Period
to 2 June 2020

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 2 June 2020 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
Scotland > Edinburgh
6 months to
2 Jun 2020
Same period 2019 Same period 2018
Rank 103 69 112
Rank change year-on-year -34 +43 +12
Permanent jobs citing Numerate Degree 4 91 38
As % of all permanent jobs advertised in Edinburgh 0.30% 3.51% 1.43%
As % of the Qualifications category 1.79% 15.40% 5.55%
Number of salaries quoted 0 91 33
Median annual salary - £28,500 £32,000
Median salary % change year-on-year - -10.94% -28.89%
Scotland median annual salary £25,000 £28,500 £32,000
% change year-on-year -12.28% -10.94% -20.00%

Numerate Degree is in the Academic Qualifications and Professional Certifications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
Edinburgh
Permanent vacancies requiring academic qualifications or professional certifications 224 591 685
As % of all permanent IT jobs advertised in Edinburgh 16.65% 22.77% 25.86%
Number of salaries quoted 119 437 494
Median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% -
10th Percentile £26,750 £27,750 £27,500
90th Percentile £75,000 £70,000 £67,500
Scotland median annual salary £45,000 £41,500 £40,000
% change year-on-year +8.43% +3.75% -7.72%

Numerate Degree
Job Vacancy Trend in Edinburgh

Job postings citing Numerate Degree as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Numerate Degree in Edinburgh

Numerate Degree
Salary Trend in Edinburgh

3-month moving average salary quoted in jobs citing Numerate Degree in Edinburgh.

Salary trend for Numerate Degree in Edinburgh

For the 6 months to 2 June 2020, IT jobs citing Numerate Degree also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for Numerate Degree.

1 4 (100.00%) Degree
1 4 (100.00%) Mathematics
1 4 (100.00%) Python
2 3 (75.00%) Windows
2 3 (75.00%) Linux
2 3 (75.00%) Security Operations
2 3 (75.00%) Security Operations Centre
2 3 (75.00%) Compliance Management
2 3 (75.00%) Risk and Compliance Management
2 3 (75.00%) Security Monitoring
2 3 (75.00%) Threat Intelligence
2 3 (75.00%) Data Science
2 3 (75.00%) Problem-Solving
2 3 (75.00%) Physics
2 3 (75.00%) Use Case
2 3 (75.00%) Performance Management
2 3 (75.00%) PCI DSS
2 3 (75.00%) Bash Shell
2 3 (75.00%) Security Architecture
2 3 (75.00%) SIEM
2 3 (75.00%) Vulnerability Management
2 3 (75.00%) Data Analytics
2 3 (75.00%) Analytics
2 3 (75.00%) Cybersecurity
2 3 (75.00%) Performance Tuning
2 3 (75.00%) Cyber Threat Intelligence
2 3 (75.00%) ISO/IEC 27001
3 1 (25.00%) SQL
3 1 (25.00%) Statistics
3 1 (25.00%) Microsoft Excel

Numerate Degree
Co-occurring IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 1 (25.00%) Microsoft Excel
Job Titles
1 4 (100.00%) Graduate
2 3 (75.00%) Security Engineer
3 1 (25.00%) Data Technician
Miscellaneous
1 3 (75.00%) Security Operations Centre
Operating Systems
1 3 (75.00%) Linux
1 3 (75.00%) Windows
Processes & Methodologies
1 4 (100.00%) Mathematics
2 3 (75.00%) Analytics
2 3 (75.00%) Compliance Management
2 3 (75.00%) Cyber Threat Intelligence
2 3 (75.00%) Cybersecurity
2 3 (75.00%) Data Analytics
2 3 (75.00%) Data Science
2 3 (75.00%) Performance Management
2 3 (75.00%) Performance Tuning
2 3 (75.00%) Physics
2 3 (75.00%) Problem-Solving
2 3 (75.00%) Risk and Compliance Management
2 3 (75.00%) Security Architecture
2 3 (75.00%) Security Monitoring
2 3 (75.00%) Security Operations
2 3 (75.00%) SIEM
2 3 (75.00%) Threat Intelligence
2 3 (75.00%) Use Case
2 3 (75.00%) Vulnerability Management
3 1 (25.00%) Statistics
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) Bash Shell
3 1 (25.00%) SQL
Qualifications
1 4 (100.00%) Degree
Quality Assurance & Compliance
1 3 (75.00%) ISO/IEC 27001
1 3 (75.00%) PCI DSS
Vendors
1 1 (25.00%) Microsoft