Occupation · 2026 assessment

Loader

A loader receives, moves, positions and secures goods manually or with basic equipment. Conveyors and mobile robots automate movement in structured warehouses, while irregular packaging, tight spaces, damage and varied sites still require people.

High risk level Calculate my risk → Search jobs ↗

How risk may change

Una stima previsionale, non uno scenario garantito.

64%2026

67%2028

71%2030

77%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

Task	Risk
checking labels and cargo condition	82%
selecting a safe lifting method	77%
manual moving and stacking	73%
using trolleys or pallet-handling equipment	68%
securing cargo against damage	62%
placing goods in storage locations	52%
counting and recording discrepancies	41%
handling damaged or oversized goods	33%

What the score means

The score for Loader reflects the share of formalised repeatable work, the availability of digital data and the feasibility of robotics. Tasks involving accountability, physical variability and professional judgement are much better protected.

AI exposure

The share of cognitive, textual, visual or analytical work that current AI systems can technically assist with or perform.

11%

Robotics

The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.

55%

Routine work

The share of operations that repeat, follow stable rules and produce a predictable result.

66%

Digitalization

How much of the input, workflow and output already exists in digital form.

21%

Business incentive

The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.

72%

Human moat

Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.

64%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

Human advantage

Work with AI

Low technology impact

Automate

How much AI can perform the task → How much a human is needed →

1checking labels and cargo conditionAI 82% · human 51%
2selecting a safe lifting methodAI 77% · human 57%
3manual moving and stackingAI 73% · human 49%
4using trolleys or pallet-handling equipmentAI 68% · human 60%
5securing cargo against damageAI 62% · human 54%
6placing goods in storage locationsAI 52% · human 53%
7counting and recording discrepanciesAI 41% · human 56%
8handling damaged or oversized goodsAI 33% · human 71%

Why technology can change this work

digital tools reduce preparation and control time
repeatable physical operations can be mechanised or robotised in structured environments
a material share of the job follows stable procedures
key information often emerges only through direct work