Period
to 17 February 2018

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 17 February 2018 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > South West
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 258 282 314
Rank change year-on-year +24 +32 +16
Permanent jobs citing Numerate Degree 73 49 46
As % of all permanent IT jobs advertised in the South West 0.72% 0.47% 0.39%
As % of the Qualifications category 2.45% 1.50% 1.22%
Number of salaries quoted 53 22 32
South West median annual salary £37,500 £47,500 £42,500
Median salary % change year-on-year -21.05% +11.76% +15.65%
10th Percentile £19,650 £26,375 £30,250
90th Percentile £66,250 £75,000 £54,975
England median annual salary £50,000 £45,000 £45,250
% change year-on-year +11.11% -0.55% +0.56%

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 2,974 3,270 3,762
As % of all permanent IT jobs advertised in the South West 29.26% 31.36% 32.13%
Number of salaries quoted 2,139 2,575 3,013
South West median annual salary £41,500 £40,000 £40,000
Median salary % change year-on-year +3.75% - +3.90%
10th Percentile £24,000 £24,000 £24,750
90th Percentile £62,500 £62,950 £62,500
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 17 February 2018.

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 17 February 2018. 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 -1 33 £37,500 -21.05% 2
Gloucestershire +30 13 £45,250 +57.39% 2
Cornwall -11 12 £37,500 -16.67% 3
Devon +21 8 £70,000 -9.68% 1
Dorset - 5 - -
Wiltshire -1 2 £40,500 +35.00%
Numerate Degree
England

For the 6 months to 17 February 2018, 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 South West region with a requirement for Numerate Degree.

1 73 (100.00%) Degree
2 72 (98.63%) Mathematics
3 47 (64.38%) Computer Science
4 41 (56.16%) Java
5 28 (38.36%) Linux
6 26 (35.62%) Python
7 23 (31.51%) SQL Server
7 23 (31.51%) SQL
8 22 (30.14%) Agile Software Development
9 21 (28.77%) OO
10 19 (26.03%) OOP
10 19 (26.03%) Computer Science Degree
11 17 (23.29%) .NET
12 15 (20.55%) Analytics
13 14 (19.18%) Business Intelligence
13 14 (19.18%) Data Modelling
14 13 (17.81%) Data Warehouse
14 13 (17.81%) Unix
14 13 (17.81%) Data Management
14 13 (17.81%) Data Analysis
14 13 (17.81%) Algorithms
14 13 (17.81%) Analytical Skills
15 12 (16.44%) Relational Database
15 12 (16.44%) Open Source
15 12 (16.44%) BusinessObjects
15 12 (16.44%) ERwin
15 12 (16.44%) MVC
16 11 (15.07%) Management Information System
16 11 (15.07%) RDBMS
16 11 (15.07%) Microsoft

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 (4.11%) Apache Spark
2 2 (2.74%) SAS
3 1 (1.37%) Apache Pig
3 1 (1.37%) Elasticsearch
Applications
1 9 (12.33%) Microsoft Excel
2 2 (2.74%) Simulink
3 1 (1.37%) Spreadsheet
3 1 (1.37%) SPSS
3 1 (1.37%) SPSS Modeler
Cloud Services
1 10 (13.70%) Amazon AWS
2 6 (8.22%) Google Cloud Platform
2 6 (8.22%) PaaS
2 6 (8.22%) SaaS
3 4 (5.48%) Cloud Computing
Communications & Networking
1 6 (8.22%) TCP/IP
2 2 (2.74%) SMS
Database & Business Intelligence
1 23 (31.51%) SQL Server
2 13 (17.81%) Data Warehouse
3 12 (16.44%) BusinessObjects
3 12 (16.44%) Relational Database
4 11 (15.07%) RDBMS
5 10 (13.70%) Oracle Database
6 7 (9.59%) Blockchain
6 7 (9.59%) Power BI
7 6 (8.22%) Qlik Sense
7 6 (8.22%) SQL Server Integration Services
8 3 (4.11%) Big Data
8 3 (4.11%) QlikView
9 2 (2.74%) Amazon Redshift
9 2 (2.74%) Apache Cassandra
9 2 (2.74%) OrientDB
9 2 (2.74%) PostgreSQL
10 1 (1.37%) Data Mining
10 1 (1.37%) Hadoop
10 1 (1.37%) MySQL
10 1 (1.37%) Oracle BI EE
Development Applications
1 12 (16.44%) ERwin
2 5 (6.85%) JMeter
2 5 (6.85%) Robot Framework
2 5 (6.85%) Selenium
3 2 (2.74%) Mercurial
4 1 (1.37%) RStudio
General
1 10 (13.70%) Finance
2 1 (1.37%) Electronics
2 1 (1.37%) Manufacturing
2 1 (1.37%) Marketing
2 1 (1.37%) Retail
2 1 (1.37%) Telecoms
Job Titles
1 31 (42.47%) Developer
2 23 (31.51%) Java Developer
3 16 (21.92%) Analyst
4 15 (20.55%) Software Developer
5 13 (17.81%) Data Analyst
5 13 (17.81%) Graduate
5 13 (17.81%) Graduate Developer
5 13 (17.81%) Java Software Developer
6 11 (15.07%) Graduate Java Developer
6 11 (15.07%) Graduate Software Developer
7 10 (13.70%) Graduate J2EE Developer
7 10 (13.70%) Graduate Java J2EE Developer
7 10 (13.70%) J2EE Developer
7 10 (13.70%) Java/J2EE Developer
7 10 (13.70%) Site Engineer
8 9 (12.33%) Automation Engineer
8 9 (12.33%) Junior
8 9 (12.33%) Linux Engineer
9 8 (10.96%) Software Engineer
10 6 (8.22%) Administrator
Libraries, Frameworks & Software Standards
1 17 (23.29%) .NET
2 10 (13.70%) J2EE
3 8 (10.96%) HTML
3 8 (10.96%) HTML5
4 6 (8.22%) CSS
5 5 (6.85%) Node.js
6 4 (5.48%) Web Services
7 3 (4.11%) .NET Framework
7 3 (4.11%) ASP.NET
7 3 (4.11%) ASP.NET MVC
7 3 (4.11%) Entity Framework
7 3 (4.11%) Spring
8 2 (2.74%) MLlib
8 2 (2.74%) REST
8 2 (2.74%) XML
9 1 (1.37%) Hibernate
9 1 (1.37%) Java EE
9 1 (1.37%) jQuery
9 1 (1.37%) LAMP
9 1 (1.37%) Middleware
Miscellaneous
1 47 (64.38%) Computer Science
2 13 (17.81%) Algorithms
2 13 (17.81%) Analytical Skills
3 11 (15.07%) Linux Command Line
3 11 (15.07%) Management Information System
4 7 (9.59%) Enterprise Software
5 6 (8.22%) Public Cloud
6 5 (6.85%) Acoustics
7 3 (4.11%) Fintech
8 1 (1.37%) CUDA
8 1 (1.37%) PKI
Operating Systems
1 28 (38.36%) Linux
2 13 (17.81%) Unix
3 2 (2.74%) SUSE Linux Enterprise Server
Processes & Methodologies
1 72 (98.63%) Mathematics
2 22 (30.14%) Agile Software Development
3 21 (28.77%) OO
4 19 (26.03%) OOP
5 15 (20.55%) Analytics
6 14 (19.18%) Business Intelligence
6 14 (19.18%) Data Modelling
7 13 (17.81%) Data Analysis
7 13 (17.81%) Data Management
8 12 (16.44%) MVC
8 12 (16.44%) Open Source
9 10 (13.70%) Configuration Management
9 10 (13.70%) Customer Requirements
9 10 (13.70%) Statistics
9 10 (13.70%) Unit Testing
10 9 (12.33%) Statistical Modelling
11 8 (10.96%) Scrum
11 8 (10.96%) SDLC
11 8 (10.96%) Software Engineering
11 8 (10.96%) TDD
Programming Languages
1 41 (56.16%) Java
2 26 (35.62%) Python
3 23 (31.51%) SQL
4 11 (15.07%) Ruby
5 10 (13.70%) C++
5 10 (13.70%) MATLAB
6 8 (10.96%) JavaScript
7 7 (9.59%) R
8 6 (8.22%) Perl
9 5 (6.85%) Bash Shell
9 5 (6.85%) Elixir
9 5 (6.85%) Erlang
10 4 (5.48%) C
11 3 (4.11%) C#
11 3 (4.11%) Fortran
12 1 (1.37%) Lisp
Qualifications
1 73 (100.00%) Degree
2 19 (26.03%) Computer Science Degree
3 3 (4.11%) Postgraduate
3 3 (4.11%) Security Cleared
4 2 (2.74%) PhD
5 1 (1.37%) DV Cleared
5 1 (1.37%) SC Cleared
Quality Assurance & Compliance
1 1 (1.37%) ISO 9000
1 1 (1.37%) QA
System Software
1 1 (1.37%) Hyper-V
1 1 (1.37%) VMware Infrastructure
Systems Management
1 10 (13.70%) Ansible
1 10 (13.70%) Opscode Chef
1 10 (13.70%) Puppet
1 10 (13.70%) Salt
2 6 (8.22%) Terraform
Vendors
1 11 (15.07%) Microsoft
1 11 (15.07%) Oracle
2 7 (9.59%) Tableau
3 6 (8.22%) Google
4 1 (1.37%) IBM
4 1 (1.37%) SAP
4 1 (1.37%) VMware