Distribution across 38 profiles.
Middle half of Podcast Producers score between 33% and 39%.
0%
50%
100%
p10 · 30%
43% · p90
Task breakdown by work type
On-screen work41%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen59%
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-person0%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Podcast Producer, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Editing and post-producing audio files, including cutting segments, adjusting sound levels, adding music or effects, and ensuring a polished final product
25%DD
57%
Recording podcast episodes, either in-studio or remotely, ensuring high audio quality and managing technical setup (e.g., microphones, software, levels)
some context neededsocial core
24%AD
16%
Booking and coordinating with guests, including scheduling interviews, preparing briefing documents, and managing communication
deep expertisesocial core
22%AD
2%
Writing and refining show notes, episode descriptions, and promotional content for distribution on podcast platforms and social media
16%DD
47%
Researching and identifying potential podcast topics, guests, and trends based on audience interests and industry developments
6%AD
32%
Uploading and distributing episodes to podcast platforms (e.g., Apple Podcasts, Spotify), managing metadata, and troubleshooting distribution issues
3%DD
88%
Engaging with the audience through social media, email, or community platforms to gather feedback, promote episodes, and build listener loyalty
deep expertisesocial core
1%AD
8%
TaskTimeTypeExposure
Researching and identifying potential podcast topics, guests, and trends based on audience interests and industry developments
deep expertisesocial element
37%AD
15%
Editing and post-producing audio files, including cutting segments, adjusting sound levels, adding music or effects, and ensuring a polished final product
28%DD
65%
Writing and refining show notes, episode descriptions, and promotional content for distribution on podcast platforms and social media
13%DD
56%
Booking and coordinating with guests, including scheduling interviews, preparing briefing documents, and managing communication
some context neededsocial core
12%AD
16%
Engaging with the audience through social media, email, or community platforms to gather feedback, promote episodes, and build listener loyalty
deep expertisesocial core
4%AD
9%
Uploading and distributing episodes to podcast platforms (e.g., Apple Podcasts, Spotify), managing metadata, and troubleshooting distribution issues
2%DD
89%
Recording podcast episodes, either in-studio or remotely, ensuring high audio quality and managing technical setup (e.g., microphones, software, levels)
some context neededsocial core
1%AD
12%
TaskTimeTypeExposure
Editing and post-producing audio files, including cutting segments, adjusting sound levels, adding music or effects, and ensuring a polished final product
32%DD
59%
Booking and coordinating with guests, including scheduling interviews, preparing briefing documents, and managing communication
some context neededsocial core
32%AD
20%
Uploading and distributing episodes to podcast platforms (e.g., Apple Podcasts, Spotify), managing metadata, and troubleshooting distribution issues
17%DD
77%
Researching and identifying potential podcast topics, guests, and trends based on audience interests and industry developments
deep expertisesocial element
10%AD
16%
Recording podcast episodes, either in-studio or remotely, ensuring high audio quality and managing technical setup (e.g., microphones, software, levels)
some context neededsocial core
4%AD
18%
Writing and refining show notes, episode descriptions, and promotional content for distribution on podcast platforms and social media
1%DD
48%
Engaging with the audience through social media, email, or community platforms to gather feedback, promote episodes, and build listener loyalty
some context neededsocial core
1%AD
14%
Save & share
AI tools for this role
Tools relevant to the most automatable tasks in this profession.
