AI Impact Dashboard
The aggregated impact of AI
Live snapshot from 761 recent assessments. This page tracks where exposure is rising, where it is buffered, and what actually separates first-to-go from hard-to-replace work.
Sample window: Feb 24, 2026 - Jul 18, 2026
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Take the assessment nowFirst to Go vs Last to Go
Head-to-head from live role averages, including the next in line.
First to go
#1
Copywriting
86.3% avg score (3 samples)
Runner-up
Growth / Demand Generation
85.3% avg score (4 samples)
Last to go
#1
Nursing
31.3% avg score (6 samples)
Runner-up
Mental Health / Therapy
31.3% avg score (4 samples)
Gap: 55 points. This is the current distance between the hottest and coldest role in the sample.
Most exposed roles (live)
| # | Role | Avg replaceability |
|---|---|---|
| 1 | Copywriting | 86.3% |
| 2 | Growth / Demand Generation | 85.3% |
| 3 | Journalism | 85% |
| 4 | Social Media Marketing | 85% |
| 5 | Brand Strategy | 84.8% |
| 6 | SEO / Content Marketing | 84.3% |
| 7 | Performance Marketing | 75.2% |
| 8 | Cloud Engineering | 74% |
| 9 | Investment Banking | 73.1% |
| 10 | Administration | 73% |
| 11 | FP&A | 72.8% |
| 12 | Accounting | 72.4% |
| 13 | Financial Advisory | 72% |
| 14 | Financial Analysis | 71.8% |
| 15 | Game Development | 71.7% |
| 16 | Mobile Development | 71.5% |
| 17 | Web Development | 71.3% |
| 18 | DevOps / Infrastructure | 70.7% |
| 19 | Software Engineering | 70.1% |
| 20 | Private Equity | 70% |
Industry index
| Industry | Avg replaceability | Risk band |
|---|---|---|
| Marketing, Media & Communications | 81.1% | Critical |
| Administrative & Office Roles | 78.6% | Critical |
| Finance & Accounting | 71.2% | Critical |
| Technology & Software | 69.7% | Elevated |
| Human Resources & Talent | 65.4% | Elevated |
| Sales & Customer Functions | 64.8% | Elevated |
| Hospitality, Retail & Service | 64% | Elevated |
| Product, Design & Creative Tech | 63.3% | Elevated |
| Business, Strategy & Operations | 61% | Elevated |
| Engineering & Architecture | 54% | Elevated |
| Legal & Compliance | 53.2% | Elevated |
| Real Estate & Property | 51.4% | Elevated |
| Other | 47% | Moderate |
| Government & Public Sector | 46.9% | Moderate |
| Education & Research | 46.5% | Moderate |
| Transportation & Logistics | 46.3% | Moderate |
| Energy, Utilities & Natural Resources | 40% | Moderate |
| Skilled Trades & Field Work | 38.9% | Moderate |
| Healthcare & Medical | 37% | Moderate |
Exposure by experience
More years can help, but task mix usually matters more than tenure alone.
0-2 years
65.6% (122)
3-5 years
63.7% (437)
6-10 years
60.2% (105)
11-20 years
55.2% (58)
21+ years
54.2% (39)
Exposure by income range
Compensation does not automatically equal protection.
Under $40k
65.3% (68)
$40k-$80k
61.6% (89)
$80k-$120k
63% (495)
$120k-$200k
60.5% (64)
$200k+
55.5% (45)
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Take the assessment nowExposure by trust requirement
Human accountability is one of the strongest buffers.
Trust critical
47.5% (214)
Trust somewhat required
67.2% (515)
Low trust requirement
85.4% (32)
Exposure by skill scarcity
Licensed or scarce skills usually reduce automation pressure.
Rare / licensed skills
46.3% (195)
Moderately scarce skills
66.7% (495)
Common skills
76.6% (71)
Exposure by output measurability
Work that is easy to measure and benchmark is easier to automate.
Low output measurability
39.5% (59)
Medium output measurability
55.5% (273)
High output measurability
70% (429)
Exposure by automatable task share
Roles with more routine + structured + template communication tend to score higher.
0-40% automatable mix
46.7% (33)
41-55% automatable mix
46.1% (102)
56-70% automatable mix
64.7% (445)
71-100% automatable mix
68.8% (181)
What this means if you are worried
- 18.7% of submissions are currently below 50, so exposure is not universal across jobs.
- Roles marked low-trust score about 37.9 points higher than trust-critical roles.
- Moving from low automatable mix to very high automatable mix is linked to about 22.1 points higher exposure in this sample.
- Experience shifts risk by about 11.4 points from early-career to 21+ years in this sample.
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