Because appropriately credentialed $q,$ are in extremely high demand and short supply, these types of IT professionals are particularly difficult to attract and retain.

systems analysts and website designers

application developers $($programmers$)$ and DBMS administrators

data scientists and cybersecurity experts

help desk and PC technical support personnel