The table below looks at the prevalence of the term Mathematics in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Mathematics over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Mathematics (Maths)
England / London
Rank 149 108 174
Rank change year-on-year
-41 +66
Permanent jobs citing Mathematics 730 1196 766
As % of all permanent IT jobs located in London 2.21% 2.94% 1.86%
As % of the Miscellaneous category 4.77% 6.17% 4.08%
Number of salaries quoted 592 1005 634
Median salary £57,500 £57,500 £47,500
Median salary % change year-on-year
- +21.05%
90% offered a salary of more than £30,000 £32,500 £27,500
10% offered a salary of more than £95,000 £90,000 £75,000
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 London region.

Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
15315 19392 18790
As % of all permanent IT jobs located in London 46.37% 47.70% 45.70%
Number of salaries quoted 12795 16138 15555
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £35,000 £35,000 £33,412
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Mathematics
Jobs Demand Trend in London

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

Mathematics Jobs Demand Trend in London

Mathematics
Salary Trend in London

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

Mathematics Salary Trend in London

Mathematics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Mathematics across the London region over the 3 months to 22 January 2017.

Mathematics Salary Histogram in London

Mathematics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the London region over the 3 months to 22 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
City of London -16 141 £77,500 +10.71% 36
Uxbridge - 9 £77,500 -
Docklands, London - 7 £45,000 -
Canary Wharf -22 5 £90,000 +80.00%
Hayes - 3 £24,000 -
Kingston Upon Thames - 2 £37,500 - 2
Surbiton - 2 £55,000 -
Croydon +5 1 £21,500 -46.25%
Wembley +4 1 £25,000 -49.49%
Wimbledon - 1 £60,000 -
Romford - 1 £17,250 -
Twickenham - 1 £55,000 -
Bromley - 1 £30,000 -
Chessington - 1 £55,000 -
Mathematics
England

Mathematics
Top 30 Related IT Skills in London

For the 6 months to 22 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 London region with a requirement for Mathematics.

1 1004 (61.52%) Degree
2 944 (57.84%) Computer Science
3 706 (43.26%) Finance
4 608 (37.25%) SQL
5 514 (31.50%) Python
6 501 (30.70%) Java
7 450 (27.57%) Physics
8 413 (25.31%) C++
9 383 (23.47%) C#
10 342 (20.96%) Statistics
11 332 (20.34%) Analytics
12 326 (19.98%) Software Engineering
13 283 (17.34%) Analytical Skills
14 270 (16.54%) PhD
15 269 (16.48%) Agile Software Development
16 263 (16.12%) Banking
16 263 (16.12%) Algorithms
17 260 (15.93%) R
18 258 (15.81%) .NET
19 248 (15.20%) Machine Learning
20 221 (13.54%) Big Data
21 207 (12.68%) SQL Server
22 199 (12.19%) OO
23 189 (11.58%) JavaScript
24 188 (11.52%) Linux
25 176 (10.78%) HTML
26 169 (10.36%) Hadoop
27 168 (10.29%) Apache Spark
28 152 (9.31%) Front Office
29 149 (9.13%) Scala

Mathematics
Top Related IT Skills in London 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
1 168 (10.29%) Apache Spark
2 84 (5.15%) SAS
3 57 (3.49%) Apache
4 34 (2.08%) Elasticsearch
5 24 (1.47%) SharePoint
6 18 (1.10%) Apache Pig
7 13 (0.80%) Oracle SOA Suite
7 13 (0.80%) Tomcat
8 10 (0.61%) JBoss
9 9 (0.55%) K2 blackpearl
9 9 (0.55%) WebLogic
9 9 (0.55%) WebSphere
10 8 (0.49%) GlassFish
11 7 (0.43%) Jupyter
11 7 (0.43%) MS Exchange
12 6 (0.37%) Confluence
13 5 (0.31%) BizTalk Server
13 5 (0.31%) CMS
13 5 (0.31%) IIS
14 4 (0.25%) Apache Solr
Applications
1 81 (4.96%) MS Excel
2 55 (3.37%) MS Office
3 43 (2.63%) MS PowerPoint
4 42 (2.57%) SPSS
5 9 (0.55%) GNU Octave
6 4 (0.25%) EViews
6 4 (0.25%) MS Visio
6 4 (0.25%) XMetaL
7 3 (0.18%) Stata
8 2 (0.12%) CPLEX
9 1 (0.061%) Adobe Illustrator
9 1 (0.061%) Maple
9 1 (0.061%) MS Project
9 1 (0.061%) Photoshop
9 1 (0.061%) Simulink
9 1 (0.061%) Spreadsheet
Business Applications
1 4 (0.25%) Dynamics CRM
1 4 (0.25%) Oracle AML
2 2 (0.12%) Magento
2 2 (0.12%) Oracle TCA
3 1 (0.061%) Advent Geneva
3 1 (0.061%) Endur
3 1 (0.061%) Oracle Financials
3 1 (0.061%) Oracle General Ledger
3 1 (0.061%) Oracle Procure-to-Pay
3 1 (0.061%) SAP ERP
Cloud Services
1 79 (4.84%) Amazon AWS
2 39 (2.39%) Microsoft Azure
3 27 (1.65%) Google Analytics
4 22 (1.35%) SaaS
5 13 (0.80%) Google Cloud Platform
6 10 (0.61%) Adobe Analytics
6 10 (0.61%) GitHub
7 8 (0.49%) Amazon S3
7 8 (0.49%) Office 365
8 5 (0.31%) Amazon EC2
8 5 (0.31%) Amazon Kinesis
9 4 (0.25%) Cloud Computing
9 4 (0.25%) Slack
10 3 (0.18%) AWS Lambda
10 3 (0.18%) CloudFront
10 3 (0.18%) Google App Engine
10 3 (0.18%) Heroku
11 2 (0.12%) Amazon SQS
11 2 (0.12%) AWS Elastic Beanstalk
11 2 (0.12%) Route 53
Communications & Networking
1 19 (1.16%) Internet
2 16 (0.98%) Firewall
3 15 (0.92%) TCP/IP
4 10 (0.61%) FTP
5 7 (0.43%) HTTP
6 5 (0.31%) Wireless
7 4 (0.25%) LAN
7 4 (0.25%) WAN
8 3 (0.18%) SSL
8 3 (0.18%) VPN
9 2 (0.12%) Cisco IOS
9 2 (0.12%) Ethernet
9 2 (0.12%) HTTPS
9 2 (0.12%) IP Telephony
9 2 (0.12%) Kerberos
9 2 (0.12%) Network Security
9 2 (0.12%) VoIP
10 1 (0.061%) MQTT
10 1 (0.061%) NAS
10 1 (0.061%) VLAN
Database & Business Intelligence
1 221 (13.54%) Big Data
2 207 (12.68%) SQL Server
3 169 (10.36%) Hadoop
4 95 (5.82%) NoSQL
5 77 (4.72%) Data Mining
6 70 (4.29%) Relational Database
7 61 (3.74%) MongoDB
8 49 (3.00%) Data Warehouse
9 47 (2.88%) MySQL
10 36 (2.21%) Apache Hive
10 36 (2.21%) SQL Server Integration Services
11 33 (2.02%) PostgreSQL
12 31 (1.90%) Apache Cassandra
13 28 (1.72%) GIS
13 28 (1.72%) Neo4j
14 26 (1.59%) QlikView
15 24 (1.47%) Oracle Database
16 23 (1.41%) SQL Server 2012
17 22 (1.35%) Amazon Redshift
18 20 (1.23%) Power BI
Development Applications
1 58 (3.55%) Git (software)
2 47 (2.88%) Visual Studio
3 32 (1.96%) Selenium
4 24 (1.47%) NUnit
5 23 (1.41%) Team Foundation Server
6 22 (1.35%) JIRA
7 21 (1.29%) Maven
8 17 (1.04%) Subversion
9 15 (0.92%) JUnit
9 15 (0.92%) TeamCity
10 13 (0.80%) Gradle
10 13 (0.80%) Jenkins
11 11 (0.67%) Grunt
11 11 (0.67%) Vagrant
12 10 (0.61%) Karma Test Runner
13 9 (0.55%) gulp
13 9 (0.55%) SQL Server Management Studio (SSMS)
14 8 (0.49%) Eclipse
14 8 (0.49%) Octopus Deploy
14 8 (0.49%) SpecFlow
General
1 706 (43.26%) Finance
2 263 (16.12%) Banking
3 152 (9.31%) Front Office
4 133 (8.15%) Marketing
5 93 (5.70%) Games
6 72 (4.41%) Investment Banking
7 53 (3.25%) Retail
8 49 (3.00%) Telecoms
9 43 (2.63%) Advertising
10 33 (2.02%) Back Office
10 33 (2.02%) Legal
11 31 (1.90%) Automotive
12 27 (1.65%) Financial Institution
12 27 (1.65%) Law
13 23 (1.41%) Manufacturing
14 15 (0.92%) Aerospace
15 13 (0.80%) German Language
16 11 (0.67%) Spanish Language
17 8 (0.49%) French Language
17 8 (0.49%) Pharmaceutical
Job Titles
1 767 (47.00%) Developer
2 238 (14.58%) Analyst
3 226 (13.85%) Java Developer
4 213 (13.05%) C# Developer
5 194 (11.89%) Data Scientist
6 152 (9.31%) C++ Developer
7 138 (8.46%) Graduate
8 130 (7.97%) Senior Developer
9 107 (6.56%) .NET Developer
10 93 (5.70%) Quantitative Developer
11 92 (5.64%) C# .NET Developer
11 92 (5.64%) Junior
12 87 (5.33%) SQL Developer
13 78 (4.78%) Python Developer
14 76 (4.66%) Software Developer
15 66 (4.04%) Graduate Analyst
16 57 (3.49%) Junior Developer
17 55 (3.37%) Consultant
18 54 (3.31%) Data Analyst
19 49 (3.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 258 (15.81%) .NET
2 176 (10.78%) HTML
3 98 (6.00%) AngularJS
4 87 (5.33%) Web Services
5 83 (5.09%) CSS
6 71 (4.35%) XML
7 70 (4.29%) WPF
8 68 (4.17%) HTML5
9 58 (3.55%) ASP.NET
10 54 (3.31%) REST
11 53 (3.25%) jQuery
12 47 (2.88%) WCF
13 44 (2.70%) Qt
14 42 (2.57%) .NET Framework
15 38 (2.33%) React
16 37 (2.27%) Ajax
17 34 (2.08%) Node.js
17 34 (2.08%) SOAP
18 33 (2.02%) Flask
19 29 (1.78%) NumPy
Miscellaneous
1 944 (57.84%) Computer Science
2 450 (27.57%) Physics
3 342 (20.96%) Statistics
4 283 (17.34%) Analytical Skills
5 263 (16.12%) Algorithms
6 127 (7.78%) Economics
7 111 (6.80%) Hedge funds
8 102 (6.25%) Derivative
9 76 (4.66%) Visualisation
10 73 (4.47%) Artificial Intelligence
11 70 (4.29%) Fintech
12 66 (4.04%) Foreign Exchange (FX)
13 61 (3.74%) Equities
14 54 (3.31%) Data Structures
15 52 (3.19%) Applied Mathematics
16 51 (3.13%) Data Centre
17 44 (2.70%) Credit Risk
18 41 (2.51%) Market Risk
19 39 (2.39%) Fixed Income
20 33 (2.02%) Management Information System
Operating Systems
1 188 (11.52%) Linux
2 114 (6.99%) Windows
3 110 (6.74%) Unix
4 19 (1.16%) Android
5 12 (0.74%) Windows Server
6 11 (0.67%) Apple iOS
7 8 (0.49%) Mac OS X
8 5 (0.31%) Solaris
8 5 (0.31%) Windows 7
9 4 (0.25%) Windows Server 2008
9 4 (0.25%) Windows XP
10 3 (0.18%) Windows Server 2003
10 3 (0.18%) Windows Server 2012
11 2 (0.12%) Ubuntu
11 2 (0.12%) Windows 10
12 1 (0.061%) Mac OS
12 1 (0.061%) Red Hat Enterprise Linux
12 1 (0.061%) VMS
Processes & Methodologies
1 332 (20.34%) Analytics
2 326 (19.98%) Software Engineering
3 269 (16.48%) Agile Software Development
4 248 (15.20%) Machine Learning
5 199 (12.19%) OO
6 147 (9.01%) Multithreading
7 129 (7.90%) TDD
8 124 (7.60%) Business Intelligence
9 110 (6.74%) Risk Management
10 103 (6.31%) SDLC
11 100 (6.13%) DevOps
12 97 (5.94%) OOD
13 89 (5.45%) Data Analysis
14 84 (5.15%) Continuous Integration
15 78 (4.78%) ETL
16 75 (4.60%) Data Analytics
17 73 (4.47%) E-Commerce
18 71 (4.35%) Low Latency
19 70 (4.29%) OOP
20 68 (4.17%) Open Source
Programming Languages
1 608 (37.25%) SQL
2 514 (31.50%) Python
3 501 (30.70%) Java
4 413 (25.31%) C++
5 383 (23.47%) C#
6 260 (15.93%) R
7 189 (11.58%) JavaScript
8 149 (9.13%) Scala
9 86 (5.27%) C
10 68 (4.17%) MATLAB
11 61 (3.74%) PHP
12 46 (2.82%) VBA
13 34 (2.08%) Perl
14 33 (2.02%) Ruby
15 31 (1.90%) Shell Script
16 30 (1.84%) F#
17 27 (1.65%) VB.NET
18 26 (1.59%) T-SQL
18 26 (1.59%) VB
19 18 (1.10%) Haskell
Qualifications
1 1004 (61.52%) Degree
2 270 (16.54%) PhD
3 19 (1.16%) Microsoft Certification
4 16 (0.98%) ISTQB
5 12 (0.74%) CISSP
5 12 (0.74%) ISEB
5 12 (0.74%) Postgraduate
5 12 (0.74%) Security Cleared
6 10 (0.61%) MCTS
7 9 (0.55%) ITIL Certification
8 8 (0.49%) CISM
9 5 (0.31%) CCNA
9 5 (0.31%) CEH
9 5 (0.31%) Cisco Certification
10 4 (0.25%) CESG Certified Professional
10 4 (0.25%) SC Cleared
11 3 (0.18%) DV Cleared
11 3 (0.18%) ECSA
11 3 (0.18%) ISTQB Foundation Certification
11 3 (0.18%) SANS
Quality Assurance & Compliance
1 79 (4.84%) QA
2 11 (0.67%) MiFID
3 10 (0.61%) Data Quality
4 9 (0.55%) SLA
5 7 (0.43%) Dodd-Frank
5 7 (0.43%) EMIR
5 7 (0.43%) ISO/IEC 27001
6 3 (0.18%) ISO/IEC 17799
6 3 (0.18%) PCI DSS
6 3 (0.18%) SDET
6 3 (0.18%) SNOMED CT
7 2 (0.12%) FATCA
7 2 (0.12%) HMG Security Policy Framework
8 1 (0.061%) COBIT
8 1 (0.061%) CRD IV
8 1 (0.061%) Government Security Classifications
8 1 (0.061%) RMADS
System Software
1 43 (2.63%) Docker
2 30 (1.84%) Active Directory
3 12 (0.74%) Virtual Machines
4 11 (0.67%) HDFS
5 6 (0.37%) Apache Flume
5 6 (0.37%) VMware Infrastructure
6 4 (0.25%) Hyper-V
7 3 (0.18%) Apache ZooKeeper
7 3 (0.18%) Snort
8 2 (0.12%) Firmware
9 1 (0.061%) ISA Server
9 1 (0.061%) Terminal Services
9 1 (0.061%) vSphere
9 1 (0.061%) Xen
9 1 (0.061%) XenApp
Systems Management
1 20 (1.23%) Opscode Chef
2 13 (0.80%) Puppet
3 12 (0.74%) Nagios
4 5 (0.31%) Ansible
5 4 (0.25%) HP Quality Center
5 4 (0.25%) logstash
6 3 (0.18%) Ambari
6 3 (0.18%) Control-M
6 3 (0.18%) Kibana
6 3 (0.18%) Mesos
6 3 (0.18%) Oozie
7 2 (0.12%) Packer
7 2 (0.12%) SCCM
8 1 (0.061%) Computer Emergency Response Teams
8 1 (0.061%) CSIRT
8 1 (0.061%) Nessus
8 1 (0.061%) PaperCut
Vendors
1 130 (7.97%) Microsoft
2 112 (6.86%) Oracle
3 75 (4.60%) Tableau
4 56 (3.43%) SAP
5 40 (2.45%) Google
6 21 (1.29%) Salesforce.com
7 15 (0.92%) Citrix
7 15 (0.92%) Sybase
8 14 (0.86%) Adobe
8 14 (0.86%) Cisco
8 14 (0.86%) MicroStrategy
8 14 (0.86%) Splunk
9 12 (0.74%) Vertica
10 11 (0.67%) SaltStack
11 10 (0.61%) Informatica
11 10 (0.61%) StreamBase
11 10 (0.61%) VMware
12 9 (0.55%) Omniture
13 8 (0.49%) RedGate
14 7 (0.43%) Solace
London
Understanding Recruitment
Salary: £30000.00 - £40000.00 per annum
Posted: 3 hours ago
City, London
Talent International
Posted: Yesterday
City, London
JM
Salary: £34000 - £34001 per annum
Posted: 2 days ago
City, London
Pioneer Search
Salary: £75000 - £90000 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 2 days ago
London
IT Connections
Salary: 60000
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £40,000 to £90,000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 2 days ago
City, London
Pioneer Search
Salary: £60000 - £70000 per annum
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £75000 - £85000 per annum
Posted: 2 days ago
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: 2 days ago
City, London
Client Server
Salary: £65k to £90k + bonus + benefits
Posted: 2 days ago
South West London
Quant Capital
Salary: 60,000.00 + benefits and bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 2 days ago
London
Lorien Resourcing
Salary: £30000 - £35000 per annum
Posted: 3 days ago
Central London / West End
IT Connections
Salary: £35,000 to £45,000
Posted: 2 days ago
London
IT Connections
Salary: £25,000 to £35,000
Posted: 2 days ago
London
Pioneer Search
Salary: £60000.00 - £70000.00 per annum
Posted: 3 days ago
London
Tindall IT Resourcing
Salary: From £45,000 to £65,000 per annum GBP 45 - 65k +Bonuses
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £40,000 to £90,000 per annum
Posted: 3 days ago
London
IT Connections
Salary: to £60,000
Posted: 2 days ago
City, London
TEKsystems
Salary: £50000 - £85000 per annum
Posted: Yesterday
Central London / West End
Client Server
Salary: £25k to £35k + benefits
Posted: 2 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 4 days ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: 3 days ago
North London
Real Time Recruitment Solutions
Salary: 30,0000 - 50,000
Posted: 2 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 5 days ago
London
Uniting Ambition
Salary: £22k per year
Posted: 2 days ago
London
ISL
Salary: £45000 - £70000 per annum + flexible hours, bonus, equity
Posted: 2 days ago
London
ECM Selection
Salary: £outstanding + bens + bonus
Posted: 2 days ago