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

Mathematics (Maths)
South West > Gloucestershire
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 90 116 52
Rank change year-on-year +26 -64 +24
Permanent jobs citing Mathematics 37 51 94
As % of all permanent IT jobs advertised in Gloucestershire 2.58% 2.36% 4.77%
As % of the Processes & Methodologies category 2.87% 2.58% 5.29%
Number of salaries quoted 16 24 43
Gloucestershire median annual salary £47,500 £38,750 £45,000
Median salary % change year-on-year +22.58% -13.89% +26.76%
10th Percentile £25,750 £26,250 £29,600
90th Percentile £62,500 £60,000 £63,000
South West median annual salary £33,000 £43,000 £37,500
% change year-on-year -23.26% +14.67% +8.70%

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 1,288 1,977 1,777
As % of all permanent IT jobs advertised in Gloucestershire 89.88% 91.36% 90.16%
Number of salaries quoted 1,041 1,621 1,305
Gloucestershire median annual salary £45,000 £42,000 £43,000
Median salary % change year-on-year +7.14% -2.33% +7.50%
10th Percentile £26,250 £27,500 £26,450
90th Percentile £62,500 £62,500 £65,000
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +2.56%

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 February 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 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
Cirencester -1 15 £26,500 -11.67%
Tewkesbury - 3 £47,500 - 1
Gloucester +22 2 £24,000 -46.67% 4
Cheltenham +1 1 £27,500 - 2
Mathematics
South West

For the 6 months to 21 February 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 26 (70.27%) Degree
2 24 (64.86%) SQL
3 15 (40.54%) Finance
3 15 (40.54%) Data Analysis
3 15 (40.54%) Analytical Skills
4 14 (37.84%) C
5 12 (32.43%) SQL Server
5 12 (32.43%) Data Warehouse
5 12 (32.43%) Data Modelling
5 12 (32.43%) Business Intelligence
5 12 (32.43%) ERwin
5 12 (32.43%) Data Management
5 12 (32.43%) Analytics
5 12 (32.43%) Numerate Degree
6 11 (29.73%) Statistical Modelling
6 11 (29.73%) BusinessObjects
6 11 (29.73%) C++
7 10 (27.03%) Java
7 10 (27.03%) Agile Software Development
7 10 (27.03%) Security Cleared
8 9 (24.32%) Amazon AWS
9 8 (21.62%) Rational DOORS
9 8 (21.62%) Hadoop
9 8 (21.62%) Amazon S3
9 8 (21.62%) SC Cleared
9 8 (21.62%) Requirements Management
9 8 (21.62%) Computer Science
9 8 (21.62%) Test Strategy
9 8 (21.62%) TOGAF
9 8 (21.62%) MODAF

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 7 (18.92%) SAS
Applications
1 7 (18.92%) Microsoft Excel
Cloud Services
1 9 (24.32%) Amazon AWS
2 8 (21.62%) Amazon S3
3 1 (2.70%) Amazon EC2
3 1 (2.70%) Amazon EMR
3 1 (2.70%) Amazon Kinesis
3 1 (2.70%) Amazon SQS
Communications & Networking
1 1 (2.70%) Ethernet
Database & Business Intelligence
1 12 (32.43%) Data Warehouse
1 12 (32.43%) SQL Server
2 11 (29.73%) BusinessObjects
3 8 (21.62%) Hadoop
4 6 (16.22%) Power BI
4 6 (16.22%) Qlik Sense
4 6 (16.22%) SQL Server Integration Services
5 1 (2.70%) Apache Accumulo
5 1 (2.70%) HBase
5 1 (2.70%) MongoDB
Development Applications
1 12 (32.43%) ERwin
2 8 (21.62%) Rational DOORS
3 1 (2.70%) Eclipse
3 1 (2.70%) Visual Studio
General
1 15 (40.54%) Finance
2 5 (13.51%) Retail
3 1 (2.70%) Avionics
3 1 (2.70%) Manufacturing
Job Titles
1 16 (43.24%) Analyst
2 15 (40.54%) Data Analyst
3 8 (21.62%) Consultant
3 8 (21.62%) Senior Consultant
4 6 (16.22%) Data Scientist
5 5 (13.51%) Financial Analyst
5 5 (13.51%) Senior Analyst
5 5 (13.51%) Senior Data Scientist
6 4 (10.81%) Senior Data Analyst
6 4 (10.81%) Software Engineer
7 3 (8.11%) Embedded Engineer
7 3 (8.11%) Senior Financial Analyst
8 2 (5.41%) Business Intelligence Analyst
8 2 (5.41%) Business Intelligence Data Analyst
8 2 (5.41%) Developer
8 2 (5.41%) Embedded Software Engineer
8 2 (5.41%) Senior Business Intelligence Analyst
9 1 (2.70%) Credit Analyst
9 1 (2.70%) Junior Developer
9 1 (2.70%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 1 (2.70%) .NET
1 1 (2.70%) CSS
1 1 (2.70%) D3.js
1 1 (2.70%) HTML
1 1 (2.70%) OpenGL
1 1 (2.70%) Qt
1 1 (2.70%) Spring
1 1 (2.70%) WinForms
1 1 (2.70%) WPF
Miscellaneous
1 15 (40.54%) Analytical Skills
2 8 (21.62%) Computer Science
2 8 (21.62%) Management Information System
3 5 (13.51%) Algorithms
4 3 (8.11%) Robotics
5 1 (2.70%) Credit Risk
5 1 (2.70%) Embedded Systems
5 1 (2.70%) State Machine
Operating Systems
1 1 (2.70%) Linux
1 1 (2.70%) Windows
Processes & Methodologies
1 15 (40.54%) Data Analysis
2 12 (32.43%) Analytics
2 12 (32.43%) Business Intelligence
2 12 (32.43%) Data Management
2 12 (32.43%) Data Modelling
3 11 (29.73%) Statistical Modelling
4 10 (27.03%) Agile Software Development
5 8 (21.62%) ITIL
5 8 (21.62%) MODAF
5 8 (21.62%) Requirements Management
5 8 (21.62%) SysML
5 8 (21.62%) Test Strategy
5 8 (21.62%) TOGAF
5 8 (21.62%) UML
6 7 (18.92%) Statistics
7 6 (16.22%) Data Architecture
7 6 (16.22%) Data Mapping
7 6 (16.22%) ETL
7 6 (16.22%) Machine Learning
7 6 (16.22%) Migration
Programming Languages
1 24 (64.86%) SQL
2 14 (37.84%) C
3 11 (29.73%) C++
4 10 (27.03%) Java
5 7 (18.92%) Python
6 6 (16.22%) R
7 3 (8.11%) Embedded C
8 2 (5.41%) C#
8 2 (5.41%) JavaScript
9 1 (2.70%) Ada
9 1 (2.70%) Perl
9 1 (2.70%) Ruby
9 1 (2.70%) Scala
Qualifications
1 26 (70.27%) Degree
2 12 (32.43%) Numerate Degree
3 10 (27.03%) Security Cleared
4 8 (21.62%) SC Cleared
5 5 (13.51%) PhD
6 1 (2.70%) DV Cleared
Quality Assurance & Compliance
1 1 (2.70%) DO-178B
1 1 (2.70%) ISO 9001
System Software
1 2 (5.41%) Firmware
Vendors
1 6 (16.22%) Tableau
2 1 (2.70%) Microsoft