United States Workforce Intelligence

AI is changing work. Let's track what happens next.

"A 60-year-old woman with 35 years of professional and lived experience is not starting from zero. She may be starting somewhere new."
— Olivia Friedman, Founder
5,892

worker-reported AI impact experiences collected across 73 U.S. metropolitan areas.

Illustrative Demo Data
5,892
Worker experiences
73
Metro areas represented
12,481
Workers tracking

Figures are illustrative demo placeholders, not live facts. They will be replaced automatically by counts of administrator-approved worker reports once production data is connected.

Explore the U.S. map

Select a metropolitan area to see how many worker-reported AI impact experiences have been collected there. Huntsville, Alabama opens by default as headquarters.

Beta · Illustrative demo data
HeadquartersMetro

Counts are fictitious demo placeholders, not live facts.

List view

Per-metro counts are illustrative demo placeholders.

Huntsville, Alabama

Headquarters metro · Alabama

Official DataWorker-Reported DataTracker Analysis

Official Labor Market

Official Data

Latest available data

221,000 jobs
Total nonfarm employment
Official Data
U.S. Bureau of Labor Statistics · 2024 annual avg · 2024-05
3.1 %
Unemployment rate
Official Data
U.S. Bureau of Labor Statistics · 2024 annual avg · 2024-05
62,400 USD
Median annual wage
Official Data
U.S. Bureau of Labor Statistics · 2023 annual · 2024-03

AI Workforce Signals

Worker-Reported Data

Worker-reported data

247

worker-reported AI impact experiences collected in Huntsville

Illustrative

n = 8 responses

AI has increased my productivity.50%
AI has changed some of my job duties.38%
AI has created new responsibilities for me.38%
I use AI voluntarily at work.25%
AI has reduced my workload or hours.13%
AI has eliminated some of my responsibilities.13%
I am retraining because of AI.13%
My employer requires me to use AI.13%
AI has not noticeably affected my work.13%

United States Overview

Tracker Analysis

Illustrative demo figures for worker experiences and metro coverage; reference-data counts are live.

5,892
Worker experiences collected
Worker-Reported Data
73
Metro areas represented
Tracker Analysis
12
Occupations tracked
Tracker Analysis
12
Industries tracked
Tracker Analysis
0
Members joined
Tracker Analysis

Worker experience and metro coverage figures are illustrative demo placeholders and will be replaced automatically by approved-report counts once production data is connected.

AI Impact Trends

Worker-Reported Data

National distribution of worker-reported AI impacts.

n = 17 responses

02468changed some of myjob duties.increased my productivity.reduced my workloador hours.eliminated some of myresponsibicreated newresponsibilities foram retraining because of AI.use AI voluntarily atwork.employer requires me to useAI.not noticeablyaffected my work.

Metropolitan Areas

Tracker Analysis

Select a metro to update the profile above. Currently selected metro is highlighted.

Occupations

Tracker Analysis
  • Software DeveloperComputer & Mathematical
  • Data ScientistComputer & Mathematical
  • Registered NurseHealthcare Practitioners
  • AccountantBusiness & Financial Operations
  • Financial AnalystBusiness & Financial Operations
  • Marketing SpecialistBusiness & Financial Operations
  • Mechanical EngineerEngineering
  • Customer Service RepresentativeOffice & Administrative Support
  • Graphic DesignerArts & Design
  • Truck DriverTransportation
  • TeacherEducational Instruction
  • Legal AssistantLegal

Industries

Tracker Analysis
  • Technology
  • Healthcare
  • Finance and Insurance
  • Manufacturing
  • Retail Trade
  • Educational Services
  • Transportation and Warehousing
  • Construction
  • Professional and Technical Services
  • Media and Information
  • Public Administration
  • Hospitality

Opportunities

Tracker Analysis

AI-augmented aerospace engineering roles

Tracker Analysis

Tracker Analysis suggests growing demand for engineers who can integrate AI tooling into design and simulation workflows.

AI tooling and platform engineering

Tracker Analysis

Worker reports indicate expanding responsibilities around building and evaluating AI systems.

Healthcare documentation specialists

Tracker Analysis

Reports point to new roles supporting AI-assisted clinical documentation.