Embedded senior engineers or a new hire?
Choose embedded senior engineers when the need has an end date or an uncertain shape, and hire when the work is permanent and you know what the role should own. Hiring a senior engineer takes time: sourcing, interviews, notice periods and onboarding, and a wrong hire is slow to undo. Embedded engineers can start on a defined outcome, such as a migration, a reliability push or a new service, and leave when it is done.
They also show you what the permanent role really needs, which sharpens the job description you eventually write. The trade-off is cost and continuity. Outside engineers usually cost more per month than salaried staff, and they leave, so the work must be documented and handed over as it goes. A common pattern is both: embedded capacity to move the critical project now, and a hire for the long-term seat, onboarded by the people who built the work.

