Roles, industries and certifications on the rise
Salary growth above the +2.1% average for technology and IT positions is expected for roles that require the specialised skills and technical depth teams need to support critical work.
+3.9% Machine Learning Engineer
+3.8% Data Scientist
+3.6% Data Manager
+3.4% AI Engineer
+3.1% Senior AI Full-Stack Developer
Certain industries continue to invest heavily in technology and IT talent, particularly where digital transformation, innovation, customer experience and data-driven decision-making remain strategic priorities.
Education
Information Technology
Luxury Goods
Professional Services
Healthcare
Certifications can justify higher pay when they validate expertise in IT service management, cloud technologies, cybersecurity, risk management and information governance.
IT Infrastructure Library (ITIL)
Microsoft (e.g., Azure, 365)
CISSP
CISA / CISM
Certified Ethical Hacker (CEH)