Period
to 11 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 11 December 2017 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > South West
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 258 300 296
Rank change year-on-year +42 -4 +13
Permanent jobs citing Numerate Degree 78 44 49
As % of all permanent IT jobs advertised in the South West 0.76% 0.41% 0.42%
As % of the Qualifications category 2.56% 1.25% 1.38%
Number of salaries quoted 56 14 39
South West median annual salary £37,500 £43,000 £40,000
Median salary % change year-on-year -12.79% +7.50% +19.62%
10th Percentile £24,000 £26,625 £32,000
90th Percentile £66,250 £83,125 £53,500
England median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% -5.56%

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 South West with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
South West
Permanent vacancies requiring academic qualifications or professional certifications 3042 3506 3550
As % of all permanent IT jobs advertised in the South West 29.67% 32.70% 30.37%
Number of salaries quoted 2315 2747 2859
South West median annual salary £40,000 £40,000 £40,000
10th Percentile £23,500 £23,900 £23,750
90th Percentile £62,500 £63,750 £60,000
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Numerate Degree
Job Vacancy Trend in the South West

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

Job vacancy trend for Numerate Degree in the South West

Numerate Degree
Salary Trend in the South West

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

Salary trend for Numerate Degree in the South West

Numerate Degree
Salary Histogram in the South West

The salary distribution of IT jobs citing Numerate Degree in the South West over the 6 months to 11 December 2017.

Salary histogram for Numerate Degree in the South West

Numerate Degree
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the South West region over the 6 months to 11 December 2017. 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
Bristol +23 45 £35,000 +8.53%
Gloucestershire +11 13 £45,250 +57.39%
Devon +13 9 £70,000 -1.75%
Cornwall - 5 £37,500 -
Wiltshire -1 3 £42,000 +40.00%
Dorset - 2 - -
Somerset - 1 £27,500 -
Numerate Degree
England

For the 6 months to 11 December 2017, IT jobs citing Numerate Degree also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South West region with a requirement for Numerate Degree.

1 78 (100.00%) Degree
2 77 (98.72%) Mathematics
3 48 (61.54%) Java
4 41 (52.56%) Computer Science
5 29 (37.18%) SQL Server
5 29 (37.18%) SQL
6 25 (32.05%) Linux
7 23 (29.49%) OO
7 23 (29.49%) .NET
8 21 (26.92%) OOP
9 20 (25.64%) Python
10 19 (24.36%) C++
10 19 (24.36%) Analytics
10 19 (24.36%) Computer Science Degree
11 18 (23.08%) Algorithms
12 16 (20.51%) Microsoft
12 16 (20.51%) Relational Database
13 15 (19.23%) Agile Software Development
13 15 (19.23%) Business Intelligence
13 15 (19.23%) RDBMS
13 15 (19.23%) Oracle
14 14 (17.95%) J2EE
14 14 (17.95%) Data Warehouse
14 14 (17.95%) MATLAB
14 14 (17.95%) Physics
14 14 (17.95%) Data Management
14 14 (17.95%) Software Engineering
14 14 (17.95%) Oracle Database
15 13 (16.67%) Open Source
15 13 (16.67%) Statistics

Numerate Degree
Co-occurring IT Skills in the South West 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 3 (3.85%) Apache Spark
2 1 (1.28%) Apache Pig
2 1 (1.28%) CMS
2 1 (1.28%) Elasticsearch
2 1 (1.28%) SharePoint
2 1 (1.28%) Umbraco
Applications
1 10 (12.82%) Simulink
2 9 (11.54%) Microsoft Excel
3 2 (2.56%) SPSS
3 2 (2.56%) SPSS Modeler
4 1 (1.28%) Spreadsheet
Business Applications
1 1 (1.28%) Dynamics CRM
Cloud Services
1 7 (8.97%) Amazon AWS
2 4 (5.13%) Cloud Computing
3 3 (3.85%) Google Cloud Platform
3 3 (3.85%) PaaS
3 3 (3.85%) SaaS
4 1 (1.28%) Dynamics 365
4 1 (1.28%) Microsoft Azure
Communications & Networking
1 5 (6.41%) TCP/IP
Database & Business Intelligence
1 29 (37.18%) SQL Server
2 16 (20.51%) Relational Database
3 15 (19.23%) RDBMS
4 14 (17.95%) Data Warehouse
4 14 (17.95%) Oracle Database
5 12 (15.38%) BusinessObjects
6 6 (7.69%) Power BI
6 6 (7.69%) Qlik Sense
6 6 (7.69%) SQL Server Integration Services
7 3 (3.85%) Big Data
7 3 (3.85%) Blockchain
8 2 (2.56%) Amazon Redshift
8 2 (2.56%) Apache Cassandra
8 2 (2.56%) Data Mining
8 2 (2.56%) OrientDB
8 2 (2.56%) PostgreSQL
8 2 (2.56%) QlikView
9 1 (1.28%) Apache Hive
9 1 (1.28%) Azure SQL Database
9 1 (1.28%) MySQL
Development Applications
1 12 (15.38%) ERwin
2 2 (2.56%) JMeter
2 2 (2.56%) Robot Framework
2 2 (2.56%) RStudio
2 2 (2.56%) Selenium
3 1 (1.28%) Mercurial
General
1 9 (11.54%) Finance
2 2 (2.56%) Marketing
2 2 (2.56%) Retail
3 1 (1.28%) Electronics
3 1 (1.28%) Manufacturing
3 1 (1.28%) Telecoms
Job Titles
1 29 (37.18%) Developer
2 21 (26.92%) Java Developer
3 17 (21.79%) Analyst
3 17 (21.79%) Graduate
4 16 (20.51%) Graduate Developer
4 16 (20.51%) Software Developer
5 15 (19.23%) Data Analyst
5 15 (19.23%) Graduate Java Developer
5 15 (19.23%) Java Software Developer
6 14 (17.95%) Graduate J2EE Developer
6 14 (17.95%) Graduate Java J2EE Developer
6 14 (17.95%) Graduate Software Developer
6 14 (17.95%) J2EE Developer
6 14 (17.95%) Java/J2EE Developer
7 13 (16.67%) Software Engineer
8 7 (8.97%) Automation Engineer
8 7 (8.97%) Data Scientist
8 7 (8.97%) Linux Engineer
8 7 (8.97%) Senior Data Scientist
8 7 (8.97%) Site Engineer
Libraries, Frameworks & Software Standards
1 23 (29.49%) .NET
2 14 (17.95%) J2EE
3 10 (12.82%) HTML
4 9 (11.54%) HTML5
5 8 (10.26%) CSS
6 5 (6.41%) Node.js
7 4 (5.13%) .NET Framework
7 4 (5.13%) ASP.NET
7 4 (5.13%) ASP.NET MVC
7 4 (5.13%) Entity Framework
7 4 (5.13%) Web Services
8 3 (3.85%) Spring
9 2 (2.56%) MLlib
9 2 (2.56%) REST
10 1 (1.28%) AngularJS
10 1 (1.28%) Apache Camel
10 1 (1.28%) ASP.NET Web API
10 1 (1.28%) CSS3
10 1 (1.28%) Java EE
10 1 (1.28%) OpenCL
Miscellaneous
1 41 (52.56%) Computer Science
2 18 (23.08%) Algorithms
3 12 (15.38%) Analytical Skills
4 9 (11.54%) Management Information System
5 8 (10.26%) Enterprise Software
6 5 (6.41%) Linux Command Line
7 3 (3.85%) Public Cloud
8 2 (2.56%) Acoustics
9 1 (1.28%) CUDA
9 1 (1.28%) Fintech
9 1 (1.28%) PKI
9 1 (1.28%) Smart City
Operating Systems
1 25 (32.05%) Linux
2 10 (12.82%) SUSE Linux Enterprise Server
3 6 (7.69%) Unix
4 1 (1.28%) Windows
4 1 (1.28%) Windows Server
Processes & Methodologies
1 77 (98.72%) Mathematics
2 23 (29.49%) OO
3 21 (26.92%) OOP
4 19 (24.36%) Analytics
5 15 (19.23%) Agile Software Development
5 15 (19.23%) Business Intelligence
6 14 (17.95%) Data Management
6 14 (17.95%) Physics
6 14 (17.95%) Software Engineering
7 13 (16.67%) Open Source
7 13 (16.67%) Statistics
8 12 (15.38%) Data Analysis
8 12 (15.38%) Data Modelling
8 12 (15.38%) Unit Testing
9 10 (12.82%) MVC
9 10 (12.82%) UML
10 9 (11.54%) ETL
10 9 (11.54%) Scrum
10 9 (11.54%) SDLC
11 7 (8.97%) Customer Requirements
Programming Languages
1 48 (61.54%) Java
2 29 (37.18%) SQL
3 20 (25.64%) Python
4 19 (24.36%) C++
5 14 (17.95%) MATLAB
6 13 (16.67%) C
7 11 (14.10%) Fortran
8 10 (12.82%) JavaScript
9 8 (10.26%) R
9 8 (10.26%) Ruby
10 5 (6.41%) C#
11 3 (3.85%) Perl
12 2 (2.56%) Bash Shell
12 2 (2.56%) Elixir
12 2 (2.56%) Erlang
13 1 (1.28%) Lisp
Qualifications
1 78 (100.00%) Degree
2 19 (24.36%) Computer Science Degree
3 5 (6.41%) Security Cleared
4 4 (5.13%) PhD
5 3 (3.85%) SC Cleared
6 1 (1.28%) DV Cleared
6 1 (1.28%) Postgraduate
Quality Assurance & Compliance
1 1 (1.28%) ISO 9000
1 1 (1.28%) QA
System Software
1 1 (1.28%) Hyper-V
1 1 (1.28%) VMware Infrastructure
Systems Management
1 7 (8.97%) Ansible
1 7 (8.97%) Opscode Chef
1 7 (8.97%) Puppet
1 7 (8.97%) Salt
2 3 (3.85%) Terraform
Vendors
1 16 (20.51%) Microsoft
2 15 (19.23%) Oracle
3 6 (7.69%) Tableau
4 3 (3.85%) Google
5 2 (2.56%) IBM
6 1 (1.28%) SAP
6 1 (1.28%) VMware