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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 163 147 145
Rank change year-on-year
-16 -2
Permanent jobs citing Mathematics 1832 2237 2260
As % of all permanent IT jobs located in England 2.05% 2.19% 2.11%
As % of the Miscellaneous category 4.98% 5.15% 5.25%
Number of salaries quoted 1555 1839 1737
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £25,000 £25,000 £25,000
10% offered a salary of more than £80,000 £80,000 £67,500
UK excluding London median salary £35,750 £37,250 £37,500
% change year-on-year
-4.02% -0.66%
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
36765 43470 43070
As % of all permanent IT jobs located in England 41.13% 42.59% 40.30%
Number of salaries quoted 30259 35357 33939
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £28,500 £28,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 29 September 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 29 September 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 -27 905 £57,500 +4.54% 125
South East +3 336 £35,500 +1.42% 58
East of England -12 204 £32,500 -18.75% 44
South West -2 115 £40,031 +6.74% 24
West Midlands -1 94 £27,500 -23.61% 16
North West +19 63 £34,000 +25.92% 17
Yorkshire +39 61 £40,000 +60.00% 8
East Midlands +16 51 £36,000 +6.66% 7
North East +19 21 £40,000 +45.45% 1
Mathematics
UK

Mathematics
Top 30 Related IT Skills in England

For the 6 months to 29 September 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 2527 (66.50%) Degree
2 2061 (54.24%) Computer Science
3 1248 (32.84%) SQL
4 1056 (27.79%) Finance
5 1052 (27.68%) Java
6 1021 (26.87%) Physics
7 993 (26.13%) Python
8 979 (25.76%) C#
9 961 (25.29%) C++
10 900 (23.68%) Software Engineering
11 756 (19.89%) Agile Software Development
12 709 (18.66%) Analytical Skills
13 707 (18.61%) .NET
14 701 (18.45%) Analytics
15 636 (16.74%) Statistics
16 528 (13.89%) JavaScript
17 521 (13.71%) C
18 514 (13.53%) Linux
19 503 (13.24%) SQL Server
19 503 (13.24%) Algorithms
20 502 (13.21%) PhD
21 472 (12.42%) HTML
22 450 (11.84%) OO
23 429 (11.29%) Microsoft
24 411 (10.82%) Machine Learning
25 392 (10.32%) Windows
26 332 (8.74%) Big Data
27 317 (8.34%) Oracle
28 314 (8.26%) R
29 308 (8.11%) Marketing

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
1 214 (5.63%) SAS
2 174 (4.58%) Apache Spark
3 59 (1.55%) JBoss
4 56 (1.47%) SharePoint
5 50 (1.32%) Apache
6 47 (1.24%) GlassFish
7 44 (1.16%) IIS
8 40 (1.05%) WildFly
9 37 (0.97%) Elasticsearch
9 37 (0.97%) MS Exchange
10 24 (0.63%) Apache Pig
10 24 (0.63%) Tomcat
11 19 (0.50%) Skype for Business
12 13 (0.34%) WebSphere
13 11 (0.29%) OpenStack
14 10 (0.26%) K2 blackpearl
14 10 (0.26%) WebLogic
15 8 (0.21%) SharePoint 2013
16 7 (0.18%) Exchange Server 2010
17 6 (0.16%) IPython
Applications
1 295 (7.76%) MS Excel
2 184 (4.84%) MS Office
3 97 (2.55%) MS PowerPoint
4 92 (2.42%) SPSS
5 29 (0.76%) MS Visio
6 24 (0.63%) Spreadsheet
7 17 (0.45%) GNU Octave
8 15 (0.39%) MS Project
9 14 (0.37%) Stata
10 12 (0.32%) XMetaL
11 9 (0.24%) SOLIDWORKS
12 4 (0.11%) AutoCAD
12 4 (0.11%) InfoPath
12 4 (0.11%) Photoshop
13 3 (0.079%) EViews
13 3 (0.079%) Simulink
13 3 (0.079%) Weka
14 2 (0.053%) Adobe Creative Suite
14 2 (0.053%) Blender
14 2 (0.053%) Maple
Business Applications
1 18 (0.47%) FastStats
2 10 (0.26%) ReMetrica
3 8 (0.21%) Infor M3
3 8 (0.21%) SAP Oil and Gas
4 6 (0.16%) Primavera
5 5 (0.13%) SAP HR
6 4 (0.11%) Endur
6 4 (0.11%) SAP HR-PA
6 4 (0.11%) SAP Payroll
6 4 (0.11%) SystmOne
7 3 (0.079%) Cognos Business Intelligence
7 3 (0.079%) Dynamics CRM
7 3 (0.079%) Oracle AML
7 3 (0.079%) SAP ERP
8 2 (0.053%) Adobe Campaign
8 2 (0.053%) Global One
8 2 (0.053%) Oracle ERP
8 2 (0.053%) Oracle Procure-to-Pay
8 2 (0.053%) WebTrends
9 1 (0.026%) ProductWriter
Cloud Services
1 125 (3.29%) Amazon AWS
2 78 (2.05%) Microsoft Azure
3 57 (1.50%) SaaS
4 48 (1.26%) Google Analytics
5 25 (0.66%) GitHub
6 24 (0.63%) Office 365
7 22 (0.58%) PaaS
8 13 (0.34%) Amazon S3
9 12 (0.32%) Google Cloud Platform
10 10 (0.26%) Adobe Analytics
10 10 (0.26%) Cloud Computing
11 9 (0.24%) Amazon EC2
12 8 (0.21%) IaaS
13 7 (0.18%) Heroku
14 5 (0.13%) iTunes
14 5 (0.13%) Slack
15 4 (0.11%) Amazon Kinesis
15 4 (0.11%) AWS Elastic Beanstalk
15 4 (0.11%) IBM Cloud
16 3 (0.079%) Azure Active Directory
Communications & Networking
1 78 (2.05%) Firewall
2 71 (1.87%) Internet
3 70 (1.84%) TCP/IP
4 43 (1.13%) DNS
5 40 (1.05%) Network Security
5 40 (1.05%) WAN
6 36 (0.95%) LAN
7 32 (0.84%) DHCP
7 32 (0.84%) VoIP
8 28 (0.74%) MPLS
9 27 (0.71%) VPN
9 27 (0.71%) Wireless
10 22 (0.58%) HTTP
11 20 (0.53%) Ethernet
11 20 (0.53%) PBX
12 15 (0.39%) BGP
12 15 (0.39%) ISDN
12 15 (0.39%) OSPF
12 15 (0.39%) Remote Desktop
13 14 (0.37%) SAN
Database & Business Intelligence
1 503 (13.24%) SQL Server
2 332 (8.74%) Big Data
3 201 (5.29%) Hadoop
4 171 (4.50%) NoSQL
5 170 (4.47%) Data Mining
6 135 (3.55%) MySQL
7 129 (3.39%) Data Warehouse
7 129 (3.39%) Relational Database
8 106 (2.79%) Apache Cassandra
9 95 (2.50%) MongoDB
10 93 (2.45%) PostgreSQL
11 76 (2.00%) SQL Server Reporting Services
12 65 (1.71%) SQL Server Integration Services
13 58 (1.53%) RDBMS
14 56 (1.47%) Apache Hive
15 53 (1.39%) Oracle Database
16 42 (1.11%) SQL Server 2008
17 40 (1.05%) SQL Server 2012
18 36 (0.95%) Redis
19 35 (0.92%) Oracle Database 12c
Development Applications
1 136 (3.58%) Team Foundation Server
1 136 (3.58%) Visual Studio
2 115 (3.03%) Git (software)
3 89 (2.34%) NUnit
4 82 (2.16%) JUnit
5 75 (1.97%) Selenium
6 70 (1.84%) Jenkins
7 67 (1.76%) Maven
8 57 (1.50%) Subversion
9 45 (1.18%) JIRA
10 42 (1.11%) Hudson
11 41 (1.08%) Gradle
12 40 (1.05%) JBehave
13 36 (0.95%) TeamCity
14 32 (0.84%) Rhino Mocks
15 27 (0.71%) Cucumber
16 25 (0.66%) Eclipse
17 24 (0.63%) SQL Server Management Studio (SSMS)
18 19 (0.50%) HP UFT
19 18 (0.47%) Octopus Deploy
General
1 1056 (27.79%) Finance
2 308 (8.11%) Marketing
3 300 (7.89%) Banking
4 217 (5.71%) Front Office
5 215 (5.66%) Games
6 162 (4.26%) Retail
7 153 (4.03%) Telecoms
8 70 (1.84%) Electronics
9 69 (1.82%) Automotive
10 63 (1.66%) Advertising
11 62 (1.63%) Investment Banking
11 62 (1.63%) Manufacturing
12 56 (1.47%) Aerospace
13 48 (1.26%) Back Office
13 48 (1.26%) Legal
14 37 (0.97%) Pharmaceutical
15 36 (0.95%) Billing
16 35 (0.92%) Financial Institution
17 28 (0.74%) French Language
18 26 (0.68%) Publishing
Job Titles
1 1601 (42.13%) Developer
2 645 (16.97%) Analyst
3 550 (14.47%) Graduate
4 406 (10.68%) Java Developer
5 401 (10.55%) Software Engineer
6 370 (9.74%) Software Developer
7 358 (9.42%) C# Developer
8 318 (8.37%) Senior Developer
9 289 (7.61%) Data Scientist
10 269 (7.08%) .NET Developer
11 216 (5.68%) C++ Developer
11 216 (5.68%) Junior
12 206 (5.42%) C# .NET Developer
13 193 (5.08%) Graduate Developer
14 185 (4.87%) Data Analyst
15 162 (4.26%) SQL Developer
16 156 (4.11%) Python Developer
17 144 (3.79%) Consultant
18 122 (3.21%) Junior Developer
19 115 (3.03%) Graduate Analyst
Libraries, Frameworks & Software Standards
1 707 (18.61%) .NET
2 472 (12.42%) HTML
3 293 (7.71%) CSS
4 279 (7.34%) ASP.NET
5 214 (5.63%) HTML5
6 196 (5.16%) AngularJS
6 196 (5.16%) Web Services
7 191 (5.03%) XML
8 155 (4.08%) jQuery
9 152 (4.00%) Spring
10 125 (3.29%) WPF
11 122 (3.21%) CSS3
12 106 (2.79%) ASP.NET MVC
13 105 (2.76%) .NET Framework
14 97 (2.55%) OpenGL
15 96 (2.53%) RESTful
16 86 (2.26%) WCF
17 80 (2.11%) STL
18 75 (1.97%) Node.js
19 74 (1.95%) Java EE
Miscellaneous
1 2061 (54.24%) Computer Science
2 1021 (26.87%) Physics
3 709 (18.66%) Analytical Skills
4 636 (16.74%) Statistics
5 503 (13.24%) Algorithms
6 199 (5.24%) Economics
7 178 (4.68%) Visualisation
8 161 (4.24%) Hedge funds
9 143 (3.76%) Management Information System
10 141 (3.71%) Artificial Intelligence
11 103 (2.71%) Derivative
12 87 (2.29%) User Experience
13 85 (2.24%) Fintech
14 79 (2.08%) Data Structures
14 79 (2.08%) Foreign Exchange (FX)
15 78 (2.05%) Equities
16 75 (1.97%) 3D Graphics
17 74 (1.95%) Driving Licence
18 65 (1.71%) Data Centre
19 64 (1.68%) Mobile App
Operating Systems
1 514 (13.53%) Linux
2 392 (10.32%) Windows
3 186 (4.89%) Unix
4 95 (2.50%) Windows Server
5 79 (2.08%) Android
6 47 (1.24%) Apple iOS
7 32 (0.84%) Windows 7
8 31 (0.82%) Windows Server 2012
9 30 (0.79%) Windows Server 2008
10 27 (0.71%) Red Hat Enterprise Linux
11 25 (0.66%) Windows Server 2003
12 23 (0.61%) Windows 8
13 16 (0.42%) Mac OS X
14 11 (0.29%) Embedded Linux
14 11 (0.29%) Windows 10
15 6 (0.16%) MVS
15 6 (0.16%) Solaris
16 5 (0.13%) CentOS
16 5 (0.13%) VMS
16 5 (0.13%) Windows XP
Processes & Methodologies
1 900 (23.68%) Software Engineering
2 756 (19.89%) Agile Software Development
3 701 (18.45%) Analytics
4 450 (11.84%) OO
5 411 (10.82%) Machine Learning
6 268 (7.05%) TDD
7 242 (6.37%) SDLC
8 231 (6.08%) Business Intelligence
9 222 (5.84%) Data Analytics
10 212 (5.58%) Multithreading
11 211 (5.55%) Scrum
12 206 (5.42%) Data Analysis
13 191 (5.03%) MVC
14 187 (4.92%) Open Source
15 184 (4.84%) OOD
16 169 (4.45%) Unit Testing
17 162 (4.26%) OOP
18 155 (4.08%) ITIL
19 151 (3.97%) Continuous Integration
20 149 (3.92%) Project Management
Programming Languages
1 1248 (32.84%) SQL
2 1052 (27.68%) Java
3 993 (26.13%) Python
4 979 (25.76%) C#
5 961 (25.29%) C++
6 528 (13.89%) JavaScript
7 521 (13.71%) C
8 314 (8.26%) R
9 170 (4.47%) Scala
10 168 (4.42%) MATLAB
11 125 (3.29%) VBA
12 111 (2.92%) PHP
13 101 (2.66%) T-SQL
14 95 (2.50%) Ruby
15 77 (2.03%) Perl
16 71 (1.87%) VB.NET
17 66 (1.74%) F#
17 66 (1.74%) PL/SQL
18 59 (1.55%) VB
19 58 (1.53%) Bash Shell
Qualifications
1 2527 (66.50%) Degree
2 502 (13.21%) PhD
3 111 (2.92%) Security Cleared
4 59 (1.55%) Microsoft Certification
5 56 (1.47%) DV Cleared
6 42 (1.11%) CISSP
7 37 (0.97%) Cisco Certification
7 37 (0.97%) ISEB
8 36 (0.95%) ISTQB
9 33 (0.87%) ISTQB Foundation Certification
10 32 (0.84%) CISM
11 28 (0.74%) CISA
12 22 (0.58%) CCNA
13 19 (0.50%) ISTQB Advanced Certification
13 19 (0.50%) PMI Certification
14 18 (0.47%) SC Cleared
15 15 (0.39%) CCNP
16 14 (0.37%) CEH
16 14 (0.37%) MCSE
16 14 (0.37%) MCTS
Quality Assurance & Compliance
1 140 (3.68%) QA
2 58 (1.53%) Data Quality
3 46 (1.21%) SLA
4 31 (0.82%) ISO/IEC 27001
5 20 (0.53%) PCI DSS
6 17 (0.45%) MiFID
7 11 (0.29%) Sarbanes-Oxley
8 9 (0.24%) Dodd-Frank
9 8 (0.21%) ISO27002
10 6 (0.16%) EMIR
10 6 (0.16%) ISO 9001
11 5 (0.13%) CRD IV
11 5 (0.13%) FATCA
11 5 (0.13%) ISO27005
11 5 (0.13%) Solvency II
12 4 (0.11%) COREP
12 4 (0.11%) FINREP
12 4 (0.11%) HL7
12 4 (0.11%) SDET
12 4 (0.11%) WAI
System Software
1 89 (2.34%) Active Directory
2 59 (1.55%) Docker
3 47 (1.24%) VMware Infrastructure
4 40 (1.05%) Firmware
5 16 (0.42%) HDFS
5 16 (0.42%) VMware ESX
6 15 (0.39%) Terminal Services
7 11 (0.29%) Hyper-V
8 10 (0.26%) Virtual Machines
9 7 (0.18%) Apache Flume
9 7 (0.18%) Cygwin
9 7 (0.18%) Virtual Servers
10 6 (0.16%) Microsoft Virtual Server
11 5 (0.13%) VirtualBox
11 5 (0.13%) XenApp
11 5 (0.13%) XenDesktop
12 4 (0.11%) Apache ZooKeeper
13 3 (0.079%) ISA Server
13 3 (0.079%) OpenSIPS
14 2 (0.053%) VMware ESXi
Systems Management
1 38 (1.00%) Puppet
2 28 (0.74%) HP Quality Center
3 24 (0.63%) Opscode Chef
4 9 (0.24%) Nagios
5 8 (0.21%) SCCM
6 7 (0.18%) McAfee ePO
6 7 (0.18%) WSUS
7 5 (0.13%) Mesos
7 5 (0.13%) Nessus
7 5 (0.13%) Nmap
7 5 (0.13%) SCOM
8 4 (0.11%) Ansible
8 4 (0.11%) Cisco CUCM
8 4 (0.11%) Cisco IPCC
8 4 (0.11%) Cisco UCCE
8 4 (0.11%) Cisco UCCX
8 4 (0.11%) HAProxy
8 4 (0.11%) SCVMM
9 3 (0.079%) Graphite
9 3 (0.079%) Kubernetes
Vendors
1 429 (11.29%) Microsoft
2 317 (8.34%) Oracle
3 125 (3.29%) Tableau
4 78 (2.05%) Cisco
5 75 (1.97%) Google
6 62 (1.63%) VMware
7 60 (1.58%) SAP
8 48 (1.26%) Facebook
9 37 (0.97%) Citrix
10 29 (0.76%) Cognos
11 28 (0.74%) Informatica
12 26 (0.68%) StreamBase
12 26 (0.68%) Twitter
13 24 (0.63%) HP
13 24 (0.63%) IBM
14 19 (0.50%) Cloudera
15 18 (0.47%) Intel Security
15 18 (0.47%) Red Hat
15 18 (0.47%) RedGate
16 17 (0.45%) CheckPoint
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 hours ago
Guildford, Surrey
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £40000 per annum
Posted: 4 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 hours ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus (100%+) + benefits
Posted: 2 hours ago
Milton Keynes, Buckinghamshire
Kingfisher Consultancy
Salary: £40000 - £47000 per annum + Lots - including flexi hours!
Posted: 1 hour ago
City, London
Client Server
Salary: £45k to £80k (multiple roles) + bonus and benefits
Posted: 8 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 6 hours ago
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £35000 per annum, Pension, Private Medical + More!
Posted: 3 hours ago
Bristol, Avon
Acuro (MaxAd Ltd)
Salary: £35000.00 - £42000.00 per annum
Posted: 2 hours ago
Brighton, East Sussex
Evolution Recruitment Solutions
Posted: 4 hours ago
Bracknell, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 22 hours ago
Woking, Surrey
Informatiq Consulting
Posted: Yesterday
City, London
Informatiq Consulting
Salary: Competitive!
Posted: Yesterday
London
Colston Consulting
Salary: £70000 - £100000 per annum, Benefits Excellent benefit and bonus
Posted: 6 hours ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £45000 per annum + bonus, pension, training
Posted: 3 hours ago
York, North Yorkshire
Go IT Recruitment Ltd
Salary: From £35,000 to £50,000 per annum + benefits
Posted: 5 hours ago
City, London
Square One Resources
Salary: From £80,000 to £93,000 per annum + benefits
Posted: 1 hour ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £65000 per annum + Bonus and Excellent Benefits
Posted: 3 hours ago
Ipswich, Suffolk
Greywood Associates Limited
Salary: £50000 - £80000 per annum + Benefits
Posted: 5 hours ago
Colchester, Essex
Tec Partners
Salary: £25000.00 - £30000.00 per annum
Posted: 22 hours ago
York, North Yorkshire
Go IT Recruitment Ltd
Salary: From £30,000 to £45,000 per annum + excellent benefits, training & dev
Posted: 5 hours ago
Manchester, Lancashire
The Bridge Ltd
Salary: From £45,000 to £60,000 per annum plus benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Montash
Salary: £46000 - £56000 per annum + 17.5% flex - 25% bonus
Posted: 4 hours ago
Bristol, Avon
Fuse
Posted: Yesterday
City, London
Client Server
Salary: £80k to £100k + bonus + benefits
Posted: Yesterday
City, London
Burns Sheehan
Salary: £40000 - £90000 per annum + depending on experience
Posted: 2 days ago
Bournemouth, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum + benefits
Posted: 2 days ago
West Midlands
Robert Walters
Salary: £25000 - £30000 per annum
Posted: 22 hours ago
Basingstoke, Hampshire
IntaPeople
Salary: £40000 - £50000 per annum
Posted: Yesterday