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Occupation · 2026 assessment

Fashion retail Sales Analyst

The Fashion retail Sales Analyst 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.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

53%2026
57%2028
61%2030
67%2035

Which tasks are exposed

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

TaskRisk
Cleaning, joining and preparing data77%
Creating standard reports and visualizations75%
Forming conclusions and checking causality47%
Finding and qualifying prospects75%
Preparing standard outreach and proposals77%
Maintaining CRM records and contact history76%
Forecasting deals and next actions68%
Negotiating complex terms38%

Task map

AI replaces ↔ AI augments

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

  1. 1Cleaning, joining and preparing dataAI 77% · human 38%
  2. 2Creating standard reports and visualizationsAI 75% · human 39%
  3. 3Forming conclusions and checking causalityAI 47% · human 56%
  4. 4Finding and qualifying prospectsAI 75% · human 49%
  5. 5Preparing standard outreach and proposalsAI 77% · human 39%
  6. 6Maintaining CRM records and contact historyAI 76% · human 48%
  7. 7Forecasting deals and next actionsAI 68% · human 43%
  8. 8Negotiating complex termsAI 38% · human 50%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • AI finds leads and prepares personalized outreach
  • CRM systems predict deal probability and next action
  • standard consultations move to chat and voice agents

What protects the occupation

  • choosing the right question and checking causality rather than correlation alone
  • trust and long-term relationships
  • complex negotiation and customer motivation
  • accountability for non-standard commercial offers

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$6 150per month
2035$8 300scenario estimate
2026: $6 15020262027: $6 35020272028: $6 60020282029: $6 80020292030: $7 05020302031: $7 25020312032: $7 50020322033: $7 75020332034: $8 05020342035: $8 3002035
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.

Product Manager

Established resilient role
New role risk31%
DemandHighDifficultyMediumTime6–12 monthsSkill fit58%

Customer Success Manager

Established resilient role
New role risk30%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

AI Adoption Coach

Emerging role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit60%

AI Workflow Designer

Emerging role
New role risk31%
DemandHighDifficultyHighTime12–24 monthsSkill fit52%

Real Estate Market Analyst

Established resilient role
New role risk49%
DemandMediumDifficultyMediumTime6–12 monthsSkill fit58%

AI Procurement Manager

Emerging role
New role risk29%
DemandHighDifficultyHighTime12–24 monthsSkill fit50%

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

  • analytical question framing
  • metric interpretation
  • needs discovery
  • negotiation
  • objection handling
  • customer relationship management

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • AI prospecting
  • funnel analytics
  • sales AI-assistant management
  • complex B2B sales
CurrentFashion retail Sales Analyst · 53%
→
Keepanalytical question framing · metric interpretation · needs discovery
→
AddSQL and data preparation · visualization and forecasting · AI prospecting

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.