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sales

Sales Engineer — AI labor economics

Partners with AEs to win technical buyers. Owns deep product demos, POCs, integration scoping, and answers the hard architecture questions.

What follows is the matrix-derived read for this role at a representative cell. Your numbers will differ — compute your own Wagecard for the precise read on your geo, experience, salary, and task mix.

salesTier 2 · mid · representative cell

Operational AI cost

$7,864/mo

Tokens · oversight · retries · integration · orchestration.

Market rate (Tier 2 mid)

$135,300/yr

p25 $112,299 · p75 $159,654 · p90 $189,420

Economic substitution exposure

39 / 100

Lower = more human-leveraged. Augmentation territory.

Distribution

Substitution distribution

By hours-weighted share across this role's tasks

Replaceable0%
AI-augmented33%
Human-led + AI-assisted50%
Human-critical17%

Per-task read

The capability and human-advantage scores driving the role-level numbers.

TaskCapabilityReliabilityError costHuman-advantage
Technical demos25303/575/100
Run POCs45404/565/100
Answer security questionnaires85754/530/100
Integration scoping55503/565/100
Internal product feedback40453/565/100
Build demo environments70602/540/100

Computed against capability matrix v1 · model v1-mvp · representative cell (Tier 2 / mid). Refreshed when the matrix refreshes. Open methodology at /methodology.

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