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Occupation · 2026 assessment

Refrigeration Project Manager

The Refrigeration Project Manager role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

22%2026
28%2028
35%2030
45%2035

Which tasks are exposed

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

TaskRisk
Collecting metrics and preparing management reports32%
Resource planning and scenario modelling23%
People, conflict and accountability decisions3%
Diagnostics using fault codes and telemetry26%
Planning scheduled maintenance30%
Physical repair of a non-standard fault15%
Variant calculations and parameter selection32%
Preparing drawings and technical documents27%

Task map

AI replaces ↔ AI augments

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

  1. 1Collecting metrics and preparing management reportsAI 32% · human 87%
  2. 2Resource planning and scenario modellingAI 23% · human 81%
  3. 3People, conflict and accountability decisionsAI 3% · human 91%
  4. 4Diagnostics using fault codes and telemetryAI 26% · human 79%
  5. 5Planning scheduled maintenanceAI 30% · human 85%
  6. 6Physical repair of a non-standard faultAI 15% · human 79%
  7. 7Variant calculations and parameter selectionAI 32% · human 74%
  8. 8Preparing drawings and technical documentsAI 27% · human 78%

Why technology can change this work

  • predictive diagnostics identify likely failure points in advance
  • AI prepares reports, plans, minutes and management options
  • autopilot gradually takes control in constrained, well-mapped environments
  • AI generates design options and assists calculations
  • digital twins accelerate testing
  • routine documentation and component selection can be automated

What protects the occupation

  • physical diagnosis, repair and post-intervention equipment validation
  • accountability for people, priorities and conflicting interests
  • a large share of value comes from human judgement, trust or personal accountability
  • operation in bad weather, road works and unpredictable human behavior
  • system reliability and safety accountability
  • real constraints of materials and equipment

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$12 550per month
2035$18 150scenario estimate
2026: $12 55020262027: $13 05020272028: $13 60020282029: $14 20020292030: $14 80020302031: $15 40020312032: $16 05020322033: $16 70020332034: $17 40020342035: $18 1502035
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.

Robotics Technician

Established resilient role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Robot Safety Engineer

Emerging role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Digital Twin Engineer

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Industrial Automation Engineer

Established resilient role
New role risk21%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

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

  • fault finding
  • maintenance
  • safe equipment work
  • goal setting
  • people management
  • resource allocation

Skills to build

  • predictive maintenance
  • telemetry-based diagnostics
  • AI-enabled team management
  • auditing AI management recommendations
  • remote autonomous-vehicle supervision
  • telemetry work
CurrentRefrigeration Project Manager · 22%
→
Keepfault finding · maintenance · safe equipment work
→
Addpredictive maintenance · telemetry-based diagnostics · AI-enabled team management

Sources and update

Updated: 2026-09-25 · 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.