Seventy-two hours to 180 seconds is the most dramatic before-and-after number in this industry. The part that gets left off is who still signs.
Short answer: Hiscox reduced quote cycle time for London Market specialty lines from about three days to roughly three minutes, a 99.4% reduction. Industry-wide, straight-through processing has moved from 10 to 15% up to 70 to 90%, while panels consistently insist on a human before any machine recommendation becomes binding.
Key takeaways
- Hiscox cut underwriting time from 72 hours to 180 seconds using AI, reported as a 99.4% reduction in quote cycle time for London Market specialty lines. Across the industry,.
- 18 live listings in this category publish a rate, at a median top-of-range of $80 an hour and a ceiling of $115.
- The work is remote contract work, asynchronous, with no set hours and no guaranteed volume.
- Applications screen on a short skills assessment rather than a resume or interview.
What was reported
The finding
Hiscox cut underwriting time from 72 hours to 180 seconds using AI, reported as a 99.4% reduction in quote cycle time for London Market specialty lines. Across the industry, straight-through processing rates have moved from 10 to 15% up to 70 to 90%, and fraud detection has improved by over 30%. Forbes coverage from June 2026 reported that industry panels kept returning to one principle: keep a human in the loop who can apply judgment before any machine recommendation hardens into a binding decision. Separately, only 16% of insurers currently use AI to augment human underwriting, with 60% planning to prioritise it between now and 2028.
Hiscox's reported 99.4% reduction in quote cycle time for London Market specialty lines is real, and straight-through processing across the industry has moved from 10 to 15% up to 70 to 90%. Fraud detection improved by more than 30%.
What the listings pay
But Forbes reported in June that industry panels kept returning to the same principle: a human applies judgment before any machine recommendation hardens into a binding decision. That is consistent with the survey finding that only 16% of insurers currently let AI augment human underwriting at all, with 60% planning to by 2028.
| # | Role | Advertised rate | Platform |
|---|---|---|---|
| 1 | Infusions Insurance Verification Call Script Writer | $60 to $115 an hour | Mercor |
| 2 | Risk-adjustment / HCC coding leader | $110 to $110 an hour | Elion Health |
| 3 | E&S Insurance Underwriter - AI Trainer | $90 to $110 an hour | Mercor |
| 4 | Insurance Verification & Benefit Manager | $105 to $105 an hour | Elion Health |
| 5 | Insurance Domain Expert | $60 to $100 an hour | Mercor |
| 6 | Finance & Insurance Practice Reviewer | $75 to $90 an hour | Mercor |
| 7 | Complex Claims & Coverage Director | $80 to $80 an hour | Mercor |
| 8 | Compliance & Risk Specialist Talent Network | $60 to $80 an hour | Mercor |
| 9 | AI Insurance Tutor (Full Time) | $30 to $75 an hour | Mercor |
| 10 | Insurance Experts | $50 to $60 an hour | Mercor |
Source: 18 live listings on this board that publish a rate, read directly from each posting on 2026-09-06. Listings without a published rate are excluded rather than estimated.
How this compares across the board
A rate only means something next to the alternatives. This is every category we track with at least five listings publishing a rate, ranked by median top-of-range, so you can see where this work sits rather than taking a single number on trust.
| Category | Listings | Median low | Median top | Highest |
|---|---|---|---|---|
| Legal | 95 | $100 | $140 | $400 |
| Medical | 68 | $77 | $120 | $400 |
| Consulting | 45 | $80 | $120 | $280 |
| Finance | 94 | $80 | $110 | $280 |
| Engineering | 114 | $70 | $100 | $300 |
| Research/PhD | 132 | $70 | $90 | $280 |
| Writing | 36 | $40 | $80 | $280 |
| Bilingual | 78 | $44 | $52 | $120 |
| Annotation | 25 | $12 | $24 | $120 |
Same source and date as above. Categories are matched on listing title, so a role can appear in more than one.
What it means for you
What has been compressed is the gathering and assembling. What has not is deciding whether to take the risk and at what price. Across 18 live insurance, underwriting and actuarial listings on our board that publish a rate, the median top-of-range is $80 an hour, reaching $115.
What actually got automated
The 180 seconds is the quote cycle: pulling submission data, structuring it, checking it against appetite and producing an indicative price. That work was always mechanical and slow, and compressing it is straightforwardly good.
What sits outside that loop is the judgment on unusual risks, the ones that do not match a pattern in the training data. Specialty lines exist precisely because the risks are non-standard, which is the irony of the Hiscox example.
Straight-through processing moving to 70 to 90% tells you the routine cases now flow. It also means the cases reaching a human are, by definition, the harder residue.
Why labs want underwriters specifically
Underwriting is one of the cleanest examples of reasoning under uncertainty with a price attached to being wrong. A model that produces a confident appetite decision on a risk it has misread is expensive in a way that is easy to measure.
Underwriters are trained to notice when a submission is missing the thing that matters, which is a different skill from evaluating what is present. Models are weak at absence.
Actuarial listings sit at the top of this category's range because they pair the domain with a quantitative credential. Claims and underwriting listings ask for practical experience instead.
Who should apply
Two checks before you spend time on an application. Confirm the role accepts applicants from your country with the eligibility checker, since a meaningful share of listings carry location requirements. Then run the advertised rate through the take-home calculator, because this is contract work and the headline figure is before self-employment tax.
Applications complete on the hiring platform and usually take a few minutes, with a short skills assessment in place of an interview. Fill in every credential, language and professional background field on your profile. Those are what route you to the better paid listings, and most applicants leave them blank.
Frequently asked questions
How much faster is AI underwriting?
Hiscox reported cutting underwriting time from 72 hours to 180 seconds, a 99.4% reduction in quote cycle time for London Market specialty lines.
Is AI making the actual underwriting decision?
Rarely. Forbes reported industry panels insisting a human applies judgment before any machine recommendation becomes binding, and only 16% of insurers currently use AI to augment human underwriting.
What else has changed industry-wide?
Straight-through processing has moved from 10 to 15% up to 70 to 90%, and fraud detection has improved by over 30%.
What does insurance AI work pay?
Across 18 live insurance and actuarial listings publishing a rate, the median top-of-range is $80 an hour, reaching $115.
Do I need an actuarial qualification?
Only for actuarial listings, which pay most. Underwriting and claims roles ask for practical experience instead.
What does the work involve?
Evaluating model output on risk appetite, policy interpretation, claims and underwriting reasoning, and correcting what would be wrong or uncommercial in practice.
Will my employer allow it?
Insurance firms vary. It is contract work with no clients and no binding authority involved, but check your outside-activity policy first.
Sources
See every live role
The full board updates several times a week, with the advertised rate on each listing and closed roles removed.