Period
to 19 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 6 months to 19 August 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
South West > Gloucestershire
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 78 105 91
Rank change year-on-year +27 -14 +11
Permanent jobs citing Mathematics 56 43 72
As % of all permanent IT jobs advertised in Gloucestershire 3.33% 2.58% 3.41%
As % of the Processes & Methodologies category 3.58% 2.80% 3.78%
Number of salaries quoted 43 24 32
Gloucestershire median annual salary £50,000 £26,500 £37,500
Median salary % change year-on-year +88.68% -29.33% -
10th Percentile £18,495 £22,500 £25,050
90th Percentile £61,250 £56,250 £49,000
South West median annual salary £40,000 £31,250 £40,000
% change year-on-year +28.00% -21.88% +14.29%

Mathematics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,566 1,533 1,906
As % of all permanent IT jobs advertised in Gloucestershire 92.99% 91.91% 90.37%
Number of salaries quoted 1,272 1,245 1,402
Gloucestershire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £26,250 £25,500 £26,250
90th Percentile £66,250 £63,750 £65,000
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

Mathematics
Job Vacancy Trend in Gloucestershire

Job postings citing Mathematics as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Mathematics in Gloucestershire

Mathematics
Salary Trend in Gloucestershire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Mathematics in Gloucestershire.

Salary trend for Mathematics in Gloucestershire

Mathematics
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Mathematics in Gloucestershire over the 6 months to 19 August 2018.

Salary histogram for Mathematics in Gloucestershire

Mathematics
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the Gloucestershire region over the 6 months to 19 August 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
Cheltenham +35 46 £50,000 +33.33% 3
Gloucester +6 4 £56,250 +73.08% 4
Cirencester +9 2 £51,250 +93.40% 1
Tewkesbury - 2 £42,500 - 2
Mathematics
South West

For the 6 months to 19 August 2018, IT jobs citing Mathematics 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 Gloucestershire region with a requirement for Mathematics.

1 30 (53.57%) Degree
2 25 (44.64%) Python
3 21 (37.50%) Analytical Skills
4 20 (35.71%) Computer Science
5 19 (33.93%) Data Science
6 17 (30.36%) Security Cleared
7 15 (26.79%) Statistics
7 15 (26.79%) DV Cleared
7 15 (26.79%) C++
7 15 (26.79%) SQL
8 14 (25.00%) Java
8 14 (25.00%) Software Engineering
9 13 (23.21%) Operations Research
10 12 (21.43%) Machine Learning
10 12 (21.43%) TDD
10 12 (21.43%) C#
11 11 (19.64%) Unit Testing
11 11 (19.64%) Analytics
12 10 (17.86%) AngularJS
12 10 (17.86%) Continuous Integration
12 10 (17.86%) Django
12 10 (17.86%) C
12 10 (17.86%) JavaScript
13 9 (16.07%) SAS
13 9 (16.07%) Agile Software Development
13 9 (16.07%) R
14 8 (14.29%) Verint
14 8 (14.29%) WFM
14 8 (14.29%) Erlang
14 8 (14.29%) Capita

Mathematics
Co-occurring IT Skills in Gloucestershire 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 9 (16.07%) SAS
2 2 (3.57%) Apache Pig
2 2 (3.57%) Apache Spark
2 2 (3.57%) Confluence
Applications
1 2 (3.57%) Microsoft Excel
Cloud Services
1 3 (5.36%) Amazon AWS
1 3 (5.36%) Cloud Computing
1 3 (5.36%) Microsoft Azure
2 1 (1.79%) SaaS
Communications & Networking
1 2 (3.57%) Ethernet
Database & Business Intelligence
1 7 (12.50%) Big Data
2 5 (8.93%) Data Warehouse
3 2 (3.57%) Amazon Redshift
3 2 (3.57%) Apache Hive
3 2 (3.57%) Hadoop
3 2 (3.57%) Power BI
3 2 (3.57%) Presto
3 2 (3.57%) SQL Server
3 2 (3.57%) SQL Server Integration Services
4 1 (1.79%) BusinessObjects
4 1 (1.79%) Qlik Sense
4 1 (1.79%) SQL Server Reporting Services
Development Applications
1 5 (8.93%) Git (software)
2 2 (3.57%) Bitbucket
2 2 (3.57%) Cucumber
2 2 (3.57%) Jenkins
2 2 (3.57%) JIRA
2 2 (3.57%) Maven
2 2 (3.57%) Subversion
2 2 (3.57%) Visual Studio
3 1 (1.79%) ERwin
3 1 (1.79%) Rational Rhapsody
General
1 8 (14.29%) Back Office
1 8 (14.29%) Front Office
2 6 (10.71%) Finance
3 4 (7.14%) Advertising
4 1 (1.79%) Aerospace
4 1 (1.79%) Automotive
4 1 (1.79%) Electronics
Job Titles
1 11 (19.64%) Software Engineer
2 9 (16.07%) Data Scientist
3 8 (14.29%) Planning Manager
3 8 (14.29%) Resource Manager
3 8 (14.29%) Resource Planning Manager
4 7 (12.50%) 1st Line Support
4 7 (12.50%) Consultant
4 7 (12.50%) IT Support
5 6 (10.71%) Senior Data Scientist
6 4 (7.14%) Analyst
7 3 (5.36%) Data Consultant
7 3 (5.36%) Principal Consultant
7 3 (5.36%) Scrum Master
8 2 (3.57%) C# Developer
8 2 (3.57%) Data Engineer
8 2 (3.57%) Junior
8 2 (3.57%) Junior Consultant
8 2 (3.57%) Senior Analyst
8 2 (3.57%) Senior Test Analyst
8 2 (3.57%) Test Analyst
Libraries, Frameworks & Software Standards
1 10 (17.86%) AngularJS
1 10 (17.86%) Django
2 2 (3.57%) JSON
2 2 (3.57%) Qt
2 2 (3.57%) Web Services
2 2 (3.57%) WinForms
2 2 (3.57%) WPF
2 2 (3.57%) XML
3 1 (1.79%) Kafka
3 1 (1.79%) Natural Language Processing
Miscellaneous
1 21 (37.50%) Analytical Skills
2 20 (35.71%) Computer Science
3 7 (12.50%) Cyberattack
4 3 (5.36%) Algorithms
4 3 (5.36%) Data Protection Act
5 2 (3.57%) Linux Command Line
5 2 (3.57%) State Machine
6 1 (1.79%) Fintech
6 1 (1.79%) Greenfield Project
Operating Systems
1 4 (7.14%) Linux
1 4 (7.14%) Windows
2 2 (3.57%) Unix
Processes & Methodologies
1 19 (33.93%) Data Science
2 15 (26.79%) Statistics
3 14 (25.00%) Software Engineering
4 13 (23.21%) Operations Research
5 12 (21.43%) Machine Learning
5 12 (21.43%) TDD
6 11 (19.64%) Analytics
6 11 (19.64%) Unit Testing
7 10 (17.86%) Continuous Integration
8 9 (16.07%) Agile Software Development
9 8 (14.29%) WFM
10 7 (12.50%) Data Security
11 6 (10.71%) Continuous Improvement
11 6 (10.71%) Statistical Modelling
12 5 (8.93%) Line Management
12 5 (8.93%) Open Source
12 5 (8.93%) Scrum
13 4 (7.14%) Data Protection
13 4 (7.14%) Mentoring
13 4 (7.14%) Test Scripting
Programming Languages
1 25 (44.64%) Python
2 15 (26.79%) C++
2 15 (26.79%) SQL
3 14 (25.00%) Java
4 12 (21.43%) C#
5 10 (17.86%) C
5 10 (17.86%) JavaScript
6 9 (16.07%) R
7 8 (14.29%) Erlang
8 4 (7.14%) PowerShell
9 2 (3.57%) Bash Shell
10 1 (1.79%) Data Analysis Expressions (DAX)
Qualifications
1 30 (53.57%) Degree
2 17 (30.36%) Security Cleared
3 15 (26.79%) DV Cleared
4 5 (8.93%) Master's Degree
5 4 (7.14%) SC Cleared
6 3 (5.36%) Numerate Degree
6 3 (5.36%) PhD
Quality Assurance & Compliance
1 4 (7.14%) GDPR
2 2 (3.57%) ISO 9001
2 2 (3.57%) QA
System Software
1 2 (3.57%) Docker
Vendors
1 8 (14.29%) Capita
1 8 (14.29%) Verint
2 2 (3.57%) Atlassian
2 2 (3.57%) Microsoft
2 2 (3.57%) Tableau
3 1 (1.79%) IBM