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Occupation · 2026 assessment

Sales Engineer

The Sales Engineer 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.

28%2026
34%2028
41%2030
50%2035

Which tasks are exposed

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

TaskRisk
Finding and qualifying prospects50%
Preparing standard outreach and proposals52%
Maintaining CRM records and contact history51%
Forecasting deals and next actions43%
Negotiating complex terms14%
Client trust and closing a non-standard deal10%

Task map

AI replaces ↔ AI augments

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

  1. 1Finding and qualifying prospectsAI 50% · human 74%
  2. 2Preparing standard outreach and proposalsAI 52% · human 64%
  3. 3Maintaining CRM records and contact historyAI 51% · human 73%
  4. 4Forecasting deals and next actionsAI 43% · human 68%
  5. 5Negotiating complex termsAI 14% · human 75%
  6. 6Client trust and closing a non-standard dealAI 10% · human 78%

Why technology can change this work

  • 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

  • trust and long-term relationships
  • complex negotiation and customer motivation
  • a large share of value comes from human judgement, trust or personal accountability
  • 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 600per month
2035$8 900scenario estimate
2026: $6 60020262027: $6 80020272028: $7 05020282029: $7 30020292030: $7 55020302031: $7 80020312032: $8 05020322033: $8 35020332034: $8 60020342035: $8 9002035
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

  • needs discovery
  • negotiation
  • objection handling
  • customer relationship management

Skills to build

  • AI prospecting
  • funnel analytics
  • sales AI-assistant management
  • complex B2B sales
CurrentSales Engineer · 28%
→
Keepneeds discovery · negotiation · objection handling
→
AddAI prospecting · funnel analytics · sales AI-assistant 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.