| Role group | Tenure effect |
|---|---|
| CS / Account Managers | Improves steadily, reaching above-quota attainment at ~5 years |
| AEs / SDRs | Plateaus after 2–3 years; further experience shows no correlation with improvement |
| Skill | Change |
|---|---|
| Negotiation | +0.66 |
| Strategy & methodology | +0.64 |
| Market acumen | +0.47 |
| Product acumen | +0.45 |
| Skill | Change |
|---|---|
| Growth mindset & drive | −0.44 |
| Time management | −0.21 |
| Prospecting | −0.13 |
Experienced reps get better at strategic competencies and worse at the execution habits most correlated with quota. For AE and SDR roles, years of experience is a weak signal for execution quality.