Industry · Healthcare
In healthcare, AIcruiters is recruiting software that separates what the law requires from what the ward prefers: a BIG-registered title and a recognised specialisation are hard, a specific hospital background usually is not. It searches across the many titles care work goes by, ranks on registration, specialisation and shift fit, and approaches people about roster, hours and team. A human checks registration.
Care professionals are often spread over more channels than office workers, and in many roles LinkedIn profiles are less complete. A nurse on a night roster does not update a profile after every course. Sourcing in healthcare therefore starts with a realistic view of each channel.
In healthcare some requirements are set by law, not by the hiring manager. Get those right first, then be flexible on the rest.
Registration shows that someone is authorised, not that they are competent: the BIG-register itself advises employers to assess competence separately.
Care titles look standard but are used loosely, and the differences carry legal weight.
Illustrative example (fictional): an IC nurse for a regional hospital in North Brabant, 28 to 36 hours, irregular shifts.
Step 01 · Vacancy analysis
Hard: BIG registration as nurse, completed IC specialisation or in training, willing to work irregular shifts, within commuting distance. Soft: experience in a comparable hospital, extra competencies such as ECMO. Titles to map include IC nurse, intensive care nurse and specialised nurse.
Step 02 · Market search
Routes cover specialisation terms, adjacent units such as CCU and emergency care, and a travel radius instead of one city. Duplicates and profiles without nursing experience are removed.
Step 03 · Fit ranking
Every candidate gets a rationale: specialisation found, hospital type, likely commute. Missing or unclear registration is listed as a requirement to verify, not assumed.
Step 04 · Personal outreach
The message leads with what nurses weigh: contract hours, shift pattern, team size and the unit. In healthcare it is sensible to let a recruiter approve outreach before it goes out.
Step 05 · Follow-up and handover
Nurses who reply with interest go to the recruiter with profile, match rationale and conversation. Registration is checked in the BIG-register by a person before any next step.
With respect for their time and their work. Nurses and carers often read messages between shifts, so the facts that decide a move should be in the first lines: hours, shifts, travel time, team and start date. Generic employer praise lands badly; a concrete description of the unit and how rosters are made lands well.
Tone matters too. Care is vocational work, but a message that only appeals to calling and ignores workload feels out of touch. Keep it short, honest about irregular hours and easy to answer later. With human-in-the-loop approval your recruiters decide which messages go out as written. Outreach runs through LinkedIn. For roles where few candidates are active there, keep referrals, flex pools and job boards in the mix.
Healthcare data is sensitive, but sourcing uses professional profile data, not patient data. How candidate data is accessed and retained is set per workflow; see security and the GDPR guide for sourcing.
No, not as a legal verification. It can flag registration as a hard requirement and show when it is unclear in a profile, but checking the public BIG-register stays with your recruiter before an offer.
Which talent sources are used is agreed per implementation, and outreach runs through LinkedIn. Roles with visible profiles, such as specialised nurses, physician assistants and team leads, are easier to source. For thinner markets, keep referrals, flex pools and job boards alongside it rather than relying on one channel.
Yes. Staffing firms can add availability, preferred shifts and contract type to the criteria. See AIcruiters for staffing agencies.
Yes. Approval rules can be set per action, including outreach, so nothing reaches a candidate without a recruiter's check if you want that.
Bring a real nursing or care vacancy to a 30-minute demo and review the search strategy, ranking and draft messages with your own approval rules.
