Period
to 15 October 2019

The following table provides summary statistics for permanent job vacancies advertised in the North of England with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 15 October 2019 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > North of England
6 months to
15 Oct 2019
Same period 2018 Same period 2017
Rank 433 410 441
Rank change year-on-year -23 +31 -51
Permanent jobs citing Numerate Degree 19 56 50
As % of all permanent IT jobs advertised in the North of England 0.10% 0.26% 0.21%
As % of the Qualifications category 0.46% 1.34% 0.99%
Number of salaries quoted 13 36 32
North of England median annual salary £31,000 £65,000 £35,000
Median salary % change year-on-year -52.31% +85.71% -15.15%
10th Percentile £21,900 £20,000 £22,500
90th Percentile £54,000 £91,250 £57,375
England median annual salary £40,000 £55,000 £42,500
% change year-on-year -27.27% +29.41% -

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 the North of England with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
North of England
Permanent vacancies requiring academic qualifications or professional certifications 4,103 4,168 5,032
As % of all permanent IT jobs advertised in the North of England 22.35% 19.40% 21.51%
Number of salaries quoted 2,833 3,221 3,956
North of England median annual salary £41,500 £42,500 £40,500
Median salary % change year-on-year -2.35% +4.94% +1.25%
10th Percentile £22,750 £22,500 £22,125
90th Percentile £65,000 £65,000 £62,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

Numerate Degree
Job Vacancy Trend in the North of England

Job postings citing Numerate Degree as a percentage of all IT jobs advertised in the North of England.

Job vacancy trend for Numerate Degree in the North of England

Numerate Degree
Salary Trend in the North of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Numerate Degree in the North of England.

Salary trend for Numerate Degree in the North of England

Numerate Degree
Salary Histogram in the North of England

The salary distribution of IT jobs citing Numerate Degree in the North of England over the 6 months to 15 October 2019.

Salary histogram for Numerate Degree in the North of England

Numerate Degree
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the North of England region over the 6 months to 15 October 2019. 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
Job
Vacancies
North West -2 10 £31,000 -55.71% 4
Yorkshire -1 7 £28,000 +40.00% 1
North East - 2 £31,000 -
Numerate Degree
England

For the 6 months to 15 October 2019, 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 North of England region with a requirement for Numerate Degree.

1 19 (100.00%) Degree
2 15 (78.95%) Mathematics
3 11 (57.89%) Analytical Skills
4 10 (52.63%) SQL
5 8 (42.11%) Python
6 7 (36.84%) Marketing
6 7 (36.84%) Statistics
7 6 (31.58%) SAS
7 6 (31.58%) Business Intelligence
7 6 (31.58%) Analytics
8 5 (26.32%) R
8 5 (26.32%) Power BI
8 5 (26.32%) Decision-Making
8 5 (26.32%) Power Platform
8 5 (26.32%) SQL Server
8 5 (26.32%) Operations Research
9 4 (21.05%) Microsoft Excel
9 4 (21.05%) Visualisation
9 4 (21.05%) Line Management
9 4 (21.05%) Machine Learning
10 3 (15.79%) Continuous Improvement
10 3 (15.79%) SAS Macro
10 3 (15.79%) Computer Science
10 3 (15.79%) Storytelling
10 3 (15.79%) Data Science
10 3 (15.79%) SAS EBI
10 3 (15.79%) Data Modelling
10 3 (15.79%) Data Mining
10 3 (15.79%) SAP
10 3 (15.79%) HTML

Numerate Degree
Co-occurring IT Skills in the North of England 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:

Application Platforms
1 6 (31.58%) SAS
Applications
1 4 (21.05%) Microsoft Excel
2 1 (5.26%) Microsoft Office
2 1 (5.26%) Microsoft PowerPoint
2 1 (5.26%) SPSS
Cloud Services
1 5 (26.32%) Power Platform
2 2 (10.53%) AdWords
3 1 (5.26%) Google Analytics
Database & Business Intelligence
1 5 (26.32%) Power BI
1 5 (26.32%) SQL Server
2 3 (15.79%) Data Mining
2 3 (15.79%) SAS EBI
2 3 (15.79%) SQL Server Reporting Services
3 2 (10.53%) Base SAS
3 2 (10.53%) SQL Server Integration Services
4 1 (5.26%) Big Data
4 1 (5.26%) Data Warehouse
4 1 (5.26%) Firebird
4 1 (5.26%) InterBase
4 1 (5.26%) MySQL
4 1 (5.26%) PostgreSQL
4 1 (5.26%) Qlik Sense
4 1 (5.26%) QlikView
4 1 (5.26%) Relational Database
4 1 (5.26%) Semantic Layer
4 1 (5.26%) SQL Server Analysis Services
4 1 (5.26%) Star Schema
Development Applications
1 2 (10.53%) ProC
General
1 7 (36.84%) Marketing
2 3 (15.79%) Law
3 2 (10.53%) Pharmaceutical
4 1 (5.26%) Finance
4 1 (5.26%) Legal
4 1 (5.26%) Publishing
Job Titles
1 9 (47.37%) Analyst
2 7 (36.84%) Data Analyst
3 3 (15.79%) Data Scientist
3 3 (15.79%) Junior
4 2 (10.53%) Developer
4 2 (10.53%) Digital Marketing Specialist
4 2 (10.53%) Graduate
4 2 (10.53%) Junior Data Scientist
4 2 (10.53%) Marketing Specialist
4 2 (10.53%) Programmer
4 2 (10.53%) SAS Programmer
5 1 (5.26%) Business Intelligence Analyst
5 1 (5.26%) Business Intelligence Developer
5 1 (5.26%) Graduate Data Analyst
5 1 (5.26%) Insight Analyst
5 1 (5.26%) Junior Analyst
5 1 (5.26%) Junior Data Analyst
5 1 (5.26%) Marketing Analyst
5 1 (5.26%) Marketing Data Analyst
5 1 (5.26%) Software Developer
Libraries, Frameworks & Software Standards
1 3 (15.79%) HTML
2 1 (5.26%) .NET
2 1 (5.26%) .NET Framework
2 1 (5.26%) ASP.NET
2 1 (5.26%) CSS
2 1 (5.26%) gRPC
2 1 (5.26%) REST
Miscellaneous
1 11 (57.89%) Analytical Skills
2 1 (5.26%) Analytical Mindset
2 1 (5.26%) Data Structures
2 1 (5.26%) NHS
2 1 (5.26%) User Experience
Processes & Methodologies
1 15 (78.95%) Mathematics
2 7 (36.84%) Statistics
3 6 (31.58%) Analytics
3 6 (31.58%) Business Intelligence
4 5 (26.32%) Decision-Making
4 5 (26.32%) Operations Research
5 4 (21.05%) Line Management
5 4 (21.05%) Machine Learning
5 4 (21.05%) Visualisation
6 3 (15.79%) Agile Software Development
6 3 (15.79%) Artificial Intelligence
6 3 (15.79%) Computer Science
6 3 (15.79%) Continuous Improvement
6 3 (15.79%) Data Modelling
6 3 (15.79%) Data Science
6 3 (15.79%) Statistical Analysis
6 3 (15.79%) Storytelling
7 2 (10.53%) Data Analytics
7 2 (10.53%) Problem-Solving
7 2 (10.53%) Statistical Modelling
Programming Languages
1 10 (52.63%) SQL
2 8 (42.11%) Python
3 5 (26.32%) R
4 3 (15.79%) SAS Macro
5 2 (10.53%) PROC SQL
5 2 (10.53%) T-SQL
6 1 (5.26%) Bash Shell
6 1 (5.26%) C#
6 1 (5.26%) Delphi
6 1 (5.26%) JavaScript
6 1 (5.26%) MATLAB
6 1 (5.26%) VBA
Qualifications
1 19 (100.00%) Degree
2 1 (5.26%) Computer Science Degree
2 1 (5.26%) Master's Degree
Quality Assurance & Compliance
1 2 (10.53%) CDISC
2 1 (5.26%) QA
Vendors
1 3 (15.79%) Google
1 3 (15.79%) SAP
2 2 (10.53%) Alteryx
2 2 (10.53%) Facebook
2 2 (10.53%) Tableau
3 1 (5.26%) Microsoft
3 1 (5.26%) MicroStrategy
3 1 (5.26%) Oracle
3 1 (5.26%) Salesforce.com