Period
to 19 October 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 October 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
South West > Bristol
6 months to
19 Oct 2017
Same period 2016 Same period 2015
Rank 72 91 87
Rank change year-on-year +19 -4 -12
Permanent jobs citing Mathematics 161 90 126
As % of all permanent IT jobs advertised in Bristol 4.26% 2.81% 3.32%
As % of the Processes & Methodologies category 4.67% 3.11% 3.70%
Number of salaries quoted 134 75 114
Bristol median annual salary £26,750 £45,000 £34,750
Median salary % change year-on-year -40.56% +29.50% +2.21%
10th Percentile £22,500 £24,300 £22,500
90th Percentile £61,250 £53,750 £65,000
South West median annual salary £28,591 £39,000 £36,000
% change year-on-year -26.69% +8.33% +4.35%

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3445 2896 3405
As % of all permanent IT jobs advertised in Bristol 91.23% 90.30% 89.84%
Number of salaries quoted 2845 2501 2926
Bristol median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £27,500 £26,250
90th Percentile £67,500 £68,750 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Mathematics
Job Vacancy Trend in Bristol

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

Job vacancy trend for Mathematics in Bristol

Mathematics
Salary Trend in Bristol

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

Salary trend for Mathematics in Bristol

Mathematics
Salary Histogram in Bristol

The salary distribution of IT jobs citing Mathematics in Bristol over the 6 months to 19 October 2017.

Salary histogram for Mathematics in Bristol

For the 6 months to 19 October 2017, IT jobs citing Mathematics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bristol region with a requirement for Mathematics.

1 113 (70.19%) Java
2 108 (67.08%) Computer Science
3 96 (59.63%) Degree
4 83 (51.55%) C++
5 66 (40.99%) OO
6 61 (37.89%) SQL
7 54 (33.54%) SDLC
8 47 (29.19%) XML
9 46 (28.57%) .NET
9 46 (28.57%) Numerate Degree
10 40 (24.84%) SQL Server
11 39 (24.22%) Software Engineering
12 33 (20.50%) Oracle
13 32 (19.88%) J2EE
14 30 (18.63%) JavaScript
15 29 (18.01%) Microsoft
15 29 (18.01%) Unit Testing
15 29 (18.01%) Relational Database
16 28 (17.39%) Oracle Database
16 28 (17.39%) RDBMS
16 28 (17.39%) Linux
17 25 (15.53%) Python
18 24 (14.91%) Agile Software Development
18 24 (14.91%) Computer Science Degree
19 23 (14.29%) C
19 23 (14.29%) C#
20 22 (13.66%) UML
20 22 (13.66%) Physics
21 19 (11.80%) OOP
22 18 (11.18%) Security Cleared

Mathematics
Co-occurring IT Skills in Bristol 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 5 (3.11%) Apache Spark
2 4 (2.48%) SAS
3 1 (0.62%) Elasticsearch
3 1 (0.62%) JBoss
3 1 (0.62%) Skype for Business
Applications
1 11 (6.83%) Simulink
2 5 (3.11%) Microsoft Office
3 4 (2.48%) Autodesk Inventor
3 4 (2.48%) MS Visio
3 4 (2.48%) Revit
3 4 (2.48%) SPSS
4 3 (1.86%) Microsoft Excel
5 1 (0.62%) Chatbot
5 1 (0.62%) Spreadsheet
Business Applications
1 2 (1.24%) Adobe Campaign
Cloud Services
1 6 (3.73%) Amazon AWS
1 6 (3.73%) Cloud Computing
2 4 (2.48%) Google Cloud Platform
3 2 (1.24%) Microsoft Azure
4 1 (0.62%) Azure Machine Learning
4 1 (0.62%) Office 365
4 1 (0.62%) PaaS
4 1 (0.62%) SaaS
Communications & Networking
1 2 (1.24%) Firewall
1 2 (1.24%) SMS
1 2 (1.24%) TCP/IP
2 1 (0.62%) Skype
Database & Business Intelligence
1 40 (24.84%) SQL Server
2 29 (18.01%) Relational Database
3 28 (17.39%) Oracle Database
3 28 (17.39%) RDBMS
4 7 (4.35%) Big Data
5 5 (3.11%) Hadoop
5 5 (3.11%) NoSQL
6 4 (2.48%) GIS
7 3 (1.86%) Apache Hive
7 3 (1.86%) BigQuery
7 3 (1.86%) Geospatial Data
7 3 (1.86%) Impala
7 3 (1.86%) Power BI
7 3 (1.86%) QlikView
8 2 (1.24%) Data Warehouse
9 1 (0.62%) Apache Cassandra
9 1 (0.62%) Mahout
9 1 (0.62%) MongoDB
9 1 (0.62%) Neo4j
9 1 (0.62%) PostgreSQL
Development Applications
1 9 (5.59%) Git (software)
2 6 (3.73%) Rational DOORS
3 3 (1.86%) Jenkins
4 2 (1.24%) Eclipse
4 2 (1.24%) GCC
4 2 (1.24%) Gerrit
4 2 (1.24%) Maven
4 2 (1.24%) Sonatype Nexus
4 2 (1.24%) Subversion
5 1 (0.62%) Gradle
5 1 (0.62%) Visual Studio
General
1 15 (9.32%) Marketing
2 13 (8.07%) Finance
3 8 (4.97%) Military
4 4 (2.48%) Telecoms
5 3 (1.86%) Law
5 3 (1.86%) Manufacturing
6 2 (1.24%) Electronics
Job Titles
1 96 (59.63%) Developer
2 74 (45.96%) Software Developer
3 62 (38.51%) Graduate
4 56 (34.78%) Graduate Developer
4 56 (34.78%) Graduate Software Developer
5 42 (26.09%) Java Developer
6 36 (22.36%) Java Software Developer
7 28 (17.39%) Graduate J2EE Developer
7 28 (17.39%) Graduate Java Developer
7 28 (17.39%) Graduate Java J2EE Developer
7 28 (17.39%) J2EE Developer
7 28 (17.39%) Java/J2EE Developer
7 28 (17.39%) Software Engineer
8 18 (11.18%) Computer Science Graduate
9 16 (9.94%) Junior
10 14 (8.70%) Junior Developer
11 10 (6.21%) Junior Software Developer
12 9 (5.59%) C++ Developer
12 9 (5.59%) C++ Software Developer
12 9 (5.59%) Computer Scientist
Libraries, Frameworks & Software Standards
1 47 (29.19%) XML
2 46 (28.57%) .NET
3 32 (19.88%) J2EE
4 12 (7.45%) Web Services
5 10 (6.21%) Apache Flex
5 10 (6.21%) RESTful
6 9 (5.59%) HTML
6 9 (5.59%) HTML5
6 9 (5.59%) Node.js
7 7 (4.35%) AngularJS
7 7 (4.35%) CSS
8 6 (3.73%) Spring
9 5 (3.11%) D3.js
10 4 (2.48%) Android SDK
10 4 (2.48%) Hibernate
10 4 (2.48%) Natural Language Processing
10 4 (2.48%) REST
10 4 (2.48%) TensorFlow
10 4 (2.48%) Theano
10 4 (2.48%) Unity (Game Engine)
Miscellaneous
1 108 (67.08%) Computer Science
2 18 (11.18%) Algorithms
3 14 (8.70%) Management Information System
4 12 (7.45%) Analytical Skills
5 7 (4.35%) Enterprise Software
6 4 (2.48%) Animation
6 4 (2.48%) Augmented Reality
6 4 (2.48%) HoloLens
6 4 (2.48%) HTC Vive
6 4 (2.48%) Oculus Rift
6 4 (2.48%) Photography
6 4 (2.48%) User Experience
7 3 (1.86%) Blog
7 3 (1.86%) Cyber Defence
7 3 (1.86%) Data Protection Act
8 2 (1.24%) 3D Graphics
8 2 (1.24%) Greenfield Project
8 2 (1.24%) PKI
8 2 (1.24%) Robotics
9 1 (0.62%) CUDA
Operating Systems
1 28 (17.39%) Linux
2 14 (8.70%) SUSE Linux Enterprise Server
3 6 (3.73%) Apple iOS
4 5 (3.11%) Android
5 3 (1.86%) Windows
6 1 (0.62%) Windows 10
6 1 (0.62%) Windows 7
6 1 (0.62%) Windows 8
6 1 (0.62%) Windows Mobile
6 1 (0.62%) Windows XP
Processes & Methodologies
1 66 (40.99%) OO
2 54 (33.54%) SDLC
3 39 (24.22%) Software Engineering
4 29 (18.01%) Unit Testing
5 24 (14.91%) Agile Software Development
6 22 (13.66%) Physics
6 22 (13.66%) UML
7 19 (11.80%) OOP
8 14 (8.70%) Machine Learning
9 12 (7.45%) Business Intelligence
9 12 (7.45%) Scrum
10 11 (6.83%) Open Source
10 11 (6.83%) Statistics
11 9 (5.59%) Analytics
11 9 (5.59%) Stakeholder Management
12 8 (4.97%) Mentoring
13 7 (4.35%) Cybersecurity
13 7 (4.35%) Visualisation
14 6 (3.73%) ITIL
14 6 (3.73%) MODAF
Programming Languages
1 113 (70.19%) Java
2 83 (51.55%) C++
3 61 (37.89%) SQL
4 30 (18.63%) JavaScript
5 25 (15.53%) Python
6 23 (14.29%) C
6 23 (14.29%) C#
7 16 (9.94%) MATLAB
8 10 (6.21%) Fortran
9 9 (5.59%) R
10 6 (3.73%) Scala
11 4 (2.48%) GLSL
11 4 (2.48%) Ruby
12 3 (1.86%) VB.NET
13 2 (1.24%) ECMAScript
13 2 (1.24%) Shell Script
13 2 (1.24%) TypeScript
14 1 (0.62%) Ada
14 1 (0.62%) Embedded C++
Qualifications
1 96 (59.63%) Degree
2 46 (28.57%) Numerate Degree
3 24 (14.91%) Computer Science Degree
4 18 (11.18%) Security Cleared
5 17 (10.56%) PhD
6 12 (7.45%) SC Cleared
7 5 (3.11%) Master's Degree
7 5 (3.11%) Postgraduate
8 4 (2.48%) Chartered Engineer
9 3 (1.86%) APMP
9 3 (1.86%) CESG Certified Professional
9 3 (1.86%) CISM
9 3 (1.86%) DV Cleared
9 3 (1.86%) HND
Quality Assurance & Compliance
1 4 (2.48%) ISO/IEC 15288
2 3 (1.86%) ECSS
3 2 (1.24%) HMG Security Policy Framework
3 2 (1.24%) ISO/IEC 27001
3 2 (1.24%) WCAG
4 1 (0.62%) ISO 9000
4 1 (0.62%) QA
4 1 (0.62%) SLA
System Software
1 1 (0.62%) Active Directory
1 1 (0.62%) Docker
Systems Management
1 3 (1.86%) Ansible
1 3 (1.86%) Opscode Chef
1 3 (1.86%) Puppet
1 3 (1.86%) Salt
2 1 (0.62%) Terraform
Vendors
1 33 (20.50%) Oracle
2 29 (18.01%) Microsoft
3 6 (3.73%) Tableau
4 4 (2.48%) Autodesk
5 2 (1.24%) Adobe
5 2 (1.24%) Google
5 2 (1.24%) SAP
6 1 (0.62%) Apple
6 1 (0.62%) NVIDIA