Period
to 21 May 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
South West > Gloucestershire
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 97 103 60
Rank change year-on-year +6 -43 +40
Permanent jobs citing Mathematics 31 55 91
As % of all permanent IT jobs advertised in Gloucestershire 2.02% 3.06% 4.49%
As % of the Processes & Methodologies category 2.22% 3.29% 5.03%
Number of salaries quoted 15 21 28
Gloucestershire median annual salary £47,500 £30,000 £45,000
Median salary % change year-on-year +58.33% -33.33% +28.57%
10th Percentile £33,750 £23,125 £22,350
90th Percentile £62,500 £56,250 £53,250
South West median annual salary £37,500 £40,000 £40,000
% change year-on-year -6.25% - +15.11%

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 1,397 1,671 1,808
As % of all permanent IT jobs advertised in Gloucestershire 91.01% 93.09% 89.24%
Number of salaries quoted 1,140 1,366 1,198
Gloucestershire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +8.43%
10th Percentile £26,250 £26,250 £26,600
90th Percentile £65,000 £63,750 £65,000
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

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 21 May 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 21 May 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 +4 11 £37,500 - 6
Tewkesbury - 5 £47,500 -
Gloucester +12 3 - - 4
Cirencester +6 3 £47,500 +79.25% 2
Mathematics
South West

For the 6 months to 21 May 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 20 (64.52%) SQL
2 17 (54.84%) Python
3 16 (51.61%) Degree
4 15 (48.39%) Security Cleared
5 14 (45.16%) C++
6 13 (41.94%) Java
7 12 (38.71%) C#
7 12 (38.71%) Software Engineering
8 11 (35.48%) DV Cleared
9 9 (29.03%) JavaScript
10 8 (25.81%) C
10 8 (25.81%) Finance
10 8 (25.81%) TDD
10 8 (25.81%) AngularJS
10 8 (25.81%) Continuous Integration
10 8 (25.81%) Unit Testing
10 8 (25.81%) Django
11 7 (22.58%) Computer Science
11 7 (22.58%) Analytics
11 7 (22.58%) Analytical Skills
12 6 (19.35%) Data Science
12 6 (19.35%) Problem-Solving
12 6 (19.35%) Agile Software Development
12 6 (19.35%) SAS
12 6 (19.35%) Statistics
12 6 (19.35%) Statistical Modelling
12 6 (19.35%) Machine Learning
13 5 (16.13%) R
13 5 (16.13%) PhD
13 5 (16.13%) Windows

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 6 (19.35%) SAS
2 2 (6.45%) Confluence
Applications
1 3 (9.68%) Microsoft Excel
Cloud Services
1 4 (12.90%) Amazon AWS
2 2 (6.45%) Amazon S3
2 2 (6.45%) Cloud Computing
3 1 (3.23%) Amazon EC2
3 1 (3.23%) Amazon EMR
3 1 (3.23%) Amazon Kinesis
3 1 (3.23%) Amazon SQS
3 1 (3.23%) Microsoft Azure
3 1 (3.23%) SaaS
Communications & Networking
1 3 (9.68%) Ethernet
Database & Business Intelligence
1 4 (12.90%) SQL Server
2 3 (9.68%) Data Warehouse
2 3 (9.68%) Power BI
2 3 (9.68%) SQL Server Integration Services
3 2 (6.45%) BusinessObjects
3 2 (6.45%) Hadoop
3 2 (6.45%) Qlik Sense
4 1 (3.23%) Apache Accumulo
4 1 (3.23%) HBase
4 1 (3.23%) MongoDB
4 1 (3.23%) SQL Server Reporting Services
Development Applications
1 3 (9.68%) ERwin
1 3 (9.68%) Visual Studio
2 2 (6.45%) Bitbucket
2 2 (6.45%) Cucumber
2 2 (6.45%) Jenkins
2 2 (6.45%) JIRA
2 2 (6.45%) Rational DOORS
General
1 8 (25.81%) Finance
2 4 (12.90%) Retail
3 2 (6.45%) Advertising
4 1 (3.23%) Manufacturing
Job Titles
1 11 (35.48%) Software Engineer
2 7 (22.58%) Analyst
3 5 (16.13%) Data Scientist
4 4 (12.90%) Consultant
4 4 (12.90%) Senior Data Scientist
5 3 (9.68%) Data Analyst
5 3 (9.68%) Developer
5 3 (9.68%) Embedded Engineer
5 3 (9.68%) Senior Analyst
6 2 (6.45%) C# Developer
6 2 (6.45%) Embedded Software Engineer
6 2 (6.45%) Senior Consultant
6 2 (6.45%) Senior Test Analyst
6 2 (6.45%) Test Analyst
7 1 (3.23%) C++ Developer
7 1 (3.23%) Credit Analyst
7 1 (3.23%) Risk Analyst
7 1 (3.23%) Software Developer
7 1 (3.23%) Software Development Engineer
7 1 (3.23%) Technical Consultant
Libraries, Frameworks & Software Standards
1 8 (25.81%) AngularJS
1 8 (25.81%) Django
2 3 (9.68%) Qt
2 3 (9.68%) WinForms
2 3 (9.68%) WPF
3 1 (3.23%) .NET
3 1 (3.23%) CSS
3 1 (3.23%) D3.js
3 1 (3.23%) HTML
3 1 (3.23%) Kafka
3 1 (3.23%) OpenGL
Miscellaneous
1 7 (22.58%) Analytical Skills
1 7 (22.58%) Computer Science
2 4 (12.90%) Algorithms
3 3 (9.68%) Robotics
3 3 (9.68%) State Machine
4 2 (6.45%) Linux Command Line
4 2 (6.45%) Management Information System
5 1 (3.23%) Credit Risk
5 1 (3.23%) Fintech
Operating Systems
1 5 (16.13%) Linux
1 5 (16.13%) Windows
2 2 (6.45%) Unix
Processes & Methodologies
1 12 (38.71%) Software Engineering
2 8 (25.81%) Continuous Integration
2 8 (25.81%) TDD
2 8 (25.81%) Unit Testing
3 7 (22.58%) Analytics
4 6 (19.35%) Agile Software Development
4 6 (19.35%) Data Science
4 6 (19.35%) Machine Learning
4 6 (19.35%) Problem-Solving
4 6 (19.35%) Statistical Modelling
4 6 (19.35%) Statistics
5 4 (12.90%) Business Intelligence
5 4 (12.90%) Telematics
5 4 (12.90%) Test Scripting
5 4 (12.90%) Time Management
6 3 (9.68%) Data Management
6 3 (9.68%) Data Modelling
6 3 (9.68%) Embedded Software Development
6 3 (9.68%) MVVM
6 3 (9.68%) Software Deployment
Programming Languages
1 20 (64.52%) SQL
2 17 (54.84%) Python
3 14 (45.16%) C++
4 13 (41.94%) Java
5 12 (38.71%) C#
6 9 (29.03%) JavaScript
7 8 (25.81%) C
8 5 (16.13%) R
9 3 (9.68%) Embedded C
10 2 (6.45%) Bash Shell
11 1 (3.23%) Data Analysis Expressions (DAX)
11 1 (3.23%) Perl
11 1 (3.23%) Ruby
11 1 (3.23%) Scala
Qualifications
1 16 (51.61%) Degree
2 15 (48.39%) Security Cleared
3 11 (35.48%) DV Cleared
4 5 (16.13%) PhD
5 4 (12.90%) Numerate Degree
5 4 (12.90%) SC Cleared
Quality Assurance & Compliance
1 3 (9.68%) ISO 9001
System Software
1 2 (6.45%) Docker
1 2 (6.45%) Firmware
Vendors
1 2 (6.45%) Atlassian
1 2 (6.45%) Microsoft
1 2 (6.45%) Tableau