marketing
Content Marketer — AI labor economics
Plans and produces marketing content across blog, social, email, and longer-form formats. Owns editorial calendar and content performance attribution.
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.
Operational AI cost
Tokens · oversight · retries · integration · orchestration.
Market rate (Tier 2 mid)
p25 $61,254 · p75 $87,084 · p90 $103,320
Economic substitution exposure
Lower = more human-leveraged. Augmentation territory.
Distribution
Substitution distribution
By hours-weighted share across this role's tasks
Per-task read
The capability and human-advantage scores driving the role-level numbers.
| Task | Capability | Reliability | Error cost | Human-advantage |
|---|---|---|---|---|
| Write blog posts | 80 | 70 | 2/5 | 35/100 |
| Social media posts | 85 | 75 | 1/5 | 30/100 |
| Editorial calendar planning | 55 | 50 | 2/5 | 55/100 |
| Repurpose long-form to short | 88 | 80 | 1/5 | 25/100 |
| Analyze content performance | 75 | 65 | 2/5 | 35/100 |
| Interview subject matter experts | 25 | 30 | 3/5 | 80/100 |
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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