A twenty-year change to an eligibility threshold is the kind of rule change that models get confidently wrong for years, because most of their training data predates it.
Short answer: From 1 January 2026 the ABLE Age Adjustment Act raised the age of disability onset for ABLE eligibility from 26 to 46, and the annual contribution limit rose to $20,000. Estimates of the newly eligible population vary widely, from around 6 million to about 14 million.
Key takeaways
- The ABLE Age Adjustment Act took effect on 1 January 2026, raising the age at which a disability must have begun for ABLE account eligibility from 26 to 46, an additional 20 years of.
- 77 live listings in this category publish a rate, at a median top-of-range of $120 an hour and a ceiling of $280.
- 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
The ABLE Age Adjustment Act took effect on 1 January 2026, raising the age at which a disability must have begun for ABLE account eligibility from 26 to 46, an additional 20 years of qualifying onset. The annual contribution limit rose to $20,000 in 2026 from approximately $19,000 in 2025. Estimates of the newly eligible population differ substantially: some reporting cites eligibility growing to roughly 14 million people from about 8 million, while the National Disability Institute projects around 6 million additional people qualifying. The change particularly opens eligibility to adults with later-onset conditions including multiple sclerosis, traumatic brain injury and mental health conditions.
From 1 January 2026 the qualifying age of disability onset for an ABLE account moved from 26 to 46, and the annual contribution limit rose to $20,000. The population affected is genuinely uncertain: some reporting cites growth to around 14 million from about 8 million, while the National Disability Institute projects roughly 6 million additional people. We would not treat either figure as settled.
What the listings pay
What is not uncertain is who this newly covers: adults with later-onset conditions such as multiple sclerosis, traumatic brain injury and mental health conditions, many of whom were told for years that they did not qualify.
| # | Role | Advertised rate | Platform |
|---|---|---|---|
| 1 | Investment & Finance Expert | $245 to $280 an hour | micro1 |
| 2 | AI Finance Domain Expert | $100 to $200 an hour | micro1 |
| 3 | Financial Analyst Talent Network | $60 to $180 an hour | Mercor |
| 4 | Real Estate Sales Agents | $75 to $175 an hour | Mercor |
| 5 | Revenue-cycle Executive (VP/Sr. Director Revenue Cycle, or RCM-focused Finance Leader) | $162 to $162 an hour | Elion Health |
| 6 | Consultant / Advisor | $80 to $160 an hour | Mercor |
| 7 | Quantitative Finance Researcher | $150 to $150 an hour | Handshake AI |
| 8 | Financial Managers | $120 to $150 an hour | Mercor |
| 9 | Private Equity & Venture Capital - Finance Domain Expert | $110 to $150 an hour | Mercor |
| 10 | Investment Banking & M&A - Finance Domain Expert | $100 to $150 an hour | Mercor |
Source: 77 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
Benefit-interaction advice is among the highest-stakes work in financial planning, since a wrong answer can cost someone their means-tested benefits. Across 77 live finance and planning listings on our board that publish a rate, the median top-of-range is $120 an hour, reaching $280.
Why this is a hard case for a model
ABLE accounts interact with SSI, Medicaid and special needs trusts in ways that depend on balances, timing and state administration. The rules are conditional on facts a general question does not contain.
A model trained largely on pre-2026 material will answer the age question with 26, confidently, and there is nothing in the answer to signal that the threshold moved. That is the specific failure a planner catches instantly.
The consequences are asymmetric too. Incorrect advice here can jeopardise means-tested benefits, which is a different order of harm from a wrong general answer.
What planning listings ask for
Practical planning experience is the qualification: benefits interaction, special needs trusts, and how state administration differs. Credentials such as CFP or a special needs planning designation help with matching.
Jurisdiction-specific knowledge raises your rate, because ABLE programmes are state-administered and the differences are exactly what models blend.
As with all finance listings, if you work at a regulated firm get written compliance clearance before starting, and never use client information in the work.
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
What changed for ABLE accounts in 2026?
From 1 January 2026 the age at which a disability must have begun rose from 26 to 46, and the annual contribution limit rose to $20,000.
How many more people qualify?
Estimates vary. Some reporting cites eligibility growing to roughly 14 million from about 8 million, while the National Disability Institute projects around 6 million additional people.
Who does the change most affect?
Adults with later-onset conditions including multiple sclerosis, traumatic brain injury and mental health conditions, who were previously excluded by the age-26 threshold.
Why is this relevant to AI training work?
A model trained mostly on pre-2026 material will answer the age question with 26 and give no signal that the threshold moved. Catching that requires a planner.
What does financial planning AI work pay?
Across 77 live finance and planning listings publishing a rate, the median top-of-range is $120 an hour, reaching $280.
What background do these roles want?
Practical planning experience with benefits interaction, special needs trusts and state administration differences. CFP or special needs designations help with matching.
Do I need employer approval?
If you work at a regulated firm, almost certainly. Get written compliance clearance first, and never use client information in the work.
Sources
See every live role
The full board updates several times a week, with the advertised rate on each listing and closed roles removed.