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Occupation · 2026 assessment

Swimming Curriculum Designer

The Swimming Curriculum Designer 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.

35%2026
40%2028
46%2030
54%2035

Which tasks are exposed

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

TaskRisk
Generating CRUD code and standard modules48%
Creating migrations, tests and documentation44%
Reviewing and validating generated code26%
Generating initial concept variants47%
Adapting an approved solution to formats48%
Selecting visual language and defending the concept19%
Bookings, reminders and standard messages48%
Initial diagnosis of a standard request39%

Task map

AI replaces ↔ AI augments

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

  1. 1Generating CRUD code and standard modulesAI 48% · human 62%
  2. 2Creating migrations, tests and documentationAI 44% · human 61%
  3. 3Reviewing and validating generated codeAI 26% · human 74%
  4. 4Generating initial concept variantsAI 47% · human 68%
  5. 5Adapting an approved solution to formatsAI 48% · human 59%
  6. 6Selecting visual language and defending the conceptAI 19% · human 80%
  7. 7Bookings, reminders and standard messagesAI 48% · human 69%
  8. 8Initial diagnosis of a standard requestAI 39% · human 66%

Why technology can change this work

  • AI agents already create routine functions, tests, migrations and documentation
  • booking, communication and routine advice move to digital services
  • robots gradually learn standardized operations
  • AI helps diagnose problems and select solutions

What protects the occupation

  • understanding architecture and the consequences of changing a live system
  • hands-on work in unpredictable environments
  • a large share of value comes from human judgement, trust or personal accountability
  • personal trust and individual adaptation
  • 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 400per month
2035$5 950scenario estimate
2026: $4 40020262027: $4 55020272028: $4 70020282029: $4 85020292030: $5 05020302031: $5 20020312032: $5 40020322033: $5 55020332034: $5 75020342035: $5 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%

Remote Care Coordinator

Emerging role
New role risk13%
DemandHighDifficultyHighTime3–6 yearsSkill fit43%

Digital Wellbeing Specialist

Emerging role
New role risk20%
DemandHighDifficultyMediumTime6–12 monthsSkill fit60%

AI Literacy Instructor

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Robot Human Factors Specialist

Emerging role
New role risk11%
DemandHighDifficultyMediumTime6–12 monthsSkill fit58%

AI Adoption Coach

Emerging role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

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

  • reading existing code
  • task decomposition
  • needs diagnosis
  • practical execution
  • customer communication
  • outcome control

Skills to build

  • software AI-agent orchestration
  • review and validation of generated code
  • digital diagnostics
  • smart-equipment operation
  • service-robot management
  • digital customer service
CurrentSwimming Curriculum Designer · 35%
→
Keepreading existing code · task decomposition · needs diagnosis
→
Addsoftware AI-agent orchestration · review and validation of generated code · digital diagnostics

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.