Period
to 18 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
South East > Berkshire
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 123 147 151
Rank change year-on-year +24 +4 +54
Permanent jobs citing Mathematics 155 125 186
As % of all permanent IT jobs advertised in Berkshire 2.30% 1.89% 1.97%
As % of the Processes & Methodologies category 2.59% 2.19% 2.22%
Number of salaries quoted 122 93 179
Berkshire median annual salary £50,000 £34,000 £33,250
Median salary % change year-on-year +47.06% +2.26% -16.88%
10th Percentile £26,375 £21,250 £23,900
90th Percentile £68,750 £66,750 £60,000
South East median annual salary £47,500 £38,591 £40,000
% change year-on-year +23.09% -3.52% -

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5,986 5,714 8,373
As % of all permanent IT jobs advertised in Berkshire 88.97% 86.30% 88.67%
Number of salaries quoted 4,805 4,480 6,699
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £30,000 £27,500 £29,500
90th Percentile £73,750 £75,000 £73,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Mathematics
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Mathematics in Berkshire

Mathematics
Salary Trend in Berkshire

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

Salary trend for Mathematics in Berkshire

Mathematics
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Mathematics in Berkshire over the 6 months to 18 July 2018.

Salary histogram for Mathematics in Berkshire

Mathematics
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the Berkshire region over the 6 months to 18 July 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
Bracknell 0 43 £50,000 -13.04% 4
Newbury +25 42 £55,000 +37.50% 5
Reading 0 34 £37,500 +25.00% 5
Maidenhead -44 18 £55,000 +2.33%
Windsor +6 1 £40,000 -
Thatcham - 1 £27,500 -
Mathematics
South East

For the 6 months to 18 July 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 Berkshire region with a requirement for Mathematics.

1 119 (76.77%) Degree
2 81 (52.26%) Computer Science
3 55 (35.48%) JavaScript
4 52 (33.55%) Java
5 48 (30.97%) Computer Science Degree
6 47 (30.32%) SQL
7 46 (29.68%) Physics
7 46 (29.68%) Agile Software Development
8 34 (21.94%) SDLC
9 33 (21.29%) SQL Server
10 32 (20.65%) Software Engineering
11 31 (20.00%) PHP
12 30 (19.35%) .NET
12 30 (19.35%) Mentoring
13 28 (18.06%) Project Management
14 27 (17.42%) ASP.NET
14 27 (17.42%) Microsoft
15 26 (16.77%) OO
16 25 (16.13%) Greenfield Project
17 22 (14.19%) C#
17 22 (14.19%) Ajax
18 21 (13.55%) Analytical Skills
19 20 (12.90%) Machine Learning
19 20 (12.90%) Big Data
20 19 (12.26%) Data Science
20 19 (12.26%) Python
20 19 (12.26%) CRM
20 19 (12.26%) Web Development
20 19 (12.26%) jQuery
21 18 (11.61%) WebSockets

Mathematics
Co-occurring IT Skills in Berkshire 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 12 (7.74%) Tomcat
2 3 (1.94%) CMS
2 3 (1.94%) Elasticsearch
3 2 (1.29%) Apache Spark
3 2 (1.29%) Oracle SOA Suite
4 1 (0.65%) Apache
4 1 (0.65%) Apache Pig
4 1 (0.65%) SAS
4 1 (0.65%) WebLogic
Applications
1 8 (5.16%) Microsoft Office
2 4 (2.58%) Microsoft Project
3 3 (1.94%) Microsoft Excel
3 3 (1.94%) MS Visio
4 1 (0.65%) Microsoft PowerPoint
4 1 (0.65%) Spreadsheet
4 1 (0.65%) SPSS
Business Applications
1 4 (2.58%) Dynamics CRM
2 1 (0.65%) Oracle 11i
2 1 (0.65%) Oracle Assets
2 1 (0.65%) Oracle EBS
2 1 (0.65%) Oracle EBS R12
2 1 (0.65%) Oracle General Ledger
2 1 (0.65%) Oracle iProcurement
2 1 (0.65%) Oracle Payables
2 1 (0.65%) Oracle Receivables
Cloud Services
1 10 (6.45%) Adobe Analytics
2 4 (2.58%) Dynamics 365
3 1 (0.65%) Amazon AWS
3 1 (0.65%) AWS CloudFormation
3 1 (0.65%) Datadog
3 1 (0.65%) GitHub
3 1 (0.65%) SaaS
Communications & Networking
1 3 (1.94%) Unified Communications
2 1 (0.65%) SAN
Database & Business Intelligence
1 33 (21.29%) SQL Server
2 20 (12.90%) Big Data
3 15 (9.68%) MySQL
4 9 (5.81%) Power BI
5 6 (3.87%) Data Warehouse
5 6 (3.87%) NoSQL
6 4 (2.58%) PostgreSQL
6 4 (2.58%) Relational Database
7 3 (1.94%) DB2
7 3 (1.94%) Text Mining
8 2 (1.29%) Hadoop
8 2 (1.29%) QlikView
8 2 (1.29%) SQL Server Integration Services
8 2 (1.29%) SQL Server Reporting Services
9 1 (0.65%) Apache Hive
9 1 (0.65%) OLTP
9 1 (0.65%) Oracle BI EE
9 1 (0.65%) Oracle Database 11g
9 1 (0.65%) Oracle Reports
9 1 (0.65%) RDBMS
Development Applications
1 15 (9.68%) Git (software)
1 15 (9.68%) Jenkins
2 12 (7.74%) Eclipse
3 9 (5.81%) Selenium
4 6 (3.87%) JIRA
4 6 (3.87%) Maven
5 5 (3.23%) Bugzilla
5 5 (3.23%) HP UFT
5 5 (3.23%) Subversion
5 5 (3.23%) TeamCity
6 4 (2.58%) WebDriver
7 2 (1.29%) SoapUI
8 1 (0.65%) Android Studio
8 1 (0.65%) Ant
8 1 (0.65%) Atlassian Bamboo
8 1 (0.65%) Burp Suite
8 1 (0.65%) Team Foundation Server
8 1 (0.65%) Vagrant
General
1 17 (10.97%) Finance
1 17 (10.97%) Marketing
2 9 (5.81%) Telecoms
3 7 (4.52%) Retail
4 6 (3.87%) Electronics
5 4 (2.58%) Banking
5 4 (2.58%) Law
5 4 (2.58%) Manufacturing
6 3 (1.94%) Automotive
6 3 (1.94%) Front Office
6 3 (1.94%) Investment Banking
6 3 (1.94%) Legal
Job Titles
1 79 (50.97%) Developer
2 38 (24.52%) Senior Developer
3 36 (23.23%) Java Developer
4 24 (15.48%) Graduate
5 22 (14.19%) Web Developer
6 21 (13.55%) Applications Developer
6 21 (13.55%) Web Applications Developer
7 19 (12.26%) Senior Java Developer
8 17 (10.97%) Senior Applications Developer
8 17 (10.97%) Senior Web Applications Developer
8 17 (10.97%) Senior Web Developer
9 16 (10.32%) Big Data Developer
10 15 (9.68%) Software Engineer
11 14 (9.03%) Machine Learning Developer
12 13 (8.39%) Analyst
13 12 (7.74%) Senior Big Data Developer
14 9 (5.81%) Junior
15 8 (5.16%) Senior Analyst
15 8 (5.16%) Software Developer
15 8 (5.16%) Test Engineer
Libraries, Frameworks & Software Standards
1 30 (19.35%) .NET
2 27 (17.42%) ASP.NET
3 22 (14.19%) Ajax
4 19 (12.26%) jQuery
5 18 (11.61%) WebSockets
6 17 (10.97%) HTML
7 10 (6.45%) WPF
8 7 (4.52%) HTML5
8 7 (4.52%) WCF
9 5 (3.23%) .NET Framework
9 5 (3.23%) CSS
9 5 (3.23%) Symfony
9 5 (3.23%) Vue.js
9 5 (3.23%) XML
10 4 (2.58%) AngularJS
10 4 (2.58%) REST
11 3 (1.94%) Natural Language Processing
11 3 (1.94%) WinForms
12 2 (1.29%) SOAP
12 2 (1.29%) Web Services
Miscellaneous
1 81 (52.26%) Computer Science
2 25 (16.13%) Greenfield Project
3 21 (13.55%) Analytical Skills
4 11 (7.10%) Self-Motivation
5 9 (5.81%) Algorithms
6 7 (4.52%) Enterprise Software
7 6 (3.87%) User Experience
8 5 (3.23%) Derivative
8 5 (3.23%) Mobile App
9 4 (2.58%) Fintech
9 4 (2.58%) Foreign Exchange (FX)
9 4 (2.58%) Machine to Machine
10 3 (1.94%) Driving Licence
10 3 (1.94%) Renewable Energy
11 2 (1.29%) Data Structures
11 2 (1.29%) Market Risk
12 1 (0.65%) Hybrid Cloud
12 1 (0.65%) Management Information System
12 1 (0.65%) Private Cloud
12 1 (0.65%) Public Cloud
Operating Systems
1 11 (7.10%) Windows
2 6 (3.87%) Linux
3 3 (1.94%) Unix
4 1 (0.65%) Android
4 1 (0.65%) CentOS
4 1 (0.65%) Red Hat Enterprise Linux
Processes & Methodologies
1 46 (29.68%) Agile Software Development
1 46 (29.68%) Physics
2 34 (21.94%) SDLC
3 32 (20.65%) Software Engineering
4 30 (19.35%) Mentoring
5 28 (18.06%) Project Management
6 26 (16.77%) OO
7 20 (12.90%) Machine Learning
8 19 (12.26%) CRM
8 19 (12.26%) Data Science
8 19 (12.26%) Web Development
9 17 (10.97%) Problem-Solving
10 16 (10.32%) Statistics
11 15 (9.68%) Analytics
12 13 (8.39%) Continuous Integration
12 13 (8.39%) Test Automation
13 11 (7.10%) Visualisation
14 10 (6.45%) Data Analysis
14 10 (6.45%) Data Visualisation
14 10 (6.45%) Personalization
Programming Languages
1 55 (35.48%) JavaScript
2 52 (33.55%) Java
3 47 (30.32%) SQL
4 31 (20.00%) PHP
5 22 (14.19%) C#
6 19 (12.26%) Python
7 17 (10.97%) C++
8 13 (8.39%) C
9 7 (4.52%) MATLAB
9 7 (4.52%) R
10 3 (1.94%) Scala
11 1 (0.65%) Data Analysis Expressions (DAX)
11 1 (0.65%) PL/SQL
11 1 (0.65%) T-SQL
11 1 (0.65%) VB.NET
11 1 (0.65%) VBA
11 1 (0.65%) WebLogic Scripting Tool
11 1 (0.65%) XPath
Qualifications
1 119 (76.77%) Degree
2 48 (30.97%) Computer Science Degree
3 17 (10.97%) Numerate Degree
4 2 (1.29%) Master's Degree
4 2 (1.29%) Security Cleared
5 1 (0.65%) ACCA
5 1 (0.65%) BC Cleared
5 1 (0.65%) CISA
5 1 (0.65%) CISM
5 1 (0.65%) CISSP
5 1 (0.65%) CRISC
5 1 (0.65%) ISTQB
5 1 (0.65%) MCP
5 1 (0.65%) MCSE
5 1 (0.65%) Microsoft Certification
5 1 (0.65%) PhD
5 1 (0.65%) PRINCE2 Certification
5 1 (0.65%) SC Cleared
Quality Assurance & Compliance
1 10 (6.45%) QA
2 7 (4.52%) ISO/IEC 27001
3 3 (1.94%) ISO 9001
4 1 (0.65%) Disclosure Scotland
4 1 (0.65%) IFRS
4 1 (0.65%) ISO 14001
System Software
1 12 (7.74%) Firmware
2 1 (0.65%) Apache Flume
2 1 (0.65%) Docker
2 1 (0.65%) HDFS
2 1 (0.65%) Postfix
2 1 (0.65%) VirtualBox
2 1 (0.65%) VMware Infrastructure
Systems Management
1 3 (1.94%) Puppet
2 1 (0.65%) Ansible
2 1 (0.65%) CA Service Virtualization
2 1 (0.65%) Oozie
2 1 (0.65%) Terraform
2 1 (0.65%) ZABBIX
Vendors
1 27 (17.42%) Microsoft
2 10 (6.45%) Adobe
3 7 (4.52%) Capita
4 6 (3.87%) Optimizely
5 4 (2.58%) Oracle
6 3 (1.94%) Avaya
6 3 (1.94%) CA
6 3 (1.94%) Charles River
7 2 (1.29%) Compuware
7 2 (1.29%) Informatica
7 2 (1.29%) Tableau
8 1 (0.65%) Cloudera
8 1 (0.65%) HP
8 1 (0.65%) IBM
8 1 (0.65%) Kofax
8 1 (0.65%) Perforce
8 1 (0.65%) VMware