Key skills
Client companies were asked to identify the skills they find hardest to access in the current market. They highlighted both a shortage of specific skills and a lack of experience in applying these skills in real-world scenarios. Their feedback is summarised as follows:
| 1 | AI, AI/ML and Applied Data Expertise – AI engineers, AI/ML specialists, AI governance, data engineering, SRE, advanced analytics and automation. Clients stress a shortage of contractors who can deliver real, production-level value, not theoretical knowledge or sales-led AI capability. |
| 2 | Cybersecurity, Cloud and Enterprise IT Architecture – Cybersecurity specialists, IT security SMEs, ServiceNow, ITSM, cloud, solution and enterprise architects. |
| 3 | Senior Engineering and Technical Specialists – Senior engineers, technical SMEs, process specialists, engineering/mathematics profiles, civils, mechanical and electrical technicians. |
| 4 | Project Management and Change Leadership – Senior project managers, change management, PM change control and delivery leads. |
| 5 | Regulated-Industry and Compliance Expertise – Skills linked to GMP, FDA, EU regulation, pharma, biotech and food safety feature strongly. |
Others: Hybrid Technical–Leadership Profiles. Product, Platform and Digital Delivery Roles. Automation, Industry 4.0 and Digitalisation Skills. Sector-Specific and Niche Domain Knowledge.