What is Corporate Market Value (CMV)?

CMV is a scoring system that rates individuals on factors including scarcity, skills, network, and experience to produce a profile card for the corporate world.

How is the CMV score calculated?

The CMV score is produced by a proprietary model that evaluates factors including scarcity, skills depth, experience, education, network quality, geography, languages, and physical attributes on a 0–100 scale.

Is CMV a real financial valuation?

CMV scores are modeled estimates calibrated against real-world market data, 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