Distribution across 36 profiles.
Middle half of Dietitians score between 22% and 26%.
0%
50%
100%
p10 · 20%
30% · p90
Task breakdown by work type
On-screen work36%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen44%
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-person20%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Dietitian, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Counseling patients one-on-one to educate them about nutrition, explain dietary changes, and provide motivation or behavioral strategies for adherence
deep expertisesocial core
24%AA
1%
Developing personalized meal plans and dietary recommendations tailored to patients' health conditions, preferences, and goals (e.g., weight loss, diabetes management, heart health)
deep expertisesocial element
24%DD
26%
Reviewing and analyzing patients' medical records and dietary histories to assess nutritional needs and identify deficiencies or health risks
18%AD
31%
Monitoring patients' progress through follow-up appointments, adjusting meal plans as needed, and addressing challenges or setbacks in their dietary habits
deep expertisesocial core
13%AD
14%
Staying updated on the latest nutrition research, guidelines, and trends by reading journals, attending conferences, or participating in professional development
deep expertise
10%DD
41%
Collaborating with doctors, nurses, and other healthcare providers to coordinate care, share insights on patients' nutritional status, and align treatment plans
some context neededsocial core
7%AD
18%
Creating educational materials (e.g., handouts, presentations, or digital content) to teach groups or communities about nutrition, healthy eating, or disease prevention
0%DD
66%
TaskTimeTypeExposure
Developing personalized meal plans and dietary recommendations tailored to patients' health conditions, preferences, and goals (e.g., weight loss, diabetes management, heart health)
deep expertisesocial element
32%DD
32%
Counseling patients one-on-one to educate them about nutrition, explain dietary changes, and provide motivation or behavioral strategies for adherence
some context neededsocial core
22%AA
4%
Reviewing and analyzing patients' medical records and dietary histories to assess nutritional needs and identify deficiencies or health risks
21%AD
33%
Collaborating with doctors, nurses, and other healthcare providers to coordinate care, share insights on patients' nutritional status, and align treatment plans
some context neededsocial core
13%AD
15%
Monitoring patients' progress through follow-up appointments, adjusting meal plans as needed, and addressing challenges or setbacks in their dietary habits
deep expertisesocial core
8%AD
12%
Creating educational materials (e.g., handouts, presentations, or digital content) to teach groups or communities about nutrition, healthy eating, or disease prevention
1%DD
53%
Staying updated on the latest nutrition research, guidelines, and trends by reading journals, attending conferences, or participating in professional development
1%DD
64%
TaskTimeTypeExposure
Counseling patients one-on-one to educate them about nutrition, explain dietary changes, and provide motivation or behavioral strategies for adherence
deep expertisesocial core
25%AA
0%
Creating educational materials (e.g., handouts, presentations, or digital content) to teach groups or communities about nutrition, healthy eating, or disease prevention
20%DD
92%
Reviewing and analyzing patients' medical records and dietary histories to assess nutritional needs and identify deficiencies or health risks
19%AD
33%
Developing personalized meal plans and dietary recommendations tailored to patients' health conditions, preferences, and goals (e.g., weight loss, diabetes management, heart health)
deep expertisesocial element
18%DD
26%
Collaborating with doctors, nurses, and other healthcare providers to coordinate care, share insights on patients' nutritional status, and align treatment plans
some context neededsocial core
11%AD
16%
Monitoring patients' progress through follow-up appointments, adjusting meal plans as needed, and addressing challenges or setbacks in their dietary habits
deep expertisesocial core
3%AD
6%
Staying updated on the latest nutrition research, guidelines, and trends by reading journals, attending conferences, or participating in professional development
deep expertise
0%DD
38%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
