Hire AI/ML developers for your team in Ireland

Start with the business problem. A useful developer agrees how success will be measured before choosing a model, whether that measure is accuracy on real examples, time saved or error rate.

• Choose the approachassess whether the task needs a large language model API, a machine learning model trained on your data, or straightforward rules.
• Prepare the dataclean and label examples, split training and test sets correctly, and check for bias and leakage between those sets.
• Build document retrievalsplit documents into passages, create embeddings, store them in a vector database and give relevant passages to the model with citations.
• Test changescreate an evaluation set of real questions or cases, then check each prompt or model change against it.
• Plan for failurehandle timeouts, prompt injection, made-up answers and runaway usage, with fallbacks and human review where mistakes are costly.

We offer developers full time, part time or for a fixed number of hours a month. A full-time plan suits an ongoing product backlog; part-time or hour-based work suits maintenance, a side project or work that arrives in bursts.

1. 01

   Agree the working pattern

   developers use your repository, tickets and stand-ups, with overlap hours agreed before work starts.

2. 02

   Set up access

   use individual accounts with only the permissions needed, beginning in staging and adding production access once the review process is in place.

3. 03

   Walk through the codebase

   share the architecture, coding standards, branching and release process, and instructions for running the project locally. Record gaps as they come up.

4. 04

   Start on real work

   plan environment setup, a product walkthrough and a small task that touches the main parts of the system.

5. 05

   Review as work progresses

   a lead reviews code and keeps the work on track. You can scale the plan up or down, or pause it as your needs change.

Remote development can involve transferring personal data to India, which is not on the European Commission’s adequacy list. Where the transfer needs an appropriate safeguard, we set up contractual arrangements using the relevant standard contractual clauses, with the module matched to the parties’ roles.

If your online service relies on consent to process a child’s personal data, children under 16 need a parent’s or guardian’s consent. We set up a consent flow for that case in the service.

A little preparation gives the developer real work to start on.

• Rank your backlog or describe the first tasks clearly, including what each task should achieve.
• List the skills and seniority you need, including relevant frameworks or experience with a legacy system.
• Set out your working hours, the overlap you need and who will answer the developer’s questions.
• Define donewrite down review rules, expected tests, and how changes are deployed and approved.