+25%▲

vs +18% prior yr

Labor Participation

62.4%▼

-0.2pp YoY

DE Unfilled Jobs

1.6M▲

IT, healthcare, eng.

Talent Mobility

Global

2.6M▼

first decline since 2020

Hottest Jobs — Fastest Growing

1AI / ML EngineerAI

+143%$185K▾

2Data EngineerData

+72%$155K▾

3Nurse PractitionerHealthcare

+46%$126K

4Information Security AnalystCyber

+43%$120K

5Data ScientistData

+36%$158K▾

6Cloud ArchitectCloud

+34%$175K▾

7DevOps EngineerInfra

+32%$148K▾

8Physician AssistantHealthcare

+28%$130K

9Product ManagerBusiness

+25%$160K

10Wind / Solar TechnicianEnergy

+24%$58K

11UX ResearcherDesign

+22%$125K

12Quantitative AnalystFinance

+20%$195K

13Biomedical EngineerHealthcare

+18%$100K

14Solutions ArchitectCloud

+16%$145K

15Sustainability ManagerESG

+15%$105K

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Global Corporate Pay Index

United States

100$65/hr

Switzerland

95$55/hr

Australia

82$48/hr

Singapore

80$45/hr

Germany

75$36/hr

United Kingdom

73$41/hr

Canada

72$40/hr

Netherlands

71$38/hr

Ireland

70$37/hr

Israel

68$35/hr

UAE

67$34/hr

Sweden

65$33/hr

Japan

60$30/hr

France

58$32/hr

South Korea

55$28/hr

Italy

48$24/hr

Spain

45$22/hr

China

40$18/hr

Brazil

28$15/hr

India

18$13/hr

Index relative to US = 100. Hourly rate = mid-level professional/tech (USD).

Industry Growth — CAGR Rankings

1AI / Machine Learning

37.3%$1.8T by 2030

2Space Economy

33.6%$1.8T by 2035

3Healthcare Tech

31.7%$980B by 2030

4Cybersecurity

28.6%$560B by 2032

5Electric Vehicles

24.3%$1.1T by 2030

6Biotechnology

22.8%$3.4T by 2030

7Cloud Computing

21.2%$2.4T by 2030

8Fintech

19.8%$700B by 2030

9Clean Energy

17.5%$1.5T by 2030

10EdTech

14.2%$400B by 2030

11Gaming / Esports

12.9%$580B by 2030

12Logistics Tech

10.4%$260B by 2030

Salary Benchmarks by Field

US market — annual (hourly)

Technology

Software Engineer

$135K ($65/hr)

ML Engineer

$175K ($84/hr)

DevOps Engineer

$145K ($70/hr)

Finance

IB Analyst

$110K ($53/hr)

Quant Analyst

$195K ($94/hr)

Financial Analyst

$85K ($41/hr)

Healthcare

Nurse Practitioner

$126K ($61/hr)

Physician Assistant

$130K ($63/hr)

Pharmacist

$132K ($63/hr)

Specialist MD

$350K ($168/hr)

Consulting

Consultant

$105K ($50/hr)

Senior Consultant

$145K ($70/hr)

Partner

$500K ($240/hr)

Legal

Associate Attorney

$165K ($79/hr)

In-House Counsel

$195K ($94/hr)

Law Partner

$450K ($216/hr)

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AI Impact Tracker

85M

Jobs Displaced by AI

by 2030 (WEF)

97M

New AI-Era Jobs

net +12M (WEF)

44%

Workers Need Reskilling

within 5 years

72%

Companies Using AI

up from 55% in 2023

+40%

Productivity Gain

for AI-augmented workers

$1.8T

AI Market Size

projected 2030

AI Skills Wage Premium

Software Engineer+48%

w/o AI

$125K

w/ AI

$185K

Data Analyst+53%

w/o AI

$75K

w/ AI

$115K

Marketing Manager+37%

w/o AI

$95K

w/ AI

$130K

Financial Analyst+41%

w/o AI

$85K

w/ AI

$120K

Product Manager+30%

w/o AI

$135K

w/ AI

$175K

Career Ladder

US tech sector

Entry-Level0-2yr

~25$55K

Mid-Level2-5yr

~40$85K

Senior5-10yr

~55$130K

Lead / Staff8-15yr

~68$195K

Director10-18yr

~75$235K

VP15-25yr

~82$340K

C-Suite20-35yr

~90$600K

All figures are estimates informed by publicly available data (2024–2025) and do not constitute financial or career advice.

Market Intelligence

Market Pulse

Hottest Jobs — Fastest Growing

Coldest Jobs — Highest AI Risk

Global Talent Flows

Global Corporate Pay Index

Industry Growth — CAGR Rankings

Salary Benchmarks by Field

Skills in Demand

AI Impact Tracker

AI Skills Wage Premium

Career Ladder