Hire AI engineers
Devinity provides AI engineers who build production systems rather than prototypes: retrieval pipelines, document extraction, prediction models and evaluated agents. Every engineer we place works to an evaluation set and accuracy baseline, because a system nobody has measured cannot responsibly be described as working.
What they bring
- Evaluation set design and accuracy baselines
- Retrieval-augmented generation and vector search
- Document extraction from unstructured formats
- Agent design with defined boundaries and human escalation
- Claude, OpenAI and self-hosted open models
- Cost, latency and accuracy monitoring in production
When clients bring us in
- Extracting structured data from documents that arrive in inconsistent formats
- Search over internal documents that returns verifiable citations
- Prediction from historical operational data
- Replacing a pilot that works in demos but has never been measured
How engagement works
Engineers work in your repositories, your cloud accounts and your conventions. You own the code from the first commit, and there is nothing to transfer at the end because it was never held anywhere else.
Engagements are staffed to overlap with your working hours rather than ours. If the fit is wrong, tell us early and we replace the person — that flexibility is most of the reason to place rather than hire directly.
FAQ
Hiring AI engineers — questions
- What makes an AI engineer different from a backend engineer?
- The evaluation discipline. A backend engineer knows whether code is correct by reading it; an AI engineer establishes correctness statistically, against a test set, and monitors for drift after release. That skill is what separates a system you can depend on from a demo.
- Can they work with self-hosted models?
- Yes. Where data residency or cost rules out provider APIs, we deploy open models on infrastructure you control and keep the model layer swappable so you are not locked to one provider.
- How quickly can an AI engineer start?
- Availability varies. We will tell you honestly when we have someone rather than committing to a date we cannot keep, and we would rather delay a start than place someone who is not right for the work.
On hiring engineers
All insightsNeed AI engineers?
Tell us the stack, the role and how long you need it for. We will tell you what we have available and when.
Or reach us directly: [email protected] · +1 321 335 0265