AI Hiring
What changes when an AI pilot becomes operational?
The team that proves an idea may need different support to operate it reliably. Use the next stage of work to define the next appointment.
In this article
Agree what operational means
Define who will use the capability, what outcome it supports and who is accountable when it needs attention. Establish the acceptable quality, response time and operating constraints before deciding which skills are missing.
Build around existing capability
Map the people already responsible for data, software, infrastructure and business operations. A specialist AI hire should have clear interfaces with these teams. Hiring every discipline into a separate AI team is not automatically the right answer.
Give evaluation an owner
Decide who defines useful test cases, judges outputs and reviews performance as data or usage changes. Technical measurements should be connected to the consequences of errors in the actual workflow.
Plan for maintenance
Clarify responsibility for monitoring, incident response, retraining or model changes, documentation and handover. These duties need time and ownership; they should not disappear between a research role and a product team.
Sequence appointments
Separate immediate bottlenecks from later requirements. A data foundation, engineering integration or product decision may matter more than adding another modelling specialist. Review the composition of the team as the programme learns.
Consultants can add specialist experience around an established team for a defined piece of work. Before bringing someone in, identify the internal product owner, access requirements and colleagues available to resolve dependencies. Plan how technical decisions, documentation and operational knowledge will remain with your organisation. Where several specialists are needed, make their responsibilities and interfaces explicit rather than assembling a list of impressive titles.
Put the requirement into practice
Build the capability you need.
Discuss your priorities, the experience you need and the team around the role with Theseus.
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