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Occupation · 2026 assessment

Parikmakher

Parikmakher is an occupation responsible for an individual client procedure or image based on condition, proportions, safety and the desired outcome. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

28%2026
31%2028
35%2030
41%2035

Which tasks are exposed

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

TaskRisk
Bookings, reminders and standard messages76%
Initial diagnosis of a standard request72%
Estimating cost and selecting a standard solution72%
Repeatable operation in a prepared environment31%
Handling a non-standard client situation20%
Personal trust and outcome accountability31%

Task map

AI replaces ↔ AI augments

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

  1. 1Bookings, reminders and standard messagesAI 76% · human 49%
  2. 2Initial diagnosis of a standard requestAI 72% · human 45%
  3. 3Estimating cost and selecting a standard solutionAI 72% · human 45%
  4. 4Repeatable operation in a prepared environmentAI 31% · human 63%
  5. 5Handling a non-standard client situationAI 20% · human 63%
  6. 6Personal trust and outcome accountabilityAI 31% · human 57%

Why technology can change this work

  • booking, communication and routine advice move to digital services
  • robots gradually learn standardized operations
  • the main inputs and outputs already exist in a digital environment
  • AI helps diagnose problems and select solutions

What protects the occupation

  • hands-on work in unpredictable environments
  • personal trust and individual adaptation
  • the physical environment is too variable for near-term full robotics automation
  • on-site accountability for outcomes

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$4 800per month
2035$6 950scenario estimate
2026: $4 80020262027: $5 00020272028: $5 20020282029: $5 45020292030: $5 65020302031: $5 90020312032: $6 15020322033: $6 40020332034: $6 65020342035: $6 9502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Customer Success Manager

Established resilient role
New role risk30%
DemandHighDifficultyMediumTime6–12 monthsSkill fit72%

Robot Human Factors Specialist

Emerging role
New role risk11%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

AI Adoption Coach

Emerging role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit60%

Domestic Robot Installer

Emerging role
New role risk8%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Remote Care Coordinator

Emerging role
New role risk13%
DemandHighDifficultyHighTime3–6 yearsSkill fit38%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Skills you already have

  • needs diagnosis
  • practical execution
  • customer communication
  • outcome control

Skills to build

  • digital diagnostics
  • smart-equipment operation
  • service-robot management
  • digital customer service
CurrentParikmakher · 28%
→
Keepneeds diagnosis · practical execution · customer communication
→
Adddigital diagnostics · smart-equipment operation · service-robot management

Sources and update

Updated: 2026-09-26 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.