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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Mathematics (Maths)
UK / England
Rank 151 137 193
Rank change year-on-year
-14 +56
Permanent jobs citing Mathematics 1708 2205 1656
As % of all permanent IT jobs located in England 2.17% 2.36% 1.69%
As % of the Miscellaneous category 5.33% 5.53% 4.14%
Number of salaries quoted 1334 1767 1343
Median salary £47,500 £50,000 £40,000
Median salary % change year-on-year
-5.00% +25.00%
90% offered a salary of more than £26,000 £26,000 £25,000
10% offered a salary of more than £82,500 £82,500 £65,000
UK excluding London median salary £42,500 £40,000 £38,500
% change year-on-year
+6.25% +3.89%

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
32016 39882 39985
As % of all permanent IT jobs located in England 40.69% 42.64% 40.74%
Number of salaries quoted 26256 32451 32678
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £30,000 £28,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £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 19 January 2017.

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 19 January 2017. 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 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 -49 723 £60,000 +4.34% 142
South East +9 312 £40,000 -9.27% 41
East of England +32 260 £45,000 +12.50% 45
South West +19 152 £45,500 +30.00% 21
North West -1 92 £37,500 -21.05% 18
Yorkshire +65 77 £43,000 +104.76% 15
East Midlands +20 49 £38,500 -8.33% 5
West Midlands -63 32 £27,500 -31.25% 23
North East +12 16 £42,500 -3.30% 2
Mathematics
UK

Mathematics
Top 30 Related IT Skills in England

For the 6 months to 19 January 2017, 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 2305 (65.43%) Degree
2 1957 (55.55%) Computer Science
3 1179 (33.47%) SQL
4 1039 (29.49%) Java
5 1024 (29.07%) Physics
6 998 (28.33%) Finance
7 955 (27.11%) C++
8 936 (26.57%) Python
9 934 (26.51%) C#
10 867 (24.61%) Software Engineering
11 674 (19.13%) .NET
12 609 (17.29%) Analytical Skills
13 607 (17.23%) Agile Software Development
14 587 (16.66%) Statistics
15 586 (16.63%) Analytics
16 529 (15.02%) Algorithms
17 493 (13.99%) JavaScript
18 489 (13.88%) PhD
19 487 (13.82%) C
20 463 (13.14%) Linux
21 440 (12.49%) OO
22 425 (12.06%) Machine Learning
23 411 (11.67%) R
24 389 (11.04%) SQL Server
25 387 (10.98%) HTML
26 379 (10.76%) Microsoft
27 323 (9.17%) Windows
28 309 (8.77%) SDLC
29 304 (8.63%) Big Data
30 300 (8.52%) Banking

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
1 210 (5.96%) Apache Spark
2 186 (5.28%) SAS
3 96 (2.72%) Apache
4 69 (1.96%) Elasticsearch
5 55 (1.56%) SharePoint
6 34 (0.97%) CMS
7 31 (0.88%) Tomcat
8 30 (0.85%) Umbraco
9 24 (0.68%) MS Exchange
10 20 (0.57%) Apache Pig
10 20 (0.57%) IIS
11 17 (0.48%) JBoss
12 16 (0.45%) Skype for Business
13 15 (0.43%) Confluence
14 14 (0.40%) SharePoint 2013
15 13 (0.37%) Oracle SOA Suite
15 13 (0.37%) WebLogic
15 13 (0.37%) WebSphere
16 10 (0.28%) GlassFish
17 9 (0.26%) K2 blackpearl
Applications
1 254 (7.21%) MS Excel
2 126 (3.58%) MS Office
3 89 (2.53%) MS PowerPoint
4 87 (2.47%) SPSS
5 26 (0.74%) MS Visio
6 22 (0.62%) Stata
7 10 (0.28%) GNU Octave
8 9 (0.26%) MS Project
9 7 (0.20%) AutoCAD
9 7 (0.20%) Simulink
9 7 (0.20%) SOLIDWORKS
10 6 (0.17%) Spreadsheet
10 6 (0.17%) XMetaL
11 4 (0.11%) EViews
12 3 (0.085%) Adobe Illustrator
12 3 (0.085%) Photoshop
13 2 (0.057%) CPLEX
13 2 (0.057%) Fireworks
13 2 (0.057%) InDesign
13 2 (0.057%) Stateflow
Business Applications
1 16 (0.45%) FastStats
2 6 (0.17%) Endur
2 6 (0.17%) Primavera
2 6 (0.17%) SAP HR
2 6 (0.17%) SAP Oil and Gas
3 5 (0.14%) SAP HR-PA
3 5 (0.14%) SAP Payroll
4 4 (0.11%) Dynamics CRM
5 3 (0.085%) Oracle AML
5 3 (0.085%) Oracle BPM
6 2 (0.057%) Adobe Campaign
6 2 (0.057%) Magento
6 2 (0.057%) Oracle EBS
6 2 (0.057%) Oracle TCA
6 2 (0.057%) SAP ERP
6 2 (0.057%) SessionCam
7 1 (0.028%) Oracle ERP
7 1 (0.028%) SAP FI
7 1 (0.028%) SAP FI/CO
7 1 (0.028%) WebTrends
Cloud Services
1 118 (3.35%) Amazon AWS
2 78 (2.21%) Microsoft Azure
3 68 (1.93%) SaaS
4 31 (0.88%) Google Analytics
4 31 (0.88%) Office 365
5 24 (0.68%) PaaS
6 15 (0.43%) Adobe Analytics
7 13 (0.37%) Google Cloud Platform
8 12 (0.34%) Amazon S3
9 11 (0.31%) IaaS
10 9 (0.26%) Amazon EC2
10 9 (0.26%) GitHub
10 9 (0.26%) Slack
11 5 (0.14%) Amazon Kinesis
11 5 (0.14%) Cloud Computing
12 3 (0.085%) AWS Lambda
12 3 (0.085%) CloudFront
12 3 (0.085%) Google App Engine
12 3 (0.085%) Heroku
13 2 (0.057%) Amazon SQS
Communications & Networking
1 73 (2.07%) Firewall
2 60 (1.70%) Wireless
3 58 (1.65%) Internet
4 54 (1.53%) TCP/IP
5 40 (1.14%) LAN
6 39 (1.11%) DNS
7 28 (0.79%) Cisco IOS
7 28 (0.79%) DHCP
8 25 (0.71%) VoIP
8 25 (0.71%) WAN
9 20 (0.57%) MPLS
9 20 (0.57%) VPN
10 16 (0.45%) Bluetooth
10 16 (0.45%) PBX
10 16 (0.45%) Remote Desktop
10 16 (0.45%) VLAN
11 15 (0.43%) HTTP
11 15 (0.43%) ISDN
12 12 (0.34%) Intrusion Detection
13 11 (0.31%) FTP
Database & Business Intelligence
1 389 (11.04%) SQL Server
2 304 (8.63%) Big Data
3 199 (5.65%) Hadoop
4 135 (3.83%) NoSQL
5 133 (3.78%) Relational Database
6 129 (3.66%) Data Mining
7 103 (2.92%) Data Warehouse
8 97 (2.75%) MySQL
9 80 (2.27%) MongoDB
9 80 (2.27%) SQL Server Integration Services
10 52 (1.48%) SQL Server Reporting Services
11 49 (1.39%) PostgreSQL
12 47 (1.33%) RDBMS
13 46 (1.31%) Redis
14 44 (1.25%) BusinessObjects
15 42 (1.19%) SQL Server 2012
16 38 (1.08%) Apache Cassandra
16 38 (1.08%) Apache Hive
17 35 (0.99%) Oracle Database
18 33 (0.94%) GIS
Development Applications
1 133 (3.78%) Git (software)
2 116 (3.29%) Visual Studio
3 84 (2.38%) Selenium
4 82 (2.33%) Team Foundation Server
5 64 (1.82%) Subversion
6 61 (1.73%) NUnit
7 39 (1.11%) Jenkins
8 38 (1.08%) JIRA
9 34 (0.97%) Jasmine
10 29 (0.82%) Maven
11 25 (0.71%) JUnit
12 23 (0.65%) Gradle
13 22 (0.62%) Cucumber
14 19 (0.54%) QUnit
15 18 (0.51%) TeamCity
16 17 (0.48%) SpecFlow
17 16 (0.45%) Grunt
18 14 (0.40%) Ant
18 14 (0.40%) Rhino Mocks
18 14 (0.40%) SQL Server Management Studio (SSMS)
General
1 998 (28.33%) Finance
2 300 (8.52%) Banking
3 226 (6.41%) Marketing
4 156 (4.43%) Front Office
5 142 (4.03%) Games
6 126 (3.58%) Electronics
7 116 (3.29%) Telecoms
8 104 (2.95%) Retail
9 72 (2.04%) Investment Banking
10 69 (1.96%) Manufacturing
11 61 (1.73%) Legal
12 57 (1.62%) Advertising
13 56 (1.59%) Automotive
14 46 (1.31%) Aerospace
15 40 (1.14%) Back Office
16 39 (1.11%) Pharmaceutical
17 38 (1.08%) Military
18 30 (0.85%) Law
19 29 (0.82%) Financial Institution
20 15 (0.43%) Multimedia
Job Titles
1 1503 (42.66%) Developer
2 555 (15.75%) Analyst
3 524 (14.87%) Graduate
4 393 (11.16%) Software Developer
5 370 (10.50%) Java Developer
6 364 (10.33%) C# Developer
7 328 (9.31%) Software Engineer
8 299 (8.49%) Data Scientist
9 241 (6.84%) Junior
10 239 (6.78%) Senior Developer
11 231 (6.56%) .NET Developer
12 218 (6.19%) Graduate Developer
13 206 (5.85%) C++ Developer
14 184 (5.22%) C# .NET Developer
15 180 (5.11%) Junior Developer
16 159 (4.51%) SQL Developer
17 149 (4.23%) Consultant
18 141 (4.00%) Data Analyst
19 137 (3.89%) Graduate Software Developer
20 125 (3.55%) Graduate Analyst
Libraries, Frameworks & Software Standards
1 674 (19.13%) .NET
2 387 (10.98%) HTML
3 279 (7.92%) ASP.NET
4 260 (7.38%) CSS
5 217 (6.16%) XML
6 195 (5.54%) AngularJS
7 157 (4.46%) Web Services
8 142 (4.03%) HTML5
9 137 (3.89%) jQuery
10 123 (3.49%) ASP.NET MVC
11 105 (2.98%) Spring
12 101 (2.87%) Node.js
13 96 (2.72%) WPF
14 79 (2.24%) .NET Framework
15 68 (1.93%) React
16 67 (1.90%) REST
17 61 (1.73%) Qt
18 58 (1.65%) CSS3
18 58 (1.65%) J2EE
18 58 (1.65%) OpenGL
Miscellaneous
1 1957 (55.55%) Computer Science
2 1024 (29.07%) Physics
3 609 (17.29%) Analytical Skills
4 587 (16.66%) Statistics
5 529 (15.02%) Algorithms
6 203 (5.76%) Economics
7 166 (4.71%) Visualisation
8 127 (3.60%) Management Information System
9 113 (3.21%) Hedge funds
10 109 (3.09%) Data Centre
11 105 (2.98%) Derivative
12 89 (2.53%) Artificial Intelligence
12 89 (2.53%) Data Structures
13 78 (2.21%) Fintech
14 68 (1.93%) Foreign Exchange (FX)
15 66 (1.87%) User Experience
16 61 (1.73%) Credit Risk
17 59 (1.67%) Equities
18 57 (1.62%) Driving Licence
19 56 (1.59%) Applied Mathematics
Operating Systems
1 463 (13.14%) Linux
2 323 (9.17%) Windows
3 160 (4.54%) Unix
4 74 (2.10%) Windows Server
5 60 (1.70%) Android
6 49 (1.39%) Windows Server 2012
7 42 (1.19%) Windows 7
8 39 (1.11%) Mac OS X
9 33 (0.94%) Windows XP
10 30 (0.85%) Red Hat Enterprise Linux
11 27 (0.77%) Apple iOS
12 26 (0.74%) Windows Server 2003
12 26 (0.74%) Windows Server 2008
13 23 (0.65%) Embedded Linux
14 12 (0.34%) CentOS
14 12 (0.34%) Windows 10
15 11 (0.31%) Windows 8
16 4 (0.11%) Solaris
17 3 (0.085%) Windows Vista
18 2 (0.057%) Ubuntu
Processes & Methodologies
1 867 (24.61%) Software Engineering
2 607 (17.23%) Agile Software Development
3 586 (16.63%) Analytics
4 440 (12.49%) OO
5 425 (12.06%) Machine Learning
6 309 (8.77%) SDLC
7 234 (6.64%) Multithreading
8 228 (6.47%) Business Intelligence
9 213 (6.05%) TDD
10 205 (5.82%) MVC
11 193 (5.48%) Data Analysis
12 190 (5.39%) Scrum
13 169 (4.80%) Data Analytics
14 167 (4.74%) Risk Management
15 154 (4.37%) OOP
16 146 (4.14%) ITIL
17 136 (3.86%) Mentoring
18 132 (3.75%) Open Source
19 130 (3.69%) Project Management
20 124 (3.52%) Continuous Integration
Programming Languages
1 1179 (33.47%) SQL
2 1039 (29.49%) Java
3 955 (27.11%) C++
4 936 (26.57%) Python
5 934 (26.51%) C#
6 493 (13.99%) JavaScript
7 487 (13.82%) C
8 411 (11.67%) R
9 190 (5.39%) MATLAB
10 178 (5.05%) Scala
11 140 (3.97%) PHP
12 114 (3.24%) VBA
13 75 (2.13%) Perl
14 74 (2.10%) T-SQL
15 66 (1.87%) F#
16 65 (1.85%) Ruby
17 58 (1.65%) VB.NET
18 53 (1.50%) TypeScript
19 45 (1.28%) VB
20 37 (1.05%) Shell Script
Qualifications
1 2305 (65.43%) Degree
2 489 (13.88%) PhD
3 120 (3.41%) Security Cleared
4 56 (1.59%) Microsoft Certification
5 52 (1.48%) DV Cleared
6 42 (1.19%) Cisco Certification
6 42 (1.19%) CISSP
7 40 (1.14%) PMI Certification
8 36 (1.02%) CISM
9 30 (0.85%) Postgraduate
10 29 (0.82%) ISTQB
11 25 (0.71%) ISEB
12 23 (0.65%) NVQ Level 3
13 22 (0.62%) CCNP
14 20 (0.57%) CEH
15 19 (0.54%) CCNA
16 17 (0.48%) CISA
17 15 (0.43%) ISTQB Foundation Certification
17 15 (0.43%) MCSE
17 15 (0.43%) SANS
Quality Assurance & Compliance
1 118 (3.35%) QA
2 42 (1.19%) SLA
3 37 (1.05%) Data Quality
3 37 (1.05%) ISO/IEC 27001
4 18 (0.51%) PCI DSS
5 17 (0.48%) ISO/IEC 17799
6 14 (0.40%) MiFID
7 12 (0.34%) HMG Security Policy Framework
8 10 (0.28%) Dodd-Frank
8 10 (0.28%) EMIR
9 5 (0.14%) Sarbanes-Oxley
10 4 (0.11%) SDET
11 3 (0.085%) SNOMED CT
11 3 (0.085%) WAI
12 2 (0.057%) FATCA
12 2 (0.057%) Government Security Classifications
12 2 (0.057%) ISO 9001
13 1 (0.028%) Actionable Recommendations
13 1 (0.028%) DO-178B
13 1 (0.028%) IEC 61508
System Software
1 93 (2.64%) Active Directory
2 56 (1.59%) Firmware
3 53 (1.50%) Docker
4 40 (1.14%) VMware Infrastructure
5 16 (0.45%) Terminal Services
5 16 (0.45%) Virtual Machines
5 16 (0.45%) VMware ESX
6 13 (0.37%) HDFS
7 6 (0.17%) Apache Flume
8 5 (0.14%) Hyper-V
8 5 (0.14%) vSphere
9 4 (0.11%) Cygwin
9 4 (0.11%) XenApp
10 3 (0.085%) Forefront TMG
10 3 (0.085%) Oracle RAC
10 3 (0.085%) Snort
11 2 (0.057%) ISA Server
11 2 (0.057%) VMware ESXi
11 2 (0.057%) Xen
11 2 (0.057%) XenDesktop
Systems Management
1 31 (0.88%) Grafana
1 31 (0.88%) Graphite
2 27 (0.77%) HP Quality Center
3 23 (0.65%) Opscode Chef
4 16 (0.45%) Puppet
5 15 (0.43%) Nagios
6 7 (0.20%) McAfee ePO
6 7 (0.20%) WSUS
7 5 (0.14%) Ansible
7 5 (0.14%) Nessus
7 5 (0.14%) SCCM
8 4 (0.11%) logstash
8 4 (0.11%) Mesos
8 4 (0.11%) Nmap
9 3 (0.085%) Ambari
9 3 (0.085%) Control-M
9 3 (0.085%) Kibana
9 3 (0.085%) Oozie
9 3 (0.085%) SCOM
9 3 (0.085%) SELinux
Vendors
1 379 (10.76%) Microsoft
2 239 (6.78%) Oracle
3 119 (3.38%) Tableau
4 92 (2.61%) Cisco
5 86 (2.44%) SAP
6 50 (1.42%) VMware
7 48 (1.36%) Google
8 28 (0.79%) Citrix
9 25 (0.71%) Salesforce.com
10 22 (0.62%) Adobe
11 21 (0.60%) Intel Security
11 21 (0.60%) Qualys
12 20 (0.57%) CheckPoint
13 18 (0.51%) HP
14 17 (0.48%) Red Hat
14 17 (0.48%) Splunk
15 16 (0.45%) Tripwire
16 15 (0.43%) Juniper
16 15 (0.43%) Sybase
16 15 (0.43%) Teradata
London
ClearCube Consulting
Salary: From £40,000 to £90,000 per annum
Posted: 11 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 7 hours ago
London
Lorien Resourcing
Salary: £30000 - £35000 per annum
Posted: 11 hours ago
London
Pioneer Search
Salary: £60000.00 - £70000.00 per annum
Posted: 3 hours ago
London
ClearCube Consulting
Salary: From £40,000 to £90,000 per annum
Posted: 10 hours ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £26000 - £30000 per annum, Benefits Bonus & Industry Leading Benefits
Posted: 11 hours ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: 10 hours ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £50000 per annum
Posted: 5 hours ago
London
Computer People
Salary: £40000.00 - £45000.00 per annum + Benefits & Bonus
Posted: 2 hours ago
Bristol, Avon
ENTERPRISE RECRUITMENT LTD
Salary: £45000 - £50000 per annum
Posted: 6 hours ago
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 3 hours ago
Central London / West End
X4 Group
Salary: £40k - 75k per year
Posted: 3 hours ago
Greater Manchester
EasyWebRecruitment.com
Salary: £25,000 + benefits
Posted: 12 hours ago
Surrey
Salt
Salary: £45000 - £60000 per annum + Benefits
Posted: 9 hours ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 13 hours ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: Yesterday
Woking, Surrey
Informatiq Consulting
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: Yesterday
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Hanover IT Recruitment
Salary: plus bonus and benefits
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + Bonus + Pension + LTI
Posted: 6 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: Yesterday
St. Albans, Hertfordshire
Networking People
Salary: £40000 - £50000 per annum + Bens
Posted: 5 hours ago
Cambridge, Cambridgeshire
Technical Futures
Salary: From £55,000 to £80,000 per annum + Benefits
Posted: 9 hours ago
West London
Anonymous recruiter
Salary: Excellent salary + benefits
Posted: Yesterday
City, London
JM
Salary: £34000 - £34001 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 2 days ago
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: Yesterday
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum + training + benefits
Posted: 2 days ago