Distribution across 35 profiles.
Middle half of Warehouse Managers score between 11% and 15%.
0%
50%
100%
p10 · 10%
18% · 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 + screen33%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action10%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person57%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Warehouse Manager, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Coordinating and supervising the picking, packing, and shipping of orders to ensure accuracy and timely dispatch, including assigning tasks to warehouse staff and monitoring progress.
deep expertisesocial core
30%AA
0%
Overseeing daily receiving and unloading of shipments, verifying quantities and quality against purchase orders, and updating inventory records in the warehouse management system (WMS).
19%AD
25%
Managing warehouse staff, including hiring, training, scheduling shifts, and conducting performance reviews to ensure productivity and adherence to safety protocols.
deep expertisesocial core
17%AA
3%
Conducting regular inventory audits and cycle counts to maintain accurate stock levels, investigating discrepancies, and adjusting records in the WMS.
9%AD
37%
Optimizing warehouse layout and storage systems to improve efficiency, reduce handling time, and maximize space utilization, including reorganizing shelves or implementing new storage solutions.
deep expertisesocial element
8%DA
6%
Liaising with suppliers, logistics providers, and internal teams (e.g., procurement, sales) to resolve issues like delays, damaged goods, or inventory shortages, and negotiating solutions.
deep expertisesocial core
8%AA
0%
Ensuring compliance with health, safety, and environmental regulations, including conducting safety training, inspecting equipment, and maintaining documentation for audits.
some context neededsocial core
7%AA
2%
TaskTimeTypeExposure
Overseeing daily receiving and unloading of shipments, verifying quantities and quality against purchase orders, and updating inventory records in the warehouse management system (WMS).
26%AD
43%
Coordinating and supervising the picking, packing, and shipping of orders to ensure accuracy and timely dispatch, including assigning tasks to warehouse staff and monitoring progress.
deep expertisesocial core
21%AA
4%
Ensuring compliance with health, safety, and environmental regulations, including conducting safety training, inspecting equipment, and maintaining documentation for audits.
some context neededsocial core
19%AA
0%
Managing warehouse staff, including hiring, training, scheduling shifts, and conducting performance reviews to ensure productivity and adherence to safety protocols.
deep expertisesocial core
18%AA
5%
Liaising with suppliers, logistics providers, and internal teams (e.g., procurement, sales) to resolve issues like delays, damaged goods, or inventory shortages, and negotiating solutions.
deep expertisesocial core
10%AA
2%
Conducting regular inventory audits and cycle counts to maintain accurate stock levels, investigating discrepancies, and adjusting records in the WMS.
3%AD
36%
Optimizing warehouse layout and storage systems to improve efficiency, reduce handling time, and maximize space utilization, including reorganizing shelves or implementing new storage solutions.
deep expertisesocial element
1%DA
10%
TaskTimeTypeExposure
Overseeing daily receiving and unloading of shipments, verifying quantities and quality against purchase orders, and updating inventory records in the warehouse management system (WMS).
25%AD
31%
Conducting regular inventory audits and cycle counts to maintain accurate stock levels, investigating discrepancies, and adjusting records in the WMS.
24%AD
41%
Coordinating and supervising the picking, packing, and shipping of orders to ensure accuracy and timely dispatch, including assigning tasks to warehouse staff and monitoring progress.
deep expertisesocial core
20%AA
12%
Optimizing warehouse layout and storage systems to improve efficiency, reduce handling time, and maximize space utilization, including reorganizing shelves or implementing new storage solutions.
deep expertisesocial element
18%DA
9%
Ensuring compliance with health, safety, and environmental regulations, including conducting safety training, inspecting equipment, and maintaining documentation for audits.
some context neededsocial core
10%AA
0%
Managing warehouse staff, including hiring, training, scheduling shifts, and conducting performance reviews to ensure productivity and adherence to safety protocols.
deep expertisesocial core
1%AA
0%
Liaising with suppliers, logistics providers, and internal teams (e.g., procurement, sales) to resolve issues like delays, damaged goods, or inventory shortages, and negotiating solutions.
deep expertisesocial core
1%AA
1%
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