Assign an MLOps engineer to your roadmap.
MLOps engineering capacity on your infrastructure, month after month — assigned under one service agreement, run by a service delivery manager, with quality gates and reporting you can hold us to. Based in Thailand and overlapping five hours with Northern Europe, the role covers model deployment, monitoring and infrastructure, so models stay reliable after the first release.
One engineer, keeping models in production.
Skills and scope are agreed before delivery starts, so the first sprint is productive rather than a ramp-up month. The work runs to the same infrastructure, the same repositories and the same on-call expectations as your own team’s.
- Model deployment
Serving infrastructure built for your traffic and latency needs.
- Pipeline automation
Training and deployment pipelines that run without manual steps.
- Monitoring and drift detection
Model performance tracked in production, not just at launch.
- Infrastructure as code
Provisioning and environments defined and versioned, not clicked together.
- Documentation and handover
Deployment and rollback procedures documented as the system evolves.
Assigned to fit the stack you already run.
We match the specialist's stack to your ML infrastructure at scoping, not after the contract is signed. The lists below cover the frameworks and tooling we see most often across MLOps work.
One fixed fee for a monthly average.
We calculate the engineer's working hours across a full year, deduct annual leave and public holidays, then divide by twelve. That average becomes the fixed monthly capacity and price in your agreement, so budgeting for an MLOps engineer stays predictable whether a given month runs light or heavy on hours.
The mlops engineering roles we assign.
Take one role, or several as one delivery team. Each role below has its own page describing what it delivers under a service agreement.
Building in-house, a local agency, or Azendo.
Each fits a different situation. An in-house role makes sense when the work is permanent and local; a local agency suits a one-off project with a clear end date. Azendo sits between the two — ongoing capacity for work that keeps coming, with the team, the workplace and the administration behind it handled on our side.
| Comparison | Building it in-house | Local agency | Azendo |
|---|---|---|---|
| Time to productive output | Months — recruit, onboard, ramp up | Fast to start, slow to learn your product | 2–6 weeks |
| Continuity of context | Resets when someone leaves | Rebuilt with each new project | Held by the same delivery team, for years |
| Cover during leave or absence | Your problem to solve | Not applicable, project-priced | Included — fixed fee, unaffected |
| Who answers for delivery | You do | Account manager, between projects | A service delivery manager, continuously |
| Cost profile | Fixed, whatever the workload | Priced per project | One monthly fee, adjustable each cycle |
| Scaling a discipline | A new hire each time | Re-scoped each engagement | Capacity up or down at the monthly cycle |
Questions about this role.
Can I choose the seniority level?
Yes. Junior through principal MLOps engineers are available, priced by level. We'll recommend a level based on the scope you share before delivery starts.
What if the stack isn't listed above?
Tell us what you use. The list above is what we see most often, not a limit — we'll confirm fit for your exact setup at scoping.
Can I add a second MLOps engineer later?
Yes, at the next monthly cycle. Capacity moves with your roadmap rather than locking you into the original scope.
Who owns the infrastructure and code the MLOps engineer writes?
You do. Work happens in your repositories, under your license terms, from the first commit.
Often assigned alongside a mlops engineer.
A specialist rarely works alone on a roadmap. These disciplines cover the ground around the role and can be added to the same service agreement.
Tell us what you are looking for.
Tell us about your project and the capacity you have in mind. A service delivery manager will get back to you.
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