Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
South West > Gloucestershire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 61 104 113
Rank change year-on-year +43 +9 -41
Permanent jobs citing Mathematics 64 35 50
As % of all permanent IT jobs advertised in Gloucestershire 4.06% 2.30% 2.20%
As % of the Processes & Methodologies category 4.41% 2.54% 2.38%
Number of salaries quoted 57 16 36
Gloucestershire median annual salary £50,000 £26,500 £33,875
Median salary % change year-on-year +88.68% -21.77% -24.72%
10th Percentile £18,495 £22,500 £25,500
90th Percentile £62,200 £38,250 £57,500
South West median annual salary £42,500 £28,591 £42,500
% change year-on-year +48.65% -32.73% +13.33%

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 1,452 1,380 2,097
As % of all permanent IT jobs advertised in Gloucestershire 92.07% 90.61% 92.34%
Number of salaries quoted 1,133 1,126 1,705
Gloucestershire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £26,250 £25,750 £26,250
90th Percentile £68,750 £62,500 £63,250
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 15 November 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 15 November 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 +50 51 £50,000 +73.91% 2
Gloucester +6 8 £56,250 +95.65% 2
Cirencester -3 1 £60,000 +126.42%
Mathematics
South West

For the 6 months to 15 November 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 35 (54.69%) Analytical Skills
2 28 (43.75%) Degree
3 26 (40.63%) Data Science
4 24 (37.50%) Computer Science
5 22 (34.38%) Statistics
6 19 (29.69%) Python
7 17 (26.56%) WFM
7 17 (26.56%) Front Office
7 17 (26.56%) Back Office
7 17 (26.56%) Erlang
7 17 (26.56%) Machine Learning
7 17 (26.56%) Verint
8 16 (25.00%) Analytics
8 16 (25.00%) Operations Research
9 12 (18.75%) C
9 12 (18.75%) Big Data
9 12 (18.75%) R
10 10 (15.63%) Security Cleared
10 10 (15.63%) SAS
11 8 (12.50%) DV Cleared
12 7 (10.94%) Git (software)
12 7 (10.94%) Algorithms
12 7 (10.94%) Continuous Improvement
12 7 (10.94%) C++
12 7 (10.94%) Software Engineering
12 7 (10.94%) Agile Software Development
12 7 (10.94%) Cyberattack
13 6 (9.38%) Java
13 6 (9.38%) Data Warehouse
13 6 (9.38%) Open Source

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 10 (15.63%) SAS
2 4 (6.25%) Apache Pig
2 4 (6.25%) Apache Spark
3 3 (4.69%) MS Exchange
Applications
1 3 (4.69%) Microsoft Office
2 1 (1.56%) Microsoft Excel
Cloud Services
1 3 (4.69%) Office 365
2 2 (3.13%) Amazon AWS
2 2 (3.13%) Cloud Computing
2 2 (3.13%) Microsoft Azure
Communications & Networking
1 3 (4.69%) ADSL
1 3 (4.69%) Firewall
1 3 (4.69%) Wireless
2 1 (1.56%) Internet
Database & Business Intelligence
1 12 (18.75%) Big Data
2 6 (9.38%) Data Warehouse
3 4 (6.25%) Apache Hive
3 4 (6.25%) Hadoop
4 2 (3.13%) Amazon Redshift
4 2 (3.13%) Data Mining
4 2 (3.13%) Presto
4 2 (3.13%) Text Mining
Development Applications
1 7 (10.94%) Git (software)
2 2 (3.13%) Maven
2 2 (3.13%) Subversion
3 1 (1.56%) Rational Rhapsody
General
1 17 (26.56%) Back Office
1 17 (26.56%) Front Office
2 5 (7.81%) Finance
3 3 (4.69%) Advertising
4 1 (1.56%) Aerospace
4 1 (1.56%) Automotive
4 1 (1.56%) Electronics
Job Titles
1 17 (26.56%) Data Scientist
1 17 (26.56%) Planning Manager
1 17 (26.56%) Resource Manager
1 17 (26.56%) Resource Planning Manager
2 11 (17.19%) Senior Data Scientist
3 7 (10.94%) 1st Line Support
3 7 (10.94%) Consultant
3 7 (10.94%) IT Support
4 6 (9.38%) Software Engineer
5 4 (6.25%) Data Consultant
5 4 (6.25%) Principal Consultant
6 3 (4.69%) 2nd Line Engineer
6 3 (4.69%) Data Engineer
6 3 (4.69%) Field Engineer
6 3 (4.69%) IT Engineer
6 3 (4.69%) Junior
6 3 (4.69%) Machine Learning Engineer
6 3 (4.69%) Scrum Master
7 2 (3.13%) Junior Consultant
8 1 (1.56%) Manual Tester
Libraries, Frameworks & Software Standards
1 3 (4.69%) AngularJS
1 3 (4.69%) Django
2 2 (3.13%) JSON
2 2 (3.13%) Web Services
2 2 (3.13%) XML
3 1 (1.56%) Natural Language Processing
Miscellaneous
1 35 (54.69%) Analytical Skills
2 24 (37.50%) Computer Science
3 7 (10.94%) Algorithms
3 7 (10.94%) Cyberattack
4 4 (6.25%) Data Protection Act
5 2 (3.13%) Data Structures
5 2 (3.13%) Management Information System
5 2 (3.13%) Social Media
6 1 (1.56%) Greenfield Project
Operating Systems
1 3 (4.69%) Windows
1 3 (4.69%) Windows 10
1 3 (4.69%) Windows Server 2003
1 3 (4.69%) Windows XP
Processes & Methodologies
1 26 (40.63%) Data Science
2 22 (34.38%) Statistics
3 17 (26.56%) Machine Learning
3 17 (26.56%) WFM
4 16 (25.00%) Analytics
4 16 (25.00%) Operations Research
5 7 (10.94%) Agile Software Development
5 7 (10.94%) Continuous Improvement
5 7 (10.94%) Software Engineering
6 6 (9.38%) Open Source
7 5 (7.81%) Artificial Intelligence
7 5 (7.81%) Data Protection
7 5 (7.81%) Data Security
7 5 (7.81%) Line Management
7 5 (7.81%) Mentoring
7 5 (7.81%) Scrum
7 5 (7.81%) Statistical Modelling
7 5 (7.81%) TDD
8 4 (6.25%) Deep Learning
8 4 (6.25%) Workflow
Programming Languages
1 19 (29.69%) Python
2 17 (26.56%) Erlang
3 12 (18.75%) C
3 12 (18.75%) R
4 7 (10.94%) C++
5 6 (9.38%) Java
5 6 (9.38%) PowerShell
6 5 (7.81%) SQL
7 4 (6.25%) C#
8 3 (4.69%) JavaScript
9 1 (1.56%) Scala
Qualifications
1 28 (43.75%) Degree
2 10 (15.63%) Security Cleared
3 8 (12.50%) DV Cleared
4 5 (7.81%) Master's Degree
5 4 (6.25%) SC Cleared
6 3 (4.69%) PhD
7 1 (1.56%) Numerate Degree
Quality Assurance & Compliance
1 5 (7.81%) GDPR
2 2 (3.13%) QA
System Software
1 3 (4.69%) Active Directory
Vendors
1 17 (26.56%) Verint
2 4 (6.25%) Microsoft
3 1 (1.56%) IBM
3 1 (1.56%) Tableau