Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
South East > Berkshire
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 78 118 150
Rank change year-on-year +40 +32 +40
Permanent jobs citing Mathematics 225 141 164
As % of all permanent IT jobs advertised in Berkshire 3.60% 2.31% 1.90%
As % of the Processes & Methodologies category 3.97% 2.64% 2.09%
Number of salaries quoted 156 108 135
Berkshire median annual salary £35,000 £32,500 £37,500
Median salary % change year-on-year +7.69% -13.33% +7.14%
10th Percentile £25,000 £24,250 £22,750
90th Percentile £67,500 £63,750 £54,500
South East median annual salary £45,000 £41,875 £37,500
% change year-on-year +7.46% +11.67% -3.85%

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 5,673 5,331 7,860
As % of all permanent IT jobs advertised in Berkshire 90.83% 87.51% 90.83%
Number of salaries quoted 4,508 4,190 6,071
Berkshire median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - -
10th Percentile £30,000 £27,750 £30,000
90th Percentile £75,000 £75,000 £75,000
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 20 October 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 20 October 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
Reading +17 67 £50,000 +66.67% 6
Newbury +45 50 £30,000 -25.00% 2
Bracknell +3 48 £57,500 - 2
Slough +23 33 £29,500 -39.49% 4
Maidenhead -49 8 £15,000 -43.40% 3
Windsor - 1 £40,000 -
Mathematics
South East

For the 6 months to 20 October 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.

1 190 (84.44%) Degree
2 113 (50.22%) Computer Science
3 83 (36.89%) JavaScript
4 81 (36.00%) Python
5 77 (34.22%) Java
6 75 (33.33%) Agile Software Development
7 65 (28.89%) SQL
8 63 (28.00%) Finance
8 63 (28.00%) Software Engineering
8 63 (28.00%) Physics
9 62 (27.56%) Computer Science Degree
10 53 (23.56%) C#
11 47 (20.89%) SQL Server
11 47 (20.89%) Business Intelligence
12 43 (19.11%) Statistics
13 42 (18.67%) Telecoms
14 41 (18.22%) .NET
14 41 (18.22%) Git (software)
14 41 (18.22%) Big Data
15 38 (16.89%) Problem-Solving
16 37 (16.44%) Analytics
16 37 (16.44%) Microsoft
17 36 (16.00%) Microsoft Azure
17 36 (16.00%) Tableau
18 35 (15.56%) Test Automation
18 35 (15.56%) Linux
18 35 (15.56%) ASP.NET
19 34 (15.11%) HTML
19 34 (15.11%) Power BI
20 33 (14.67%) Algorithms

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 28 (12.44%) Apache Spark
2 24 (10.67%) Apache
2 24 (10.67%) SAS
3 21 (9.33%) Tomcat
4 10 (4.44%) Confluence
5 9 (4.00%) Elasticsearch
6 4 (1.78%) Apache Pig
6 4 (1.78%) nginx
6 4 (1.78%) Oracle Workflow
6 4 (1.78%) SharePoint
7 3 (1.33%) CMS
8 2 (0.89%) OpenStack
Applications
1 19 (8.44%) Microsoft Excel
2 12 (5.33%) Microsoft Office
3 6 (2.67%) Microsoft Project
3 6 (2.67%) MS Visio
4 1 (0.44%) Microsoft PowerPoint
4 1 (0.44%) Spreadsheet
4 1 (0.44%) SPSS
Business Applications
1 4 (1.78%) Dynamics CRM
1 4 (1.78%) Scribe Insight
Cloud Services
1 36 (16.00%) Microsoft Azure
2 13 (5.78%) Amazon AWS
2 13 (5.78%) GitHub
3 9 (4.00%) Cloud Computing
4 8 (3.56%) Amazon EC2
4 8 (3.56%) Office 365
5 6 (2.67%) Adobe Analytics
6 4 (1.78%) Amazon ElastiCache
6 4 (1.78%) Amazon EMR
6 4 (1.78%) Amazon S3
6 4 (1.78%) AWS CloudFormation
6 4 (1.78%) AWS Elastic Beanstalk
6 4 (1.78%) AWS Lambda
6 4 (1.78%) CloudFront
6 4 (1.78%) Dynamics 365
6 4 (1.78%) Route 53
6 4 (1.78%) Scribe Online
6 4 (1.78%) Serverless
6 4 (1.78%) Virtual Private Cloud
Communications & Networking
1 13 (5.78%) Bluetooth
2 7 (3.11%) RFID
3 6 (2.67%) 2G
3 6 (2.67%) 3G
3 6 (2.67%) 802.15
3 6 (2.67%) DHCP
3 6 (2.67%) DNS
3 6 (2.67%) ICMP
3 6 (2.67%) LAN
3 6 (2.67%) TCP/IP
3 6 (2.67%) WAN
3 6 (2.67%) Wi-Fi
3 6 (2.67%) Wireless
3 6 (2.67%) ZigBee
4 4 (1.78%) Firewall
4 4 (1.78%) HTTP
4 4 (1.78%) SNMP
4 4 (1.78%) VPN
5 2 (0.89%) Internet
5 2 (0.89%) VSAN
Database & Business Intelligence
1 47 (20.89%) SQL Server
2 41 (18.22%) Big Data
3 34 (15.11%) Power BI
4 30 (13.33%) MySQL
5 28 (12.44%) Apache Hive
5 28 (12.44%) Hadoop
6 26 (11.56%) Text Mining
7 24 (10.67%) SAP HANA
8 21 (9.33%) NoSQL
9 16 (7.11%) SQL Server Integration Services
10 15 (6.67%) RDBMS
10 15 (6.67%) Relational Database
11 12 (5.33%) SQL Server Reporting Services
12 9 (4.00%) CouchDB
13 8 (3.56%) Apache Cassandra
13 8 (3.56%) MongoDB
13 8 (3.56%) SQL Server Analysis Services
14 4 (1.78%) Data Warehouse
14 4 (1.78%) HBase
14 4 (1.78%) QlikView
Development Applications
1 41 (18.22%) Git (software)
2 29 (12.89%) Jenkins
3 23 (10.22%) JIRA
4 21 (9.33%) Eclipse
5 20 (8.89%) Subversion
6 12 (5.33%) Team Foundation Server
7 11 (4.89%) Maven
8 9 (4.00%) Cucumber
8 9 (4.00%) Selenium
9 5 (2.22%) Bugzilla
9 5 (2.22%) HP UFT
9 5 (2.22%) Sonatype Nexus
9 5 (2.22%) TeamCity
10 4 (1.78%) Atlassian Bamboo
10 4 (1.78%) Oracle Forms
10 4 (1.78%) Vagrant
10 4 (1.78%) VersionOne
11 1 (0.44%) Gradle
11 1 (0.44%) Mockito
11 1 (0.44%) SonarQube
General
1 63 (28.00%) Finance
2 42 (18.67%) Telecoms
3 27 (12.00%) Retail
4 23 (10.22%) Marketing
5 12 (5.33%) Electronics
6 9 (4.00%) Manufacturing
7 7 (3.11%) Banking
8 4 (1.78%) Back Office
9 3 (1.33%) Front Office
9 3 (1.33%) Investment Banking
10 2 (0.89%) Legal
10 2 (0.89%) Military
11 1 (0.44%) Automotive
Job Titles
1 82 (36.44%) Developer
2 52 (23.11%) Senior Developer
3 46 (20.44%) Graduate
4 34 (15.11%) Software Engineer
5 33 (14.67%) Java Developer
6 28 (12.44%) Analyst
7 27 (12.00%) Data Scientist
8 23 (10.22%) Test Analyst
9 18 (8.00%) Web Developer
10 17 (7.56%) Applications Developer
10 17 (7.56%) Graduate Software Engineer
10 17 (7.56%) Senior Applications Developer
10 17 (7.56%) Senior Web Applications Developer
10 17 (7.56%) Senior Web Developer
10 17 (7.56%) Web Applications Developer
11 15 (6.67%) Senior Java Developer
12 13 (5.78%) Graduate Analyst
12 13 (5.78%) Junior
12 13 (5.78%) Senior Data Scientist
13 12 (5.33%) Graduate Test Analyst
Libraries, Frameworks & Software Standards
1 41 (18.22%) .NET
2 35 (15.56%) ASP.NET
3 34 (15.11%) HTML
4 28 (12.44%) Kafka
5 25 (11.11%) jQuery
6 24 (10.67%) D3.js
6 24 (10.67%) ggplot
7 18 (8.00%) AngularJS
7 18 (8.00%) HTML5
8 17 (7.56%) .NET Framework
8 17 (7.56%) Ajax
8 17 (7.56%) WebSockets
9 16 (7.11%) WPF
10 13 (5.78%) XML
11 11 (4.89%) CSS
12 9 (4.00%) React
12 9 (4.00%) WCF
13 8 (3.56%) Backbone.js
13 8 (3.56%) Entity Framework
13 8 (3.56%) JSON
Miscellaneous
1 113 (50.22%) Computer Science
2 33 (14.67%) Algorithms
3 29 (12.89%) Analytical Skills
4 24 (10.67%) Social Network
5 19 (8.44%) Fintech
6 10 (4.44%) Self-Motivation
7 8 (3.56%) Greenfield Project
8 7 (3.11%) Embedded Systems
8 7 (3.11%) Enterprise Software
8 7 (3.11%) User Experience
9 6 (2.67%) Mobile App
10 4 (1.78%) PMI
10 4 (1.78%) Private Cloud
11 3 (1.33%) Derivative
11 3 (1.33%) Foreign Exchange (FX)
12 1 (0.44%) Data Centre
12 1 (0.44%) Hybrid Cloud
12 1 (0.44%) Video Conferencing
Operating Systems
1 35 (15.56%) Linux
2 25 (11.11%) Unix
3 16 (7.11%) Windows
4 5 (2.22%) Red Hat Enterprise Linux
5 4 (1.78%) CentOS
6 1 (0.44%) Android
6 1 (0.44%) Apple iOS
Processes & Methodologies
1 75 (33.33%) Agile Software Development
2 63 (28.00%) Physics
2 63 (28.00%) Software Engineering
3 47 (20.89%) Business Intelligence
4 43 (19.11%) Statistics
5 38 (16.89%) Problem-Solving
6 37 (16.44%) Analytics
7 35 (15.56%) Test Automation
8 33 (14.67%) Data Science
9 31 (13.78%) Data Visualisation
9 31 (13.78%) Visualisation
10 30 (13.33%) Continuous Integration
10 30 (13.33%) Data Security
11 29 (12.89%) Scrum
12 28 (12.44%) Data Modelling
13 27 (12.00%) Decision-Making
13 27 (12.00%) Project Management
14 26 (11.56%) Random Forest
15 25 (11.11%) OO
16 24 (10.67%) Econometrics
Programming Languages
1 83 (36.89%) JavaScript
2 81 (36.00%) Python
3 77 (34.22%) Java
4 65 (28.89%) SQL
5 53 (23.56%) C#
6 33 (14.67%) C
7 29 (12.89%) PHP
8 27 (12.00%) R
9 24 (10.67%) C++
10 12 (5.33%) Go
11 10 (4.44%) PowerShell
12 9 (4.00%) Cython
13 8 (3.56%) Shell Script
14 6 (2.67%) Bash Shell
14 6 (2.67%) Ruby
14 6 (2.67%) Scala
15 4 (1.78%) VB.NET
16 3 (1.33%) MATLAB
17 1 (0.44%) Objective-C
17 1 (0.44%) T-SQL
Qualifications
1 190 (84.44%) Degree
2 62 (27.56%) Computer Science Degree
3 29 (12.89%) Numerate Degree
4 6 (2.67%) ISTQB
4 6 (2.67%) ISTQB Foundation Certification
4 6 (2.67%) NVQ Level 3
5 2 (0.89%) Master's Degree
6 1 (0.44%) ACCA
6 1 (0.44%) CISA
6 1 (0.44%) CISM
6 1 (0.44%) CISSP
6 1 (0.44%) CRISC
6 1 (0.44%) MCSE
6 1 (0.44%) Microsoft Certification
6 1 (0.44%) PhD
6 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 30 (13.33%) QA
2 4 (1.78%) PMBOK
3 2 (0.89%) ISO/IEC 27001
4 1 (0.44%) IFRS
System Software
1 20 (8.89%) Firmware
2 9 (4.00%) VMware Infrastructure
3 4 (1.78%) Active Directory
3 4 (1.78%) Apache Flume
3 4 (1.78%) Docker
3 4 (1.78%) HDFS
3 4 (1.78%) Virtual Machines
3 4 (1.78%) VMware Server
4 2 (0.89%) Ceph
Systems Management
1 24 (10.67%) Hadoop YARN
2 8 (3.56%) Ansible
2 8 (3.56%) Kubernetes
2 8 (3.56%) Opscode Chef
2 8 (3.56%) Puppet
3 6 (2.67%) HP ALM
4 4 (1.78%) Docker Swarm
4 4 (1.78%) Kibana
4 4 (1.78%) Mesos
4 4 (1.78%) Nagios
4 4 (1.78%) Oozie
4 4 (1.78%) Rancher
4 4 (1.78%) Rundeck
4 4 (1.78%) Salt
4 4 (1.78%) Terraform
5 2 (0.89%) Computer Emergency Response Teams
Vendors
1 37 (16.44%) Microsoft
2 36 (16.00%) Tableau
3 29 (12.89%) SAP
4 12 (5.33%) Oracle
5 10 (4.44%) HP
6 9 (4.00%) VMware
7 7 (3.11%) Red Hat
8 6 (2.67%) Adobe
8 6 (2.67%) Atlassian
8 6 (2.67%) Optimizely
8 6 (2.67%) Remedy
9 4 (1.78%) CA Agile Central
9 4 (1.78%) Citrix
9 4 (1.78%) Cloudera
9 4 (1.78%) Hortonworks
9 4 (1.78%) Huawei
9 4 (1.78%) Salesforce.com
9 4 (1.78%) ServiceNow
10 3 (1.33%) Avaya
10 3 (1.33%) Charles River