Skills That Pay in Tennessee
Skills That Pay in Tennessee
Interactive Dashboard
Executive Summary
This report presents findings from the Tennessee Skill Salary Premium Dashboard, which measures the wage premium associated with specific workforce skills in Tennessee relative to national benchmarks. The analysis covers the top 30 highest-value skills present in both the Tennessee and national labor market datasets, using regression-based salary premium estimates with 95% confidence intervals.
The data reveals a strikingly positive picture for Tennessee’s high-skill labor market. Every one of the top 30 skills analyzed carries a positive salary premium — meaning workers with these skills earn meaningfully more than their baseline counterparts. Of these 30 skills, 28 achieve statistical significance at the p < 0.05 level. In several key disciplines, Tennessee’s premiums either match or surpass national levels, signaling that the state has emerged as a competitive destination for specialized talent.
Key Findings
1. Universal Positive Premiums Across All Top Skills
Tennessee’s top 30 skills each yield a positive salary premium, with zero negative results among this group. This unanimity indicates a consistent market reward for specialized knowledge across industries ranging from healthcare and life sciences to technology and engineering.
2. Life Sciences Lead Premium Rankings
The top-ranked skills by Tennessee salary premium are concentrated in the life sciences sector:
- Genetic Disorders commands the highest TN premium at +$62,334 (vs. +$31,940 nationally), reflecting a small but highly compensated talent pool.
- Biotechnology yields a TN premium of +$32,435, surpassing the national figure of +$25,802, with both results statistically significant.
- Bioinformatics is a standout: the TN premium of +$30,612* is nearly three times the non-significant national premium of +$11,463, suggesting Tennessee has cultivated a particularly strong market for this emerging field.
- Neuroscience outperforms nationally (+$35,669 in TN vs. +$30,551 nationally), with TN results achieving significance.
3. Technology Skills Remain Highly Valued
Technology-related skills generate strong premiums both in Tennessee and nationally:
- AI & Machine Learning commands +$29,961 in Tennessee, near-parity with the national figure of +$32,421 — reflecting Tennessee’s growing technology sector.
- Streaming Media Systems delivers one of the most impressive Tennessee outperformances: +$41,849, more than doubling the national figure of +$19,914.
4. Commercial & Engineering Skills Show Competitive Alignment
Solution Sales Engineering shows near-identical premiums in Tennessee (+$35,898) and nationally (+$35,641), both statistically significant. This parity signals that Tennessee is fully competitive with national markets in commercial technology roles.
5. Statistical Robustness is High
28 of 30 skills (93%) achieved statistical significance at p < 0.05. The two that did not — Genetic Disorders and Bioinformatics at the national level — still show directionally positive premiums, with non-significance likely attributable to smaller sample sizes rather than a weak underlying effect.
Skill Premium Detail: Top Skills
Sorted by Tennessee premium, highest to lowest. * = statistically significant at p < 0.05.
| # | Skill | TN Premium | National Premium | TN Sig. |
|---|---|---|---|---|
| 1 | Genetic Disorders | +$62,334 ± $64,859 | +$31,940 ± $28,630 * | — |
| 2 | Streaming Media Systems | +$41,849 ± $18,452 * | +$19,914 ± $12,750 * | ✓ Yes |
| 3 | Solution Sales Engineering | +$35,898 ± $18,419 * | +$35,641 ± $10,808 * | ✓ Yes |
| 4 | Neuroscience | +$35,669 ± $12,480 * | +$30,551 ± $23,385 * | ✓ Yes |
| 5 | Biotechnology | +$32,435 ± $12,118 * | +$25,802 ± $2,472 * | ✓ Yes |
| 6 | Bioinformatics | +$30,612 ± $8,519 * | +$11,463 ± $14,799 | ✓ Yes |
| 7 | AI / Machine Learning | +$29,961 ± $6,622 * | +$32,421 ± $7,063 * | ✓ Yes |
Error bars = 95% CI (±1.96 × SE). * = statistically significant at p < 0.05. Full dashboard contains 30 ranked skills.
Strategic Implications
Workforce Development
Investment in life sciences disciplines — Biotechnology, Bioinformatics, Neuroscience — through higher education partnerships and apprenticeships could yield outsized returns for Tennessee workers and employers.
Employers & Talent Acquisition
Tennessee’s competitive premiums signal that the state can attract national-caliber talent without matching coastal cost-of-living pressures — a powerful recruitment advantage.
Economic Development Policy
AI/ML parity with national figures signals rapid sector scaling. Targeted incentives for companies in AI, bioinformatics, and health technology could deepen the skills ecosystem.