Role snapshotUpdated over time

Helpers--Installation, Maintenance, and Repair Workers

AI replacement rate

10%

This role is currently tracked with 4 timeline items plus a profile-based replacement estimate.

This role primarily involves physical assistance in varied and often unstructured environments, which remains highly challenging for current AI and robotics. The high degree of physicality, coupled with the need for adaptability and direct interaction with tools and people, makes automation difficult. No recent evidence suggests a significant increase in AI's capacity to perform these core tasks.

Replacement trend

Aggregated from periodic refresh snapshots
  • 2026-04-2010%

Why this role is rated this way

Structural base
Repetition2
Rule clarity2
Transformation work3
Workflow automation2
High Physicality and Unstructured Environments

The role inherently demands significant physical interaction with objects, tools, and diverse work sites (e.g., lifting, carrying, holding). Performing these tasks autonomously in unpredictable, unstructured environments is currently beyond the general capabilities of AI and robotics.

Need for Adaptability and Problem Solving

Helpers often need to respond to dynamic situations, assist skilled workers with varied and sometimes non-routine tasks, and adapt quickly to unexpected challenges. This level of adaptability and on-the-spot problem-solving is difficult for current AI systems to replicate.

Complex Tool Handling and Human Interaction

The job involves handling various tools and equipment, often requiring fine motor skills, spatial reasoning, and safe coordination with human co-workers. Robotic manipulation in these contexts is still highly specialized and not broadly applicable to general helper roles.

Lack of Direct Automation Evidence

There is no recent evidence or specific AI capability updates that indicate a significant shift towards automating the core physical assistance and support tasks of installation, maintenance, and repair helpers.

Timeline

Relevant news and cases, newest first