Hire engineers
Hire an MLOps Engineer.
The engineer who gets a model off a laptop and onto reliable infrastructure — serving, monitoring, rollback, and cost under control.
What your mlops engineer must have
- Model serving + inference infra
- Observability and rollback for models
- Kubernetes / cloud deployment depth
- Staff: owns the path to production
Smart Match tunes these into a position brief and surfaces potential fits. We introduce engineers only after they opt in and pass role-specific validation.