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 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 153 164 131
Rank change year-on-year
+11 -33
Permanent jobs citing Mathematics 2057 1945 2733
As % of all permanent IT jobs located in England 2.20% 1.95% 2.48%
As % of the Miscellaneous category 5.22% 4.79% 5.94%
Number of salaries quoted 1737 1575 2308
Median salary £47,500 £40,000 £45,000
Median salary % change year-on-year
+18.75% -11.11%
90% offered a salary of more than £26,000 £24,425 £24,601
10% offered a salary of more than £80,350 £70,000 £72,500
UK excluding London median salary £40,000 £37,500 £40,000
% change year-on-year
+6.66% -6.25%
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
39393 40599 46045
As % of all permanent IT jobs located in England 42.19% 40.74% 41.70%
Number of salaries quoted 32507 32400 37198
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £29,500 £27,500 £28,500
10% offered a salary of more than £80,000 £75,000 £75,000
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 27 May 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 27 May 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 0 943 £60,000 +20.00% 121
South East +43 467 £38,500 -3.75% 54
East of England +36 260 £41,500 +3.75% 44
South West -18 112 £42,000 +23.52% 27
West Midlands 0 105 £40,000 +33.33% 10
East Midlands +35 69 £37,500 +17.18% 8
Yorkshire +29 65 £36,000 +20.00% 15
North West +13 58 £36,000 +12.50% 22
North East -26 3 £32,000 -36.00% 2
Mathematics
UK

Mathematics
Top 30 Related IT Skills in England

For the 6 months to 27 May 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 2941 (67.47%) Degree
2 2298 (52.72%) Computer Science
3 1566 (35.93%) SQL
4 1410 (32.35%) Java
5 1401 (32.14%) Finance
6 1156 (26.52%) Agile Software Development
7 1104 (25.33%) C#
8 1101 (25.26%) C++
9 1098 (25.19%) Software Engineering
10 1035 (23.74%) Physics
11 986 (22.62%) Python
12 820 (18.81%) Analytical Skills
13 807 (18.51%) Analytics
14 701 (16.08%) JavaScript
15 695 (15.94%) .NET
16 691 (15.85%) Statistics
17 657 (15.07%) SQL Server
18 655 (15.03%) Linux
19 609 (13.97%) HTML
20 594 (13.63%) OO
21 567 (13.01%) Microsoft
22 532 (12.20%) C
23 463 (10.62%) Big Data
24 461 (10.58%) Oracle
25 454 (10.42%) PhD
26 450 (10.32%) Algorithms
27 427 (9.80%) CSS
28 407 (9.34%) TDD
29 405 (9.29%) Machine Learning
30 396 (9.08%) Windows

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
1 250 (5.74%) Apache Spark
2 232 (5.32%) SAS
3 119 (2.73%) JBoss
4 116 (2.66%) GlassFish
5 93 (2.13%) Apache
6 89 (2.04%) Node.js
6 89 (2.04%) WildFly
7 80 (1.84%) SharePoint
8 74 (1.70%) Tomcat
9 41 (0.94%) IIS
10 39 (0.89%) Elasticsearch
11 36 (0.83%) Apache Pig
12 29 (0.67%) MS Exchange
13 25 (0.57%) OpenStack
14 20 (0.46%) CMS
14 20 (0.46%) WordPress
15 19 (0.44%) Jetty
16 16 (0.37%) Confluence
17 14 (0.32%) Apache Solr
17 14 (0.32%) WebLogic
Applications
1 354 (8.12%) MS Excel
2 169 (3.88%) MS Office
3 91 (2.09%) MS PowerPoint
4 88 (2.02%) SPSS
5 26 (0.60%) Spreadsheet
6 20 (0.46%) MS Visio
7 16 (0.37%) S-PLUS
8 11 (0.25%) MS Project
9 10 (0.23%) Gephi
10 9 (0.21%) GNU Octave
11 8 (0.18%) Photoshop
12 7 (0.16%) Simulink
13 5 (0.11%) Stata
14 4 (0.092%) EViews
14 4 (0.092%) InfoPath
15 3 (0.069%) Mathematica
15 3 (0.069%) Weka
16 2 (0.046%) Adobe Illustrator
16 2 (0.046%) Fireworks
16 2 (0.046%) Maya
Business Applications
1 14 (0.32%) SAP Oil and Gas
2 13 (0.30%) Oracle EBS
3 12 (0.28%) Dynamics CRM
3 12 (0.28%) Oracle Procure-to-Pay
4 11 (0.25%) HFM
4 11 (0.25%) Hyperion Planning
4 11 (0.25%) Magento
4 11 (0.25%) Oracle ERP
5 9 (0.21%) Shopify
6 8 (0.18%) BusinessWorks
6 8 (0.18%) Infor M3
7 7 (0.16%) Cognos Business Intelligence
7 7 (0.16%) ReMetrica
7 7 (0.16%) SAP CO
7 7 (0.16%) SAP FI
7 7 (0.16%) SAP FI/CO
8 5 (0.11%) Kondor
9 4 (0.092%) Adobe Campaign
9 4 (0.092%) Salesforce.com CRM
9 4 (0.092%) SystmOne
Cloud Services
1 139 (3.19%) Amazon AWS
2 70 (1.61%) SaaS
3 59 (1.35%) Google Analytics
4 58 (1.33%) Microsoft Azure
5 42 (0.96%) GitHub
6 34 (0.78%) Cloud Computing
7 31 (0.71%) Office 365
8 26 (0.60%) Amazon EC2
9 21 (0.48%) Amazon S3
10 16 (0.37%) Adobe Analytics
11 11 (0.25%) Google Cloud Platform
12 10 (0.23%) Google Tag Manager
13 8 (0.18%) Amazon SQS
14 7 (0.16%) Amazon Kinesis
15 6 (0.14%) AWS Elastic Beanstalk
15 6 (0.14%) Heroku
15 6 (0.14%) PaaS
16 5 (0.11%) AdWords
16 5 (0.11%) Google App Engine
16 5 (0.11%) Google Compute Engine
Communications & Networking
1 85 (1.95%) Internet
2 79 (1.81%) Network Security
3 69 (1.58%) Firewall
3 69 (1.58%) TCP/IP
4 49 (1.12%) Wireless
5 37 (0.85%) WAN
6 35 (0.80%) LAN
7 27 (0.62%) DNS
8 22 (0.50%) HTTP
9 21 (0.48%) Ethernet
9 21 (0.48%) LDAP
10 19 (0.44%) MPLS
11 17 (0.39%) BGP
11 17 (0.39%) OSPF
11 17 (0.39%) SAN
11 17 (0.39%) VPN
12 16 (0.37%) Intranet
13 15 (0.34%) Wi-Fi
14 14 (0.32%) VoIP
14 14 (0.32%) WebEx
Database & Business Intelligence
1 657 (15.07%) SQL Server
2 463 (10.62%) Big Data
3 303 (6.95%) Hadoop
4 295 (6.77%) MySQL
5 257 (5.90%) NoSQL
6 189 (4.34%) PostgreSQL
7 162 (3.72%) Data Mining
8 161 (3.69%) MongoDB
9 155 (3.56%) Data Warehouse
10 137 (3.14%) Relational Database
11 125 (2.87%) Apache Cassandra
12 112 (2.57%) SQL Server Reporting Services
13 94 (2.16%) SQL Server 2008
13 94 (2.16%) SQL Server Integration Services
14 75 (1.72%) Apache Hive
15 63 (1.45%) Oracle Database
16 60 (1.38%) SQL Server Analysis Services
17 53 (1.22%) SQL Server 2012
18 48 (1.10%) RDBMS
19 45 (1.03%) QlikView
Development Applications
1 226 (5.18%) Git (software)
2 219 (5.02%) JUnit
3 195 (4.47%) Jenkins
4 191 (4.38%) Visual Studio
5 182 (4.18%) Team Foundation Server
6 162 (3.72%) Selenium
7 152 (3.49%) Maven
8 149 (3.42%) Subversion
9 124 (2.84%) NUnit
10 119 (2.73%) Hudson
11 89 (2.04%) JBehave
12 78 (1.79%) Cucumber
12 78 (1.79%) Gradle
13 72 (1.65%) RSpec
14 67 (1.54%) Mercurial
15 66 (1.51%) JIRA
16 55 (1.26%) Rhino Mocks
17 45 (1.03%) WATIR
18 43 (0.99%) TeamCity
19 35 (0.80%) Eclipse
General
1 1401 (32.14%) Finance
2 367 (8.42%) Banking
3 281 (6.45%) Marketing
4 279 (6.40%) Front Office
5 225 (5.16%) Telecoms
6 212 (4.86%) Retail
7 173 (3.97%) Games
8 87 (2.00%) Billing
9 78 (1.79%) Investment Banking
10 71 (1.63%) Pharmaceutical
11 68 (1.56%) Legal
12 66 (1.51%) Financial Institution
13 58 (1.33%) Electronics
14 56 (1.28%) Manufacturing
15 53 (1.22%) Advertising
16 42 (0.96%) Aerospace
17 39 (0.89%) Back Office
18 37 (0.85%) Automotive
19 25 (0.57%) Spanish Language
20 23 (0.53%) Law
Job Titles
1 1847 (42.37%) Developer
2 770 (17.66%) Analyst
3 562 (12.89%) Java Developer
4 476 (10.92%) C# Developer
5 449 (10.30%) Software Engineer
6 444 (10.19%) Senior Developer
7 384 (8.81%) Graduate
8 346 (7.94%) Software Developer
9 331 (7.59%) .NET Developer
10 316 (7.25%) Data Scientist
11 279 (6.40%) Junior
12 270 (6.19%) C# .NET Developer
13 227 (5.21%) SQL Developer
14 218 (5.00%) C++ Developer
15 201 (4.61%) Data Analyst
16 200 (4.59%) Consultant
17 186 (4.27%) Senior Java Developer
18 172 (3.95%) C# Software Developer
19 149 (3.42%) Java Engineer
20 147 (3.37%) Python Developer
Libraries, Frameworks & Software Standards
1 695 (15.94%) .NET
2 609 (13.97%) HTML
3 427 (9.80%) CSS
4 336 (7.71%) Spring
5 269 (6.17%) Web Services
6 264 (6.06%) ASP.NET
7 258 (5.92%) XML
8 255 (5.85%) HTML5
9 247 (5.67%) jQuery
10 201 (4.61%) AngularJS
11 179 (4.11%) CSS3
12 170 (3.90%) RESTful
13 157 (3.60%) Hibernate
14 154 (3.53%) WPF
15 141 (3.23%) Java EE
16 137 (3.14%) JMS
17 135 (3.10%) JAX-RS
18 126 (2.89%) JPA
19 113 (2.59%) RESTEasy
20 112 (2.57%) ASP.NET MVC
Miscellaneous
1 2298 (52.72%) Computer Science
2 1035 (23.74%) Physics
3 820 (18.81%) Analytical Skills
4 691 (15.85%) Statistics
5 450 (10.32%) Algorithms
6 242 (5.55%) Visualisation
7 236 (5.41%) Economics
8 202 (4.63%) Management Information System
9 190 (4.36%) Hedge funds
10 123 (2.82%) User Experience
11 110 (2.52%) Artificial Intelligence
12 92 (2.11%) Applied Mathematics
13 90 (2.06%) Fintech
14 84 (1.93%) Derivative
15 82 (1.88%) Equities
16 77 (1.77%) Mobile App
17 73 (1.67%) Data Structures
17 73 (1.67%) Embedded Systems
18 66 (1.51%) Foreign Exchange (FX)
19 59 (1.35%) Driving Licence
Operating Systems
1 655 (15.03%) Linux
2 396 (9.08%) Windows
3 227 (5.21%) Unix
4 116 (2.66%) Android
5 90 (2.06%) Apple iOS
6 88 (2.02%) Windows Server
7 43 (0.99%) Mac OS X
8 30 (0.69%) Red Hat Enterprise Linux
8 30 (0.69%) Windows 7
9 28 (0.64%) CentOS
10 18 (0.41%) BlackBerry OS
11 17 (0.39%) Debian
11 17 (0.39%) Ubuntu
11 17 (0.39%) Windows Server 2008
12 13 (0.30%) Windows 10
13 11 (0.25%) Windows 8
13 11 (0.25%) zOS
14 10 (0.23%) Solaris
15 9 (0.21%) VxWorks
15 9 (0.21%) Windows Server 2012
Processes & Methodologies
1 1156 (26.52%) Agile Software Development
2 1098 (25.19%) Software Engineering
3 807 (18.51%) Analytics
4 594 (13.63%) OO
5 407 (9.34%) TDD
6 405 (9.29%) Machine Learning
7 368 (8.44%) Scrum
8 332 (7.62%) Unit Testing
9 298 (6.84%) Business Intelligence
10 296 (6.79%) Continuous Integration
11 289 (6.63%) SDLC
12 262 (6.01%) Data Analysis
13 256 (5.87%) Open Source
14 228 (5.23%) MVC
15 224 (5.14%) Data Analytics
16 223 (5.12%) Multithreading
17 215 (4.93%) OOD
18 214 (4.91%) Mentoring
19 206 (4.73%) SOA
20 198 (4.54%) OOP
Programming Languages
1 1566 (35.93%) SQL
2 1410 (32.35%) Java
3 1104 (25.33%) C#
4 1101 (25.26%) C++
5 986 (22.62%) Python
6 701 (16.08%) JavaScript
7 532 (12.20%) C
8 365 (8.37%) R
9 232 (5.32%) Scala
10 183 (4.20%) MATLAB
10 183 (4.20%) Ruby
11 120 (2.75%) VBA
12 117 (2.68%) T-SQL
13 110 (2.52%) PHP
14 101 (2.32%) Perl
15 79 (1.81%) VB.NET
16 67 (1.54%) PL/SQL
17 63 (1.45%) Clojure
18 41 (0.94%) Shell Script
19 40 (0.92%) Groovy
Qualifications
1 2941 (67.47%) Degree
2 454 (10.42%) PhD
3 149 (3.42%) Security Cleared
4 88 (2.02%) CISSP
5 72 (1.65%) ISTQB
6 70 (1.61%) ISEB
7 63 (1.45%) SC Cleared
8 57 (1.31%) DV Cleared
9 56 (1.28%) CISM
9 56 (1.28%) ISTQB Foundation Certification
10 49 (1.12%) Microsoft Certification
11 46 (1.06%) CISA
12 41 (0.94%) CESG Certified Professional
13 32 (0.73%) CRISC
14 26 (0.60%) Cisco Certification
14 26 (0.60%) Postgraduate
15 24 (0.55%) ISTQB Advanced Certification
16 23 (0.53%) GIAC
17 19 (0.44%) HND
18 18 (0.41%) MCP
Quality Assurance & Compliance
1 230 (5.28%) QA
2 72 (1.65%) Data Quality
3 67 (1.54%) SLA
4 45 (1.03%) ISO/IEC 27001
5 16 (0.37%) HMG Security Policy Framework
5 16 (0.37%) Solvency II
6 14 (0.32%) PCI DSS
7 13 (0.30%) Sarbanes-Oxley
8 11 (0.25%) RMADS
9 10 (0.23%) ISO 9001
9 10 (0.23%) MiFID
10 9 (0.21%) ISO27002
11 8 (0.18%) CRD IV
12 7 (0.16%) FATCA
12 7 (0.16%) ISO27005
12 7 (0.16%) MISRA
13 6 (0.14%) EMIR
13 6 (0.14%) ISAE 3402
13 6 (0.14%) WAI
14 5 (0.11%) ISO13485
System Software
1 82 (1.88%) Docker
2 38 (0.87%) Active Directory
2 38 (0.87%) VMware Infrastructure
3 33 (0.76%) Firmware
4 32 (0.73%) Apache ZooKeeper
5 26 (0.60%) Cygwin
5 26 (0.60%) HDFS
6 12 (0.28%) VMware ESX
7 9 (0.21%) Hyper-V
8 8 (0.18%) Oracle RAC
9 6 (0.14%) ISA Server
9 6 (0.14%) VirtualBox
9 6 (0.14%) vSphere
10 5 (0.11%) Snort
10 5 (0.11%) VMware ESXi
11 4 (0.092%) Microsoft Virtual Server
12 3 (0.069%) Ceph
12 3 (0.069%) OpenSIPS
12 3 (0.069%) vCloud
12 3 (0.069%) Xen
Systems Management
1 79 (1.81%) Puppet
2 23 (0.53%) Ansible
2 23 (0.53%) Opscode Chef
3 21 (0.48%) Mesos
4 20 (0.46%) HP Quality Center
5 13 (0.30%) CFEngine
6 11 (0.25%) Data Guard
7 10 (0.23%) SCOM
8 9 (0.21%) Oracle RMAN
9 8 (0.18%) Nessus
9 8 (0.18%) NetBackup
9 8 (0.18%) QRadar
9 8 (0.18%) Tivoli
9 8 (0.18%) Tivoli Monitoring
9 8 (0.18%) Tivoli Storage Manager
10 7 (0.16%) Microsoft Data Protection Manager
10 7 (0.16%) SCDPM
11 6 (0.14%) EMC NetWorker
11 6 (0.14%) FortiGate
11 6 (0.14%) Nmap
Vendors
1 567 (13.01%) Microsoft
2 461 (10.58%) Oracle
3 138 (3.17%) Tableau
4 95 (2.18%) Google
5 71 (1.63%) Facebook
5 71 (1.63%) IBM
5 71 (1.63%) SAP
6 69 (1.58%) Cisco
7 49 (1.12%) TOWER Software
8 47 (1.08%) VMware
9 43 (0.99%) Twitter
10 41 (0.94%) StreamBase
11 36 (0.83%) Hortonworks
12 33 (0.76%) Cloudera
13 30 (0.69%) Bloomberg
14 28 (0.64%) HP
14 28 (0.64%) Informatica
15 27 (0.62%) Juniper
16 26 (0.60%) hybris
17 25 (0.57%) Greenplum
Central London / West End
IT Connections
Salary: £35,000 to £45,000
Posted: 4 hours ago
London
Reward Recruitment
Salary: From £20,000 to £45,000 per annum
Posted: 7 hours ago
Cambridge, Cambridgeshire
Blue Glue
Salary: From £40,000 to £65,000 per annum
Posted: 3 hours ago
Bristol, Avon
Searchability
Salary: £32000 per annum
Posted: 4 hours ago
Somerset
Sanderson
Salary: £25000 - £45000 per annum
Posted: 10 hours ago
Oxfordshire
Parallel Consulting
Salary: £35000 - £45000 per annum
Posted: 5 hours ago
Uxbridge, Middlesex
The People Network
Salary: £45000 - £60000 per annum + Bens
Posted: 5 hours ago
Central London / West End
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 13 hours ago
Cambridge, Cambridgeshire
Novate IT Ltd
Salary: £50000 - £100000 per annum + excellent benefits
Posted: 2 hours ago
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £55000 per annum + bonus + bens
Posted: 4 hours ago
West London
Client Server
Salary: £35k to £45k + benefits
Posted: 13 hours ago
City, London
McGregor Boyall
Salary: £30000.00 - £35000.00 per annum
Posted: 3 hours ago
Bristol, Avon
Heat Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: 12 hours ago
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £35,000
Posted: 4 hours ago
Bedford, Bedfordshire
IT Connections
Salary: £25,000 to £35,000
Posted: 4 hours ago
Bedford, Bedfordshire
IT Connections
Salary: £40,000 to £60,000
Posted: 4 hours ago
Central London / West End
IT Connections
Salary: £30,000 to £40,000
Posted: 4 hours ago
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £45000 per annum + benefits & training
Posted: 4 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k DoE + top benefits
Posted: 10 hours ago
Berkshire
Austin Fraser
Salary: £40000 - £45000 per annum + Benefits
Posted: 5 hours ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year + Great Benefits
Posted: 4 hours ago
Northampton, Northamptonshire
IT Connections
Salary: £35,000 to £45,000
Posted: 4 hours ago
Central London / West End
IT Connections
Salary: £35,000 to £40,000
Posted: 4 hours ago
London
IT Connections
Salary: £25,000 to £35,000
Posted: 4 hours ago
Horsham, West Sussex
IT Connections
Salary: £25,000 to £30,000
Posted: 4 hours ago
Milton Keynes, Buckinghamshire
IT Connections
Salary: £20,000 to £25,000
Posted: 4 hours ago
City, London
Harvey Nash plc
Salary: £75000 - £86000 per annum
Posted: 4 hours ago
Lichfield, Staffordshire
Evolution Recruitment Solutions
Salary: 20,000 to 27,000
Posted: 11 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £30000 per annum + BENS
Posted: 11 hours ago
London
Codex
Salary: From £25,000 to £35,000 per annum
Posted: 6 hours ago