The table below looks at the prevalence of the term Mathematics in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Mathematics over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 158 156 142
Rank change year-on-year
-2 -14
Permanent jobs citing Mathematics 1938 2149 2402
As % of all permanent IT jobs located in England 2.11% 2.09% 2.21%
As % of the Miscellaneous category 5.09% 5.00% 5.42%
Number of salaries quoted 1664 1817 1925
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year
+6.25% -5.88%
90% offered a salary of more than £24,500 £24,000 £24,500
10% offered a salary of more than £80,000 £70,000 £72,500
UK excluding London median salary £38,000 £37,500 £37,500
% change year-on-year
+1.33% -
Mathematics
UK

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the England region.

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38097 42949 44320
As % of all permanent IT jobs located in England 41.55% 41.74% 40.74%
Number of salaries quoted 31581 34341 35310
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,500 £27,500 £28,750
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Mathematics
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Mathematics as a proportion of all IT jobs with a match in the Miscellaneous category.

Mathematics Jobs Demand Trend in England

Mathematics
Salary Trend in England

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

Mathematics Salary Trend in England

Mathematics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Mathematics across the England region over the 3 months to 26 July 2016.

Mathematics Salary Histogram in England

Mathematics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the England region over the 3 months to 26 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -16 879 £56,500 +13.00% 148
South East +16 423 £37,500 -1.31% 38
East of England +25 274 £40,000 - 50
West Midlands -9 89 £32,500 -7.14% 8
South West -1 88 £49,000 +41.00% 24
Yorkshire +65 81 £40,000 +60.00% 7
East Midlands +12 81 £37,000 -5.12% 9
North West +13 53 £38,035 +8.67% 10
North East +4 13 £32,000 -36.00% 2
Mathematics
UK

Mathematics
Top 30 Related IT Skills in England

For the 6 months to 26 July 2016, 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 England region with a requirement for Mathematics.

1 2828 (67.06%) Degree
2 2204 (52.26%) Computer Science
3 1428 (33.86%) SQL
4 1237 (29.33%) Finance
5 1231 (29.19%) Java
6 1108 (26.27%) C++
7 1102 (26.13%) Physics
8 1061 (25.16%) C#
9 1028 (24.38%) Software Engineering
10 1014 (24.05%) Python
11 965 (22.88%) Agile Software Development
12 807 (19.14%) Analytical Skills
13 764 (18.12%) Analytics
14 720 (17.07%) .NET
15 665 (15.77%) Statistics
16 622 (14.75%) Linux
17 621 (14.73%) JavaScript
18 580 (13.75%) SQL Server
19 559 (13.26%) C
19 559 (13.26%) OO
20 553 (13.11%) HTML
21 535 (12.69%) Microsoft
22 481 (11.41%) PhD
23 459 (10.88%) Windows
24 458 (10.86%) Algorithms
25 421 (9.98%) Oracle
26 417 (9.89%) Machine Learning
27 400 (9.49%) Big Data
28 389 (9.22%) CSS
29 354 (8.39%) MS Excel

Mathematics
Top Related IT Skills in England 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
1 226 (5.36%) SAS
2 209 (4.96%) Apache Spark
3 96 (2.28%) JBoss
4 89 (2.11%) GlassFish
5 77 (1.83%) WildFly
6 72 (1.71%) Apache
7 70 (1.66%) SharePoint
8 53 (1.26%) IIS
9 47 (1.11%) Elasticsearch
10 41 (0.97%) MS Exchange
11 40 (0.95%) Tomcat
12 27 (0.64%) Apache Pig
13 24 (0.57%) OpenStack
14 18 (0.43%) WordPress
15 15 (0.36%) CMS
16 14 (0.33%) Confluence
17 12 (0.28%) Skype for Business
18 11 (0.26%) WebLogic
19 10 (0.24%) Jetty
20 8 (0.19%) Apache Solr
Applications
1 354 (8.39%) MS Excel
2 197 (4.67%) MS Office
3 104 (2.47%) MS PowerPoint
4 91 (2.16%) SPSS
5 27 (0.64%) MS Visio
6 25 (0.59%) Spreadsheet
7 10 (0.24%) GNU Octave
8 9 (0.21%) MS Project
9 8 (0.19%) Photoshop
9 8 (0.19%) Stata
9 8 (0.19%) XMetaL
10 5 (0.12%) Gephi
10 5 (0.12%) SOLIDWORKS
11 4 (0.095%) EViews
11 4 (0.095%) InfoPath
11 4 (0.095%) Simulink
11 4 (0.095%) Weka
12 3 (0.071%) Mathematica
12 3 (0.071%) S-PLUS
13 2 (0.047%) Maya
Business Applications
1 13 (0.31%) Dynamics CRM
2 12 (0.28%) Oracle Procure-to-Pay
2 12 (0.28%) SAP Oil and Gas
3 11 (0.26%) FastStats
3 11 (0.26%) Magento
3 11 (0.26%) ReMetrica
4 9 (0.21%) Shopify
5 8 (0.19%) Infor M3
6 6 (0.14%) Cognos Business Intelligence
7 4 (0.095%) Salesforce.com CRM
7 4 (0.095%) SystmOne
8 3 (0.071%) WebTrends
9 2 (0.047%) Advent Portfolio Exchange
9 2 (0.047%) Global One
9 2 (0.047%) Line 50
9 2 (0.047%) Oracle Applications
9 2 (0.047%) Oracle EBS
10 1 (0.024%) Oracle AML
10 1 (0.024%) ProductWriter
10 1 (0.024%) SAP ERP
Cloud Services
1 146 (3.46%) Amazon AWS
2 71 (1.68%) Microsoft Azure
3 64 (1.52%) SaaS
4 58 (1.38%) Google Analytics
5 33 (0.78%) GitHub
6 32 (0.76%) Office 365
7 21 (0.50%) Amazon EC2
8 19 (0.45%) Amazon S3
9 17 (0.40%) Cloud Computing
10 16 (0.38%) Adobe Analytics
10 16 (0.38%) PaaS
11 14 (0.33%) Google Cloud Platform
12 9 (0.21%) IaaS
13 8 (0.19%) Amazon Kinesis
13 8 (0.19%) AWS Elastic Beanstalk
13 8 (0.19%) Google Tag Manager
14 7 (0.17%) Heroku
15 6 (0.14%) AdWords
16 5 (0.12%) Google App Engine
16 5 (0.12%) iTunes
Communications & Networking
1 82 (1.94%) Internet
2 79 (1.87%) Firewall
3 78 (1.85%) Network Security
4 70 (1.66%) TCP/IP
5 47 (1.11%) Wireless
6 43 (1.02%) WAN
7 42 (1.00%) LAN
8 35 (0.83%) DNS
9 25 (0.59%) VPN
10 23 (0.55%) DHCP
10 23 (0.55%) VoIP
11 22 (0.52%) Ethernet
11 22 (0.52%) MPLS
12 18 (0.43%) HTTP
13 16 (0.38%) PBX
13 16 (0.38%) SAN
14 15 (0.36%) BGP
14 15 (0.36%) Intranet
14 15 (0.36%) OSPF
15 13 (0.31%) Wi-Fi
Database & Business Intelligence
1 580 (13.75%) SQL Server
2 400 (9.49%) Big Data
3 253 (6.00%) Hadoop
4 228 (5.41%) MySQL
5 225 (5.34%) NoSQL
6 157 (3.72%) Data Mining
6 157 (3.72%) PostgreSQL
7 150 (3.56%) MongoDB
8 141 (3.34%) Data Warehouse
9 139 (3.30%) Apache Cassandra
10 121 (2.87%) Relational Database
11 98 (2.32%) SQL Server Reporting Services
12 75 (1.78%) SQL Server 2008
13 73 (1.73%) Apache Hive
13 73 (1.73%) SQL Server Integration Services
14 56 (1.33%) Oracle Database
15 52 (1.23%) RDBMS
16 48 (1.14%) SQL Server 2012
17 44 (1.04%) Redis
18 39 (0.92%) QlikView
Development Applications
1 181 (4.29%) Visual Studio
2 160 (3.79%) Git (software)
3 157 (3.72%) Team Foundation Server
4 147 (3.49%) JUnit
5 121 (2.87%) Jenkins
6 118 (2.80%) Selenium
7 99 (2.35%) Maven
8 96 (2.28%) NUnit
9 94 (2.23%) Subversion
10 88 (2.09%) Hudson
11 77 (1.83%) JBehave
12 59 (1.40%) JIRA
13 58 (1.38%) Gradle
14 50 (1.19%) Cucumber
15 43 (1.02%) TeamCity
16 42 (1.00%) RSpec
17 40 (0.95%) Rhino Mocks
18 33 (0.78%) WATIR
19 32 (0.76%) Eclipse
20 30 (0.71%) HP UFT
General
1 1237 (29.33%) Finance
2 346 (8.20%) Banking
3 305 (7.23%) Marketing
4 244 (5.79%) Front Office
5 208 (4.93%) Games
5 208 (4.93%) Telecoms
6 193 (4.58%) Retail
7 72 (1.71%) Investment Banking
8 66 (1.57%) Legal
9 65 (1.54%) Billing
10 64 (1.52%) Advertising
10 64 (1.52%) Automotive
11 62 (1.47%) Electronics
12 61 (1.45%) Aerospace
13 57 (1.35%) Manufacturing
14 55 (1.30%) Pharmaceutical
15 42 (1.00%) Financial Institution
16 41 (0.97%) Back Office
17 25 (0.59%) French Language
17 25 (0.59%) International Banking
Job Titles
1 1770 (41.97%) Developer
2 746 (17.69%) Analyst
3 502 (11.90%) Graduate
4 483 (11.45%) Java Developer
5 461 (10.93%) Software Engineer
6 412 (9.77%) C# Developer
7 382 (9.06%) Software Developer
8 373 (8.85%) Senior Developer
9 325 (7.71%) .NET Developer
10 293 (6.95%) Data Scientist
11 258 (6.12%) Junior
12 254 (6.02%) C# .NET Developer
13 236 (5.60%) C++ Developer
14 205 (4.86%) SQL Developer
15 186 (4.41%) Consultant
16 178 (4.22%) Data Analyst
17 162 (3.84%) Python Developer
18 160 (3.79%) Graduate Developer
19 152 (3.60%) C# Software Developer
20 146 (3.46%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 720 (17.07%) .NET
2 553 (13.11%) HTML
3 389 (9.22%) CSS
4 292 (6.92%) ASP.NET
5 242 (5.74%) HTML5
6 235 (5.57%) XML
7 224 (5.31%) Spring
8 220 (5.22%) Web Services
9 196 (4.65%) AngularJS
10 178 (4.22%) jQuery
11 161 (3.82%) CSS3
12 138 (3.27%) WPF
13 137 (3.25%) RESTful
14 135 (3.20%) ASP.NET MVC
15 115 (2.73%) Hibernate
15 115 (2.73%) Java EE
16 112 (2.66%) OpenGL
17 100 (2.37%) .NET Framework
18 96 (2.28%) JAX-RS
19 95 (2.25%) STL
Miscellaneous
1 2204 (52.26%) Computer Science
2 1102 (26.13%) Physics
3 807 (19.14%) Analytical Skills
4 665 (15.77%) Statistics
5 458 (10.86%) Algorithms
6 214 (5.07%) Economics
7 208 (4.93%) Visualisation
8 181 (4.29%) Management Information System
9 169 (4.01%) Hedge funds
10 140 (3.32%) Artificial Intelligence
11 100 (2.37%) User Experience
12 95 (2.25%) Derivative
12 95 (2.25%) Fintech
13 81 (1.92%) Mobile App
14 76 (1.80%) Equities
15 73 (1.73%) Embedded Systems
16 71 (1.68%) 3D Graphics
16 71 (1.68%) Foreign Exchange (FX)
17 69 (1.64%) Applied Mathematics
18 68 (1.61%) Data Structures
Operating Systems
1 622 (14.75%) Linux
2 459 (10.88%) Windows
3 225 (5.34%) Unix
4 109 (2.58%) Android
5 102 (2.42%) Windows Server
6 81 (1.92%) Apple iOS
7 36 (0.85%) Windows 7
8 30 (0.71%) Red Hat Enterprise Linux
9 23 (0.55%) Windows 8
10 22 (0.52%) Windows Server 2008
11 21 (0.50%) Mac OS X
12 16 (0.38%) Windows Server 2012
13 15 (0.36%) CentOS
13 15 (0.36%) Windows 10
14 11 (0.26%) Windows Server 2003
15 10 (0.24%) Debian
16 9 (0.21%) BlackBerry OS
16 9 (0.21%) Ubuntu
17 8 (0.19%) VxWorks
18 7 (0.17%) Solaris
Processes & Methodologies
1 1028 (24.38%) Software Engineering
2 965 (22.88%) Agile Software Development
3 764 (18.12%) Analytics
4 559 (13.26%) OO
5 417 (9.89%) Machine Learning
6 324 (7.68%) TDD
7 290 (6.88%) Scrum
8 277 (6.57%) SDLC
9 264 (6.26%) Unit Testing
10 239 (5.67%) Business Intelligence
11 236 (5.60%) Data Analysis
12 235 (5.57%) Open Source
13 231 (5.48%) Data Analytics
14 225 (5.34%) Multithreading
14 225 (5.34%) MVC
15 201 (4.77%) Continuous Integration
16 195 (4.62%) OOP
17 194 (4.60%) OOD
18 186 (4.41%) Mentoring
19 181 (4.29%) ITIL
Programming Languages
1 1428 (33.86%) SQL
2 1231 (29.19%) Java
3 1108 (26.27%) C++
4 1061 (25.16%) C#
5 1014 (24.05%) Python
6 621 (14.73%) JavaScript
7 559 (13.26%) C
8 308 (7.30%) R
9 214 (5.07%) Scala
10 184 (4.36%) MATLAB
11 153 (3.63%) Ruby
12 143 (3.39%) VBA
13 120 (2.85%) T-SQL
14 98 (2.32%) Perl
15 90 (2.13%) PHP
16 86 (2.04%) VB.NET
17 83 (1.97%) PL/SQL
18 68 (1.61%) Clojure
19 52 (1.23%) TypeScript
19 52 (1.23%) VB
Qualifications
1 2828 (67.06%) Degree
2 481 (11.41%) PhD
3 139 (3.30%) Security Cleared
4 77 (1.83%) CISSP
5 59 (1.40%) ISEB
5 59 (1.40%) Microsoft Certification
6 58 (1.38%) ISTQB
7 55 (1.30%) SC Cleared
8 54 (1.28%) DV Cleared
9 52 (1.23%) CISM
9 52 (1.23%) ISTQB Foundation Certification
10 46 (1.09%) CISA
11 32 (0.76%) CESG Certified Professional
12 31 (0.74%) Cisco Certification
13 30 (0.71%) ISTQB Advanced Certification
14 27 (0.64%) CRISC
15 24 (0.57%) MCP
16 23 (0.55%) GIAC
17 17 (0.40%) CCNA
17 17 (0.40%) CCNP
Quality Assurance & Compliance
1 203 (4.81%) QA
2 66 (1.57%) Data Quality
3 65 (1.54%) SLA
4 38 (0.90%) ISO/IEC 27001
5 16 (0.38%) PCI DSS
5 16 (0.38%) Solvency II
6 11 (0.26%) MiFID
7 10 (0.24%) ISO 9001
8 9 (0.21%) HMG Security Policy Framework
8 9 (0.21%) Sarbanes-Oxley
9 8 (0.19%) ISO27002
9 8 (0.19%) RMADS
10 7 (0.17%) ISO27005
11 6 (0.14%) ISAE 3402
11 6 (0.14%) WAI
12 5 (0.12%) CRD IV
12 5 (0.12%) Def Stans
12 5 (0.12%) Dodd-Frank
13 4 (0.095%) COREP
13 4 (0.095%) FINREP
System Software
1 78 (1.85%) Docker
2 65 (1.54%) Active Directory
3 52 (1.23%) VMware Infrastructure
4 32 (0.76%) Firmware
5 22 (0.52%) Apache ZooKeeper
6 16 (0.38%) HDFS
6 16 (0.38%) Hyper-V
7 12 (0.28%) Cygwin
8 10 (0.24%) VMware ESX
9 9 (0.21%) Virtual Machines
10 8 (0.19%) ISA Server
10 8 (0.19%) Oracle RAC
11 7 (0.17%) Terminal Services
11 7 (0.17%) VirtualBox
12 6 (0.14%) Apache Flume
12 6 (0.14%) Microsoft Virtual Server
12 6 (0.14%) Virtual Servers
13 5 (0.12%) Snort
13 5 (0.12%) VMware ESXi
13 5 (0.12%) vSphere
Systems Management
1 60 (1.42%) Puppet
2 23 (0.55%) Opscode Chef
3 17 (0.40%) HP Quality Center
4 12 (0.28%) Ansible
5 11 (0.26%) Data Guard
5 11 (0.26%) SCOM
6 9 (0.21%) Oracle RMAN
6 9 (0.21%) WSUS
7 8 (0.19%) Mesos
7 8 (0.19%) Microsoft Data Protection Manager
7 8 (0.19%) SCDPM
8 7 (0.17%) Nessus
8 7 (0.17%) Nmap
9 6 (0.14%) CFEngine
9 6 (0.14%) FortiGate
9 6 (0.14%) QRadar
9 6 (0.14%) SCCM
10 5 (0.12%) Backup Exec
11 4 (0.095%) Cisco IPCC
11 4 (0.095%) SCVMM
Vendors
1 535 (12.69%) Microsoft
2 421 (9.98%) Oracle
3 117 (2.77%) Tableau
4 95 (2.25%) Google
5 89 (2.11%) Cisco
6 70 (1.66%) Facebook
7 60 (1.42%) VMware
8 55 (1.30%) SAP
9 51 (1.21%) IBM
10 42 (1.00%) Twitter
11 33 (0.78%) Citrix
12 32 (0.76%) TOWER Software
13 31 (0.74%) Hortonworks
14 30 (0.71%) Cloudera
14 30 (0.71%) HP
15 29 (0.69%) Informatica
16 28 (0.66%) Cognos
16 28 (0.66%) StreamBase
17 25 (0.59%) Remedy
18 24 (0.57%) Red Hat
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 13 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 14 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 14 hours ago
Exeter, Devon
set2recruit
Salary: Competitive salary based on experience.
Posted: 12 hours ago
North London
Ashdown IT
Salary: £45000 per annum
Posted: 20 hours ago
City, London
Harrington Starr
Salary: £35000 - £40000 per annum + Bonus + Benefits + Training
Posted: 17 hours ago
Leeds, West Yorkshire
Searchability
Salary: £22000 - £23000 per annum
Posted: 12 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 14 hours ago
Central London / West End
Quant Capital
Salary: Up to £80,000 per annum + £10k + benefits
Posted: 11 hours ago
Manchester, Lancashire
Mortimer Spinks
Posted: 19 hours ago
London
Mortimer Spinks
Posted: 19 hours ago
Central London / West End
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £45000 per annum
Posted: 15 hours ago
Manchester, Lancashire
The Bridge Ltd
Salary: From £45,000 to £60,000 per annum plus benefits
Posted: 13 hours ago
City, London
ClearCube Consulting
Salary: From £70,000 to £85,000 per annum
Posted: 13 hours ago
City, London
Harrington Starr
Salary: £20000 - £25000 per annum + Bonus + Benefits + Training
Posted: 13 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £32000.00 per annum + Benefits
Posted: 15 hours ago
Bradford, West Yorkshire
The Bridge Ltd
Salary: Up to £40,000 per annum plus benefits
Posted: 13 hours ago
City, London
Harrington Starr
Posted: 11 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + benefits + options
Posted: 19 hours ago
North London
Client Server
Salary: £50k to £80k + benefits
Posted: Yesterday
Swindon, Wiltshire
Opus Recruitment Solutions Ltd
Salary: £35000 - £45000 per annum, Benefits Fantastic Benefits Package
Posted: 19 hours ago
Nottingham, Nottinghamshire
Experis Ltd
Salary: £20000 - £25000 per annum + benefits
Posted: Yesterday
Warrington, Cheshire
ENTERPRISE RECRUITMENT LTD
Salary: From £40,000 to £45,000 per annum
Posted: 15 hours ago
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £40000 per annum
Posted: 15 hours ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year
Posted: 15 hours ago
London
Exposed Solutions
Salary: £60000 - £75000 per annum
Posted: 18 hours ago
City, London
McGregor Boyall
Salary: £400 - £425 per day
Posted: Yesterday
City, London
Computer People
Salary: £20000.00 - £25000.00 per annum + Benefits
Posted: 20 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £46k plus benefits package
Posted: 19 hours ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus (100%+) + benefits
Posted: Yesterday