| Role pay anchor | Candidate-reported expected monthly pay | $2,000 overall median; role-family medians from $1,400 customer support to $3,000 engineering | Use this as the first monthly labor-budget anchor, then choose the closest role family. |
| Recruiting or provider fee | Service fee, placement fee, or monthly admin layer | Not measured in Sagan candidate expected-pay data | Model separately from candidate pay so the labor benchmark does not become an all-in cost claim. |
| Payroll and compliance setup | Employer-of-record, contractor compliance, benefits, tax, or payment handling | Not included in Sagan pay figures | Add based on the hiring model and country, especially for long-term dedicated roles. |
| Tools and security | Software seats, CRM access, password management, device policy, security review | Not included in Sagan pay figures | Budget more when the hire touches customer data, finance systems, or production workflows. |
| Management and training | Manager time, onboarding, documentation, QA, replacement risk | Not included in Sagan pay figures | Expect more management load for ambiguous roles, new functions, or roles without existing SOPs. |
| U.S.-hours coverage | Live overlap for customers, dispatch, sales, owner support, or recruiting handoffs | 79.3% of all Sagan hiring requests specified U.S.-hours overlap demand | Pay and process requirements can rise when the role needs same-day customer or manager response. |