NCSC Job Trends in Scotland

National Cyber Security Centre (NCSC)
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring NCSC skills. It covers permanent job vacancies from the 6 months leading up to 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 119 141 189
Rank change year-on-year +22 +48 +19
Permanent jobs citing NCSC 20 8 1
As % of all permanent jobs in Scotland 0.74% 0.30% 0.034%
As % of the Quality Assurance & Compliance category 5.62% 1.98% 0.27%
Number of salaries quoted 3 7 1
10th Percentile - £45,580 -
25th Percentile - £50,300 £46,250
Median annual salary (50th Percentile) £90,000 £52,500 £47,500
Median % change year-on-year +71.43% +10.53% +11.76%
75th Percentile - £61,875 £48,750
90th Percentile - £67,250 -
UK median annual salary £70,000 £67,500 £66,500
% change year-on-year +3.70% +1.50% -3.90%

All Quality Assurance and Compliance Skills
Scotland

NCSC falls under the Quality Assurance and Compliance category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring quality assurance or compliance skills in Scotland.

Permanent vacancies with a requirement for quality assurance or compliance skills 356 405 373
As % of all permanent jobs advertised in Scotland 13.08% 15.02% 12.61%
Number of salaries quoted 98 120 186
10th Percentile £26,250 £32,425 £32,500
25th Percentile £35,000 £42,500 £45,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,148
Median % change year-on-year +9.09% -0.27% +10.30%
75th Percentile £75,900 £78,000 £72,433
90th Percentile £90,000 £110,000 £78,419
UK median annual salary £58,000 £60,000 £60,000
% change year-on-year -3.33% - +4.35%

NCSC
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings citing NCSC relative to all permanent IT jobs advertised in Scotland.

NCSC job vacancy trend in Scotland

NCSC
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing NCSC.

Salary distribution trend for jobs in Scotland citing NCSC

NCSC
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NCSC within the Scotland region over the 6 months to 1 January 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Stirling - 6 - -
West Lothian - 4 - -
Midlothian - 3 - -
Edinburgh - 3 £90,000 -
Falkirk - 1 - -
Clackmannanshire - 1 - -
East Lothian - 1 - -
Fife - 1 - -
NCSC
UK

NCSC
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 17 (85.00%) Azure
1 17 (85.00%) Entra ID
2 15 (75.00%) Google Workspace
Communications & Networking
1 17 (85.00%) Broadband
General
1 17 (85.00%) Games
1 17 (85.00%) Organisational Skills
1 17 (85.00%) Social Skills
Job Titles
1 9 (45.00%) Senior
2 8 (40.00%) Developer
2 8 (40.00%) IAM Developer
3 7 (35.00%) Senior Developer
4 3 (15.00%) Applications Engineer
4 3 (15.00%) Security Engineer
5 2 (10.00%) CyberArk Specialist
5 2 (10.00%) Systems Engineer
5 2 (10.00%) Technical Specialist
6 1 (5.00%) Architect
6 1 (5.00%) Senior Architect
6 1 (5.00%) Senior Systems Engineer
6 1 (5.00%) Systems Developer
Libraries, Frameworks & Software Standards
1 17 (85.00%) GraphQL
1 17 (85.00%) REST
1 17 (85.00%) SOAP
2 15 (75.00%) LDAP
2 15 (75.00%) OAuth
2 15 (75.00%) OpenID
2 15 (75.00%) SAML
3 3 (15.00%) React
3 3 (15.00%) Spring Boot
Miscellaneous
1 17 (85.00%) Cyber Threat
1 17 (85.00%) Cyberattack
2 2 (10.00%) Management Information System
Processes & Methodologies
1 17 (85.00%) Cybersecurity
1 17 (85.00%) Mentoring
1 17 (85.00%) Programme Delivery
2 15 (75.00%) Identity Access Management
2 15 (75.00%) Regulatory Compliance
2 15 (75.00%) Roadmaps
3 3 (15.00%) Application Security
3 3 (15.00%) OWASP
3 3 (15.00%) Security Testing
3 3 (15.00%) Software Engineering
4 2 (10.00%) Threat Modelling
Programming Languages
1 17 (85.00%) Bash
1 17 (85.00%) PowerShell
2 15 (75.00%) T-SQL
3 3 (15.00%) Java
Quality Assurance & Compliance
1 20 (100.00%) NIST
System Software
1 15 (75.00%) Active Directory
Vendors
1 2 (10.00%) CyberArk