Census data show metro Atlanta's roughly 52,000 transit commuters average 49 minutes each way, versus 32 for solo drivers, and earn far less. Whether commuting constrains hiring is still an open question.
BLS industry data show no sector holds more than about a fifth of metro Atlanta's 3.1 million payroll jobs. Over the past year, health care added about 11,700 jobs while total employment fell by 14,300.
Census data show 27.1% of Atlanta-area businesses used AI in late summer, and BLS finds technical jobs more concentrated than nationally. But no official series counts AI hiring by metro, so claims of regional leadership remain unproven.
A posting is not an opening, and an opening is not a hire. July JOLTS showed 7.3 million openings and 5.1 million hires, and a new 41-country AI study shows how to use posting data without confusing the three.
Payrolls, JOLTS, wage series and a Census AI-use survey already exist; task-level and career-stage AI measures do not. A dashboard for this period should show both, clearly labeled.
GDP measures market production, so free AI tools show up mostly as costs rather than benefits. New BEA research and Stanford surveys estimate the gap in two different ways, and their numbers cannot simply be added.
Registered Apprenticeship has grown to 727,586 active apprentices, but 46.49% of the FY2024 cohort completed under DOL's definition. National placement data remain the missing piece.
The Labor Department's AI Literacy Framework says every worker will need baseline AI skills. Census data show about one business in five using AI, so a universal requirement remains a policy expectation, not a measured fact.
