Grady County, Oklahoma

• Talent gap: Bachelor's-or-higher attainment trails the national average by 12.9 pts, relevant for advanced-services attraction strategy.

• Largest sector: Manufacturing employs 1,636 workers (20.3% of tracked sectors), at an average wage of $54,997.
• Economic scale: Regional GDP of $4B (2024).
• Wage stratification: Mining, Quarrying, and Oil and Gas Extraction averages $94,437 while Accommodation and Food Services averages $18,356, a 5.1x spread in the same local economy, with implications for workforce development and talent strategy.

• Top specialization: Oil and Gas Extraction concentrates at 15.55x the national norm, top-decile concentration, the kind of signature sector that defines a region's economic identity to site selectors.
• Cluster depth: 10 sub-sectors register LQ ≥ 1.5, suggesting an interconnected industrial base rather than reliance on a single employer or sector.
• Attraction whitespace: 6 sub-sectors register LQ < 0.5, candidates for diversification or recruitment depending on labor-market fit.

• Affordable market: Home value to income ratio of 2.7x is well below the ~4.1x national average; supports talent attraction and family settlement narratives.
• High home ownership: 75% owner-occupied; rental supply may be tight for incoming workers.
• Elevated vacancy: 12.1% vacancy rate. In resort, rural, and seasonal markets much of this is recreational/seasonal (second homes), not available supply; confirm the vacancy-by-reason split before treating it as a redevelopment opportunity.
• Broadly affordable rents: All 5 HUD Fair Market Rent bedroom tiers sit below the 30%-of-median-income affordability threshold (~$1,885/mo), a clear cost-of-living advantage for workforce attraction.

• Succession risk is real: 22.4% of working-age residents are 55-64. Plan for retirements over the next decade and pair attraction strategy with talent retention.
• Talent pipeline: 6 regional institutions feed the workforce; the top three combined produce 16,669 annual credentials.

Grady County shows strong potential for oil and gas extraction attraction, with a 15.55x concentration and 161 jobs in this sub-sector. It ranks in the top decile nationally. Near-term succession risk is elevated, with 22.4% of the working-age population within 10 years of retirement age.

The interconnected base across oil and gas extraction, support activities for mining, and heavy and civil engineering construction creates supply-chain attraction leverage rather than single-employer risk, a structural advantage for industrial recruitment.