The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England / London
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 148 104 86
Rank change year-on-year -44 -18  
Permanent jobs citing Mathematics 846 1118 1521
As % of all permanent IT jobs advertised in London 2.30% 2.83% 3.39%
As % of the Processes & Methodologies category 2.52% 3.13% 3.81%
Number of salaries quoted 731 976 1281
Median salary £60,000 £60,000 £52,500
Median salary % change year-on-year - +14.28%  
90% offered a salary of more than £29,550 £34,850 £27,500
10% offered a salary of more than £100,000 £100,000 £85,000
UK excluding London median salary £37,500 £40,000 £38,500
% change year-on-year -6.25% +3.89%  

Mathematics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 33547 35737 39897
As % of all permanent IT job vacancies advertised in London 91.07% 90.55% 88.99%
Number of salaries quoted 26755 30975 33510
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year +0.83% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Mathematics
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Mathematics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Mathematics in London

Mathematics
Salary Trend in London

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

Salary trend for Mathematics in London

Mathematics
Salary Histogram in London

The salary distribution of IT jobs citing Mathematics in London over the 3 months to 26 June 2017.

Salary histogram for Mathematics 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 26 June 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 -20 141 £52,500 -22.22% 30
West End of London +5 22 £35,000 -12.50% 7
Docklands, London - 7 £67,500 -
Wimbledon +1 4 - -
Uxbridge - 4 £35,000 -
Mayfair +1 3 £85,000 +36.00%
Canary Wharf -9 2 £67,500 +43.61%
Wembley -6 1 £35,000 -12.50% 1
Ealing - 1 £65,000 -
Harrow - 1 £35,000 -
Teddington - 1 £28,500 -
Mathematics
England

For the 6 months to 26 June 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 1040 (56.64%) Degree
2 970 (52.83%) Computer Science
3 850 (46.30%) Finance
4 661 (36.00%) SQL
5 596 (32.46%) Python
6 531 (28.92%) Analytics
7 500 (27.23%) Java
8 477 (25.98%) C++
9 458 (24.95%) Physics
10 429 (23.37%) C#
11 360 (19.61%) Agile Software Development
12 320 (17.43%) Linux
13 309 (16.83%) PhD
13 309 (16.83%) Analytical Skills
14 308 (16.78%) Numerate Degree
15 295 (16.07%) Software Engineering
16 293 (15.96%) Statistics
17 284 (15.47%) R
18 270 (14.71%) JavaScript
19 262 (14.27%) SQL Server
20 258 (14.05%) Algorithms
21 253 (13.78%) Machine Learning
22 244 (13.29%) Banking
23 238 (12.96%) Big Data
24 230 (12.53%) Windows
25 227 (12.36%) HTML
26 219 (11.93%) Microsoft
27 215 (11.71%) .NET
28 186 (10.13%) OO
28 186 (10.13%) Computer Science Degree

Mathematics
Co-occurring 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
1 108 (5.88%) SAS
2 93 (5.07%) Apache Spark
3 43 (2.34%) Elasticsearch
4 29 (1.58%) Apache
5 25 (1.36%) Tomcat
6 18 (0.98%) Jetty
7 17 (0.93%) nginx
8 13 (0.71%) Apache Solr
8 13 (0.71%) WebSphere
9 11 (0.60%) Apache Pig
10 10 (0.54%) WebLogic
11 9 (0.49%) SharePoint
12 8 (0.44%) JBoss
13 7 (0.38%) DataSynapse
13 7 (0.38%) MS Exchange
13 7 (0.38%) NServiceBus
14 6 (0.33%) Exchange Server 2010
14 6 (0.33%) Tornado
15 5 (0.27%) Apache Airflow
15 5 (0.27%) Luigi
Applications
1 183 (9.97%) Microsoft Excel
2 48 (2.61%) SPSS
3 23 (1.25%) Microsoft Office
4 22 (1.20%) Spreadsheet
5 21 (1.14%) Microsoft PowerPoint
6 19 (1.03%) Stata
7 13 (0.71%) EViews
8 5 (0.27%) MS Visio
8 5 (0.27%) Photoshop
9 3 (0.16%) Autodesk Inventor
9 3 (0.16%) Siemens NX
9 3 (0.16%) Solid Edge
9 3 (0.16%) SPSS Modeler
10 2 (0.11%) Microsoft Project
11 1 (0.054%) AutoCAD
11 1 (0.054%) Gephi
11 1 (0.054%) Mathematica
Business Applications
1 20 (1.09%) Actimize
2 7 (0.38%) Unica
3 6 (0.33%) Adobe Campaign
4 5 (0.27%) Dynamics CRM
5 3 (0.16%) HFM
5 3 (0.16%) Hyperion Planning
6 2 (0.11%) LatentZero
6 2 (0.11%) thinkFolio
7 1 (0.054%) FastStats
7 1 (0.054%) Front Arena
7 1 (0.054%) Loan IQ
7 1 (0.054%) Oracle Applications
7 1 (0.054%) Oracle General Ledger
7 1 (0.054%) Remedy ITSM
7 1 (0.054%) SAP ERP
7 1 (0.054%) SAP GTS
7 1 (0.054%) SAP Oil and Gas
7 1 (0.054%) Summit
7 1 (0.054%) Temenos Globus
7 1 (0.054%) WebTrends
Cloud Services
1 109 (5.94%) Microsoft Azure
2 93 (5.07%) Amazon AWS
3 60 (3.27%) Google Cloud Platform
4 37 (2.02%) SaaS
5 30 (1.63%) Azure Machine Learning
6 26 (1.42%) Google Analytics
7 19 (1.03%) CloudBees
8 9 (0.49%) GitHub
9 8 (0.44%) Adobe Analytics
9 8 (0.44%) Office 365
10 7 (0.38%) Amazon S3
11 5 (0.27%) Cloud Computing
11 5 (0.27%) FinancialForce.com
11 5 (0.27%) Trello
12 3 (0.16%) AWS Lambda
13 2 (0.11%) AdWords
13 2 (0.11%) Amazon EMR
13 2 (0.11%) G Suite
13 2 (0.11%) Google App Engine
13 2 (0.11%) PaaS
Communications & Networking
1 23 (1.25%) NAS
2 22 (1.20%) Firewall
3 20 (1.09%) Internet
4 16 (0.87%) HTTP
5 13 (0.71%) TCP/IP
5 13 (0.71%) VoIP
6 11 (0.60%) Broadband
7 9 (0.49%) DNS
7 9 (0.49%) LAN
7 9 (0.49%) WAN
8 8 (0.44%) VPN
9 7 (0.38%) DHCP
9 7 (0.38%) HTTPS
9 7 (0.38%) SNMP
10 4 (0.22%) Ethernet
10 4 (0.22%) Intranet
11 3 (0.16%) Cisco IOS
11 3 (0.16%) SAN
12 2 (0.11%) FIX Connectivity
12 2 (0.11%) Wireless
Database & Business Intelligence
1 262 (14.27%) SQL Server
2 238 (12.96%) Big Data
3 181 (9.86%) NoSQL
4 134 (7.30%) Hadoop
5 107 (5.83%) Data Warehouse
6 91 (4.96%) MongoDB
7 84 (4.58%) QlikView
8 78 (4.25%) Power BI
9 75 (4.08%) SQL Server Reporting Services
10 73 (3.98%) Relational Database
11 72 (3.92%) Data Mining
12 67 (3.65%) SQL Server Integration Services
13 56 (3.05%) MySQL
14 48 (2.61%) SQL Server Analysis Services
15 42 (2.29%) PostgreSQL
16 33 (1.80%) Amazon Redshift
17 29 (1.58%) SQL Server 2008
18 28 (1.53%) Apache Hive
19 24 (1.31%) RDBMS
20 22 (1.20%) BusinessObjects
Development Applications
1 115 (6.26%) Git (software)
2 76 (4.14%) Subversion
3 68 (3.70%) JIRA
4 53 (2.89%) Jenkins
5 48 (2.61%) Team Foundation Server
6 44 (2.40%) Selenium
7 41 (2.23%) Hudson
8 37 (2.02%) Atlassian Bamboo
9 35 (1.91%) Maven
10 32 (1.74%) JUnit
11 31 (1.69%) TeamCity
12 28 (1.53%) Vagrant
13 24 (1.31%) Visual Studio
14 23 (1.25%) HP UFT
15 22 (1.20%) GitLab
16 21 (1.14%) Karma Test Runner
16 21 (1.14%) Octopus Deploy
17 20 (1.09%) webpack
18 19 (1.03%) GoCD
18 19 (1.03%) IBM UrbanCode
General
1 850 (46.30%) Finance
2 244 (13.29%) Banking
3 167 (9.10%) Front Office
4 101 (5.50%) Marketing
5 96 (5.23%) Games
6 92 (5.01%) Investment Banking
7 80 (4.36%) Retail
8 55 (3.00%) Telecoms
9 54 (2.94%) Financial Institution
10 49 (2.67%) Advertising
11 43 (2.34%) Electronics
12 40 (2.18%) Legal
13 38 (2.07%) Automotive
14 22 (1.20%) Aerospace
15 16 (0.87%) Law
16 15 (0.82%) Billing
16 15 (0.82%) Manufacturing
17 8 (0.44%) Back Office
17 8 (0.44%) Publishing
17 8 (0.44%) Retail Banking
Job Titles
1 692 (37.69%) Developer
2 330 (17.97%) Analyst
3 190 (10.35%) C# Developer
4 160 (8.71%) Data Scientist
5 141 (7.68%) Graduate
6 127 (6.92%) C++ Developer
7 122 (6.64%) Java Developer
8 118 (6.43%) Consultant
9 109 (5.94%) Senior Developer
10 107 (5.83%) Junior
11 95 (5.17%) Python Developer
12 91 (4.96%) Quantitative Developer
12 91 (4.96%) Software Engineer
13 80 (4.36%) Data Analyst
14 70 (3.81%) Software Developer
15 65 (3.54%) .NET Developer
16 61 (3.32%) Junior Developer
17 52 (2.83%) SQL Developer
18 51 (2.78%) C++ Software Engineer
19 49 (2.67%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 227 (12.36%) HTML
2 215 (11.71%) .NET
3 167 (9.10%) AngularJS
4 165 (8.99%) CSS
5 84 (4.58%) HTML5
6 77 (4.19%) RESTful
7 74 (4.03%) XML
8 69 (3.76%) ASP.NET
9 65 (3.54%) jQuery
10 56 (3.05%) REST
11 53 (2.89%) Spring
12 51 (2.78%) Natural Language Processing
12 51 (2.78%) React
12 51 (2.78%) Web Services
13 50 (2.72%) Node.js
13 50 (2.72%) Qt
14 46 (2.51%) STL
15 45 (2.45%) J2EE
16 44 (2.40%) WCF
17 43 (2.34%) WebSockets
Miscellaneous
1 970 (52.83%) Computer Science
2 309 (16.83%) Analytical Skills
3 258 (14.05%) Algorithms
4 166 (9.04%) Hedge funds
5 123 (6.70%) Fintech
6 118 (6.43%) Derivative
7 100 (5.45%) Equities
8 98 (5.34%) Greenfield Project
9 77 (4.19%) Fixed Income
10 72 (3.92%) Management Information System
11 70 (3.81%) Foreign Exchange (FX)
12 69 (3.76%) Data Structures
13 46 (2.51%) Market Risk
14 35 (1.91%) User Experience
15 34 (1.85%) 3D Graphics
16 28 (1.53%) Data Centre
16 28 (1.53%) Field-Programmable Gate Array
17 27 (1.47%) Credit Risk
18 25 (1.36%) OTC Derivatives
19 23 (1.25%) Equity Derivative
Operating Systems
1 320 (17.43%) Linux
2 230 (12.53%) Windows
3 155 (8.44%) Unix
4 29 (1.58%) Windows Server
5 22 (1.20%) Windows 7
6 20 (1.09%) Red Hat Enterprise Linux
6 20 (1.09%) Windows Server 2008
6 20 (1.09%) Windows Server 2012
7 19 (1.03%) CoreOS
8 18 (0.98%) Android
9 17 (0.93%) Windows 10
10 14 (0.76%) Solaris
11 12 (0.65%) Ubuntu
12 5 (0.27%) Apple iOS
13 3 (0.16%) VMS
14 2 (0.11%) Mac OS X
15 1 (0.054%) Debian
15 1 (0.054%) HPUX
Processes & Methodologies
1 531 (28.92%) Analytics
2 458 (24.95%) Physics
3 360 (19.61%) Agile Software Development
4 295 (16.07%) Software Engineering
5 293 (15.96%) Statistics
6 253 (13.78%) Machine Learning
7 186 (10.13%) OO
8 180 (9.80%) Business Intelligence
9 150 (8.17%) Visualisation
10 125 (6.81%) DevOps
11 115 (6.26%) Scrum
12 109 (5.94%) Low Latency
13 107 (5.83%) Data Visualisation
14 106 (5.77%) Data Analysis
15 104 (5.66%) Mentoring
16 100 (5.45%) TDD
17 99 (5.39%) Multithreading
18 98 (5.34%) SDLC
19 97 (5.28%) Data Analytics
20 94 (5.12%) Economics
Programming Languages
1 661 (36.00%) SQL
2 596 (32.46%) Python
3 500 (27.23%) Java
4 477 (25.98%) C++
5 429 (23.37%) C#
6 284 (15.47%) R
7 270 (14.71%) JavaScript
8 136 (7.41%) Scala
9 118 (6.43%) C
10 104 (5.66%) MATLAB
11 86 (4.68%) VBA
12 80 (4.36%) F#
13 63 (3.43%) Shell Script
14 47 (2.56%) T-SQL
15 38 (2.07%) Ruby
16 26 (1.42%) VB
16 26 (1.42%) VB.NET
17 25 (1.36%) Perl
18 22 (1.20%) Groovy
19 20 (1.09%) PHP
Qualifications
1 1040 (56.64%) Degree
2 309 (16.83%) PhD
3 308 (16.78%) Numerate Degree
4 186 (10.13%) Computer Science Degree
5 73 (3.98%) Master's Degree
6 15 (0.82%) CISSP
7 10 (0.54%) ISTQB
7 10 (0.54%) Postgraduate
8 8 (0.44%) CISM
9 7 (0.38%) CIMA
9 7 (0.38%) CISA
9 7 (0.38%) ISEB
10 6 (0.33%) Cisco Certification
10 6 (0.33%) Microsoft Certification
10 6 (0.33%) RHCE
11 5 (0.27%) CCNA
11 5 (0.27%) DV Cleared
11 5 (0.27%) Security Cleared
12 4 (0.22%) ACCA
12 4 (0.22%) ISO 27001 Lead Auditor
Quality Assurance & Compliance
1 96 (5.23%) QA
2 31 (1.69%) Data Quality
3 12 (0.65%) MiFID
4 11 (0.60%) ISO/IEC 27001
5 9 (0.49%) EMIR
6 8 (0.44%) PMO
7 6 (0.33%) Dodd-Frank
7 6 (0.33%) GDPR
8 5 (0.27%) GCP
8 5 (0.27%) IFRS
8 5 (0.27%) SLA
8 5 (0.27%) WCAG
9 4 (0.22%) Actionable Recommendations
9 4 (0.22%) IFRS 9
10 3 (0.16%) Basel III
11 2 (0.11%) FATCA
12 1 (0.054%) COBIT
12 1 (0.054%) PCI DSS
System Software
1 41 (2.23%) Docker
2 37 (2.02%) Active Directory
3 29 (1.58%) VMware Infrastructure
4 11 (0.60%) XenApp
5 9 (0.49%) HDFS
5 9 (0.49%) Veritas Cluster Server
6 8 (0.44%) Hyper-V
7 5 (0.27%) Virtual Machines
8 4 (0.22%) Virtual Desktop
9 3 (0.16%) Firmware
10 1 (0.054%) Apache Flume
10 1 (0.054%) Apache ZooKeeper
10 1 (0.054%) KVM
10 1 (0.054%) ProxySG
10 1 (0.054%) Snort
10 1 (0.054%) VirtualBox
10 1 (0.054%) Xen
Systems Management
1 39 (2.12%) Puppet
2 32 (1.74%) Kubernetes
3 27 (1.47%) Ansible
3 27 (1.47%) Opscode Chef
4 25 (1.36%) Nagios
5 19 (1.03%) CA Service Virtualization
5 19 (1.03%) Graphite
6 16 (0.87%) Kibana
6 16 (0.87%) logstash
7 13 (0.71%) Backup Exec
7 13 (0.71%) SCCM
8 3 (0.16%) AirWatch
8 3 (0.16%) Control-M
9 1 (0.054%) Grafana
9 1 (0.054%) Mesos
9 1 (0.054%) Packer
9 1 (0.054%) Piwik
9 1 (0.054%) QRadar
9 1 (0.054%) StatsD
9 1 (0.054%) Terraform
Vendors
1 219 (11.93%) Microsoft
2 166 (9.04%) Oracle
3 139 (7.57%) Tableau
4 101 (5.50%) Google
5 64 (3.49%) SAP
6 49 (2.67%) Salesforce.com
6 49 (2.67%) VMware
7 33 (1.80%) IBM
8 29 (1.58%) Bloomberg
9 26 (1.42%) NetApp
10 25 (1.36%) SaltStack
11 24 (1.31%) Red Hat
12 22 (1.20%) Cisco
13 21 (1.14%) CA
13 21 (1.14%) Reuters
14 20 (1.09%) AppDynamics
15 19 (1.03%) Dynatrace
15 19 (1.03%) MicroStrategy
15 19 (1.03%) New Relic
15 19 (1.03%) XebiaLabs
City, London
Client Server
Salary: £60k to £75k + benefits
Posted: 3 hours ago
City, London
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 3 hours ago
North West London
Understanding Recruitment
Salary: £50000 - £55000 per annum + shares
Posted: 5 hours ago
London
Optima Connections
Salary: Up to £85,000 per annum + Bonus + Benefits
Posted: 29 minutes ago
London
Harrington Starr
Salary: £20 - £40 per annum
Posted: Yesterday
City, London
Harrington Starr
Salary: £35000 - £45000 per annum + Bonus + Benefits + Training
Posted: 2 days ago
London
TEKsystems
Salary: £40000 - £90000 per annum + Annual Bonus and Benefits
Posted: 13 hours ago
City, London
TEKsystems
Salary: £60000 - £140000 per annum + bonus and pension
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £50,000 to £85,000 per annum
Posted: 2 days ago
London
IT Connections
Salary: to £60,000
Posted: 2 days ago
London
ISL
Salary: £30000.00 - £35000.00 per annum
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £60,000 to £85,000 per annum + Stock Options
Posted: 3 days ago
City, London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 4 days ago
Central London / West End
IT Connections
Salary: £40,000 to £50,000
Posted: 2 days ago
London
ISL
Salary: £35000 - £40000 per annum
Posted: 3 days ago
North London
Ashdown IT
Salary: £40000 - £45000 per annum
Posted: 4 days ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £55,000 to £85,000 per annum
Posted: 3 days ago
Croydon, Surrey
Vantage Recruitment Solutions Ltd
Salary: From £25,000 to £25,000 per annum
Posted: 4 days ago
London
IT Connections
Salary: £25,000 to £30,000
Posted: 2 days ago
London
Harvey Nash plc
Salary: £40000 - £70000 per annum
Posted: 2 days ago
Croydon, Surrey
Vantage Recruitment Solutions Ltd
Salary: Up to £25,000 per annum
Posted: 4 days ago
London
Senitor Associates
Salary: £30000 per annum + training
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: Up to £75,000 + Bonus
Posted: 4 days ago
London
Oho Group Ltd.
Salary: £25000 - £50000 per annum
Posted: 4 days ago
City, London
Client Server
Salary: £50k to £65k + benefits
Posted: 5 days ago
London
Energon People
Salary: £30000 - £35000 per annum
Posted: 3 days ago
London
Westbourne Partners
Salary: Up to £120,000 per annum
Posted: 2 days ago
London
ReThink Recruitment
Salary: £20000.00 - £35000.00 per annum
Posted: 6 days ago
City, London
Evolution Recruitment Solutions
Salary: 30,000 + BENEFITS
Posted: 4 days ago