Distribution across 35 profiles.
Middle half of Disability Support Workers score between 8% and 11%.
0%
50%
100%
p10 · 6%
15% · p90
Task breakdown by work type
On-screen work0%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen31%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action0%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person69%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Disability Support Worker, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Supporting clients with mobility, including helping them move around their home or community, using mobility aids, and transferring them safely (e.g., from bed to wheelchair)
deep expertisesocial core
29%AA
1%
Assisting clients with personal care tasks such as bathing, dressing, and toileting to maintain their hygiene and dignity
deep expertisesocial core
27%AA
0%
Assisting with household tasks such as meal preparation, cleaning, and laundry to ensure a safe and comfortable living environment
23%AA
0%
Providing emotional support and companionship, including active listening, engaging in conversations, and offering encouragement to improve mental well-being
deep expertisesocial element
7%AA
0%
Administering or assisting with medication management, including reminding clients to take medications, helping with dosage, and documenting adherence
5%AD
26%
Developing and implementing individualized support plans, including setting goals, tracking progress, and adjusting care strategies based on client needs
deep expertisesocial core
3%AD
11%
Accompanying clients to appointments, social outings, or community activities to ensure their safety and inclusion
deep expertisesocial core
1%AA
6%
Documenting care activities, observations, and any changes in the client’s condition or behavior for reporting to healthcare professionals or family members
1%AD
22%
TaskTimeTypeExposure
Supporting clients with mobility, including helping them move around their home or community, using mobility aids, and transferring them safely (e.g., from bed to wheelchair)
deep expertisesocial core
25%AA
9%
Assisting clients with personal care tasks such as bathing, dressing, and toileting to maintain their hygiene and dignity
deep expertisesocial core
19%AA
0%
Administering or assisting with medication management, including reminding clients to take medications, helping with dosage, and documenting adherence
14%AD
35%
Developing and implementing individualized support plans, including setting goals, tracking progress, and adjusting care strategies based on client needs
deep expertisesocial core
13%AD
11%
Providing emotional support and companionship, including active listening, engaging in conversations, and offering encouragement to improve mental well-being
deep expertisesocial core
12%AA
2%
Accompanying clients to appointments, social outings, or community activities to ensure their safety and inclusion
some context neededsocial core
6%AA
0%
Documenting care activities, observations, and any changes in the client’s condition or behavior for reporting to healthcare professionals or family members
6%AD
24%
Assisting with household tasks such as meal preparation, cleaning, and laundry to ensure a safe and comfortable living environment
0%AA
7%
TaskTimeTypeExposure
Assisting clients with personal care tasks such as bathing, dressing, and toileting to maintain their hygiene and dignity
some context neededsocial core
22%AA
4%
Developing and implementing individualized support plans, including setting goals, tracking progress, and adjusting care strategies based on client needs
deep expertisesocial core
22%AD
17%
Administering or assisting with medication management, including reminding clients to take medications, helping with dosage, and documenting adherence
21%AD
36%
Supporting clients with mobility, including helping them move around their home or community, using mobility aids, and transferring them safely (e.g., from bed to wheelchair)
deep expertisesocial core
11%AA
5%
Providing emotional support and companionship, including active listening, engaging in conversations, and offering encouragement to improve mental well-being
8%AA
0%
Documenting care activities, observations, and any changes in the client’s condition or behavior for reporting to healthcare professionals or family members
7%AD
26%
Accompanying clients to appointments, social outings, or community activities to ensure their safety and inclusion
deep expertisesocial core
6%AA
13%
Assisting with household tasks such as meal preparation, cleaning, and laundry to ensure a safe and comfortable living environment
1%AA
4%
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