The table below looks at the prevalence of the term Mathematics in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Mathematics over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Mathematics (Maths)
England / London
Rank 239 246 235
Rank change year-on-year
+7 -11
Contract jobs citing Mathematics 168 162 173
As % of all contract IT jobs located in London 0.87% 0.79% 0.83%
As % of the Miscellaneous category 2.39% 2.17% 2.30%
Number of daily rates quoted 126 112 147
Median daily rate £525 £513 £500
Median daily rate % change year-on-year
+2.43% +2.50%
90% offered a daily rate of more than £350 £300 £315
10% offered a daily rate of more than £825 £699 £675
UK excluding London median daily rate £375 £350 £334
% change year-on-year
+7.14% +4.86%
Number of hourly rates quoted 0 9 2
Median hourly rate - £15.08 £28.88
Median hourly rate % change year-on-year
- -47.77%
UK excluding London median hourly rate £14.88 £17.50 £15.25
% change year-on-year
-15.00% +14.75%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in contract jobs advertised in the London region.

Miscellaneous Category
London
Contract IT job ads with a match in the
Miscellaneous category
7015 7450 7537
As % of all contract IT jobs located in London 36.23% 36.29% 36.27%
Number of daily rates quoted 4826 5128 5305
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £313 £285 £275
10% offered a daily rate of more than £650 £650 £625
UK excluding London median daily rate £394 £375 £365
% change year-on-year
+4.93% +2.73%
Number of hourly rates quoted 114 134 150
Median hourly rate £25.00 £22.50 £17.87
Median hourly rate % change year-on-year
+11.11% +25.94%
90% offered a hourly rate of more than £14.00 £13.00 £13.25
10% offered a hourly rate of more than £50.00 £42.50 £37.00
UK excluding London median hourly rate £18.71 £21.50 £17.50
% change year-on-year
-12.96% +22.85%

Mathematics
Jobs Demand Trend in London

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

Mathematics Jobs Demand Trend in London

Mathematics
Daily Rate Trend in London

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

Mathematics Daily Rate Trend in London

Mathematics
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Mathematics across the London region over the 3 months to 17 January 2017.

Mathematics Daily Rate Histogram in London

Mathematics
Hourly Rate Trend in London

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

Mathematics Hourly Rate Trend in London

Mathematics
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Mathematics within the London region over the 3 months to 17 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +16 52 £500 -4.76% 43
Canary Wharf +3 4 £500 -24.52%
Docklands, London - 2 - -
Osterley - 2 £438 -
Hammersmith - 1 £500 -
Mathematics
England

Mathematics
Top 30 Related IT Skills in London

For the 6 months to 17 January 2017, IT contractor jobs citing Mathematics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for Mathematics.

1 189 (54.47%) Degree
2 164 (47.26%) Finance
3 152 (43.80%) Computer Science
4 120 (34.58%) Python
5 115 (33.14%) Statistics
6 113 (32.56%) SQL
7 112 (32.28%) Analytics
8 111 (31.99%) Agile Software Development
9 92 (26.51%) Java
10 82 (23.63%) C#
10 82 (23.63%) Banking
10 82 (23.63%) R
11 73 (21.04%) Physics
11 73 (21.04%) Hadoop
12 70 (20.17%) PhD
12 70 (20.17%) Analytical Skills
13 69 (19.88%) C++
14 67 (19.31%) Big Data
15 58 (16.71%) Front Office
15 58 (16.71%) Scala
16 56 (16.14%) Apache Spark
17 54 (15.56%) Machine Learning
18 51 (14.70%) Investment Banking
19 47 (13.54%) SQL Server
20 46 (13.26%) OO
21 45 (12.97%) .NET
21 45 (12.97%) Algorithms
22 44 (12.68%) Tableau
22 44 (12.68%) JavaScript
22 44 (12.68%) Git (software)

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 56 (16.14%) Apache Spark
2 31 (8.93%) SAS
3 13 (3.75%) Apache Pig
4 11 (3.17%) Apache
4 11 (3.17%) Confluence
5 8 (2.31%) WebSphere
6 6 (1.73%) Tomcat
7 5 (1.44%) GlassFish
7 5 (1.44%) JBoss
7 5 (1.44%) WebLogic
8 4 (1.15%) CMS
8 4 (1.15%) Elasticsearch
8 4 (1.15%) IBM HTTP Server
8 4 (1.15%) SharePoint
8 4 (1.15%) Sitecore CMS
8 4 (1.15%) Umbraco
9 2 (0.58%) Oracle Coherence
10 1 (0.29%) Drupal
10 1 (0.29%) Luigi
10 1 (0.29%) TPMS
Applications
1 28 (8.07%) MS Excel
2 13 (3.75%) SPSS
3 8 (2.31%) MS PowerPoint
4 7 (2.02%) MS Office
5 3 (0.86%) Stata
6 1 (0.29%) Doxygen
6 1 (0.29%) EViews
6 1 (0.29%) LaTeX
6 1 (0.29%) MS Visio
6 1 (0.29%) Photoshop
Business Applications
1 3 (0.86%) Documaker
2 2 (0.58%) Dynamics CRM
3 1 (0.29%) SAP HR
Cloud Services
1 18 (5.19%) Amazon AWS
2 14 (4.03%) GitHub
3 9 (2.59%) Google Analytics
4 7 (2.02%) Microsoft Azure
5 3 (0.86%) Adobe Analytics
5 3 (0.86%) Flurry Analytics
5 3 (0.86%) Google Cloud Platform
5 3 (0.86%) SaaS
6 2 (0.58%) Amazon S3
7 1 (0.29%) Akamai
7 1 (0.29%) Amazon Kinesis
7 1 (0.29%) AWS Lambda
7 1 (0.29%) Cloud Computing
7 1 (0.29%) IBM Cloud
7 1 (0.29%) Office 365
7 1 (0.29%) SuccessFactors
7 1 (0.29%) Taleo
Communications & Networking
1 11 (3.17%) HTTP
2 7 (2.02%) TCP/IP
3 5 (1.44%) Internet
4 4 (1.15%) Network Security
4 4 (1.15%) Softphone
4 4 (1.15%) VoIP
5 3 (0.86%) Firewall
5 3 (0.86%) FTP
5 3 (0.86%) Intrusion Detection
6 2 (0.58%) DVB
6 2 (0.58%) Ethernet
6 2 (0.58%) HTTPS
6 2 (0.58%) SSL
6 2 (0.58%) Wi-Fi
7 1 (0.29%) DHCP
7 1 (0.29%) DNS
7 1 (0.29%) IP Telephony
Database & Business Intelligence
1 73 (21.04%) Hadoop
2 67 (19.31%) Big Data
3 47 (13.54%) SQL Server
4 27 (7.78%) Relational Database
5 24 (6.92%) Data Warehouse
6 23 (6.63%) MongoDB
7 22 (6.34%) NoSQL
8 18 (5.19%) Apache Hive
9 14 (4.03%) Oracle Database
9 14 (4.03%) PostgreSQL
10 13 (3.75%) Apache Cassandra
10 13 (3.75%) Oracle Database 11g
10 13 (3.75%) QlikView
10 13 (3.75%) RDBMS
11 11 (3.17%) Spotfire
12 9 (2.59%) Data Lake
12 9 (2.59%) SQL Server 2008
13 8 (2.31%) SQL Server 2014
13 8 (2.31%) SQL Server 2016
14 7 (2.02%) Impala
Development Applications
1 44 (12.68%) Git (software)
2 28 (8.07%) JIRA
3 16 (4.61%) Subversion
4 9 (2.59%) gulp
4 9 (2.59%) Jenkins
4 9 (2.59%) Karma Test Runner
4 9 (2.59%) Maven
4 9 (2.59%) Visual Studio
5 7 (2.02%) Bower
5 7 (2.02%) Mocha
5 7 (2.02%) Protractor
5 7 (2.02%) Sinon.JS
5 7 (2.02%) Team Foundation Server
6 4 (1.15%) Ant
6 4 (1.15%) ClearCase
6 4 (1.15%) JUnit
7 3 (0.86%) Cucumber
7 3 (0.86%) Eclipse
7 3 (0.86%) Oracle Forms
7 3 (0.86%) Xcode
General
1 164 (47.26%) Finance
2 82 (23.63%) Banking
3 58 (16.71%) Front Office
4 51 (14.70%) Investment Banking
5 32 (9.22%) Marketing
6 27 (7.78%) Retail
7 21 (6.05%) Financial Institution
8 20 (5.76%) Games
9 10 (2.88%) Legal
9 10 (2.88%) Telecoms
10 5 (1.44%) Billing
10 5 (1.44%) Law
11 4 (1.15%) Retail Banking
12 3 (0.86%) Corporate Banking
12 3 (0.86%) Wholesale Banking
13 2 (0.58%) Pharmaceutical
14 1 (0.29%) Advertising
14 1 (0.29%) French Language
14 1 (0.29%) German Language
14 1 (0.29%) Publishing
Job Titles
1 141 (40.63%) Developer
2 61 (17.58%) Analyst
3 52 (14.99%) Data Scientist
4 45 (12.97%) C# Developer
5 34 (9.80%) Java Developer
6 30 (8.65%) .NET Developer
6 30 (8.65%) C# .NET Developer
7 26 (7.49%) Senior Developer
8 25 (7.20%) Quantitative Developer
9 22 (6.34%) C++ Developer
10 17 (4.90%) Data Analyst
10 17 (4.90%) Risk Analyst
11 16 (4.61%) Data Engineer
11 16 (4.61%) Qualitative Analyst
11 16 (4.61%) Quantitative Analyst
12 15 (4.32%) Front End Developer (Client-Side Developer)
13 13 (3.75%) C++ Quantitative Developer
13 13 (3.75%) Quantitative Risk Analyst
13 13 (3.75%) Senior Java Developer
14 12 (3.46%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 45 (12.97%) .NET
2 33 (9.51%) HTML
3 28 (8.07%) CSS
4 25 (7.20%) AngularJS
5 23 (6.63%) D3.js
6 17 (4.90%) REST
6 17 (4.90%) RESTful
7 16 (4.61%) Pandas
7 16 (4.61%) scikit-learn
7 16 (4.61%) Web Services
8 14 (4.03%) jQuery
9 13 (3.75%) HTML5
9 13 (3.75%) Middleware
9 13 (3.75%) Node.js
10 12 (3.46%) JSON
10 12 (3.46%) React
11 11 (3.17%) .NET Framework
11 11 (3.17%) CSS3
11 11 (3.17%) Natural Language Processing
12 10 (2.88%) Backbone.js
Miscellaneous
1 152 (43.80%) Computer Science
2 115 (33.14%) Statistics
3 73 (21.04%) Physics
4 70 (20.17%) Analytical Skills
5 45 (12.97%) Algorithms
6 41 (11.82%) Visualisation
7 40 (11.53%) Market Risk
8 36 (10.37%) Derivative
9 29 (8.36%) Credit Risk
10 28 (8.07%) Fixed Income
11 26 (7.49%) Equities
12 23 (6.63%) Applied Mathematics
13 22 (6.34%) Artificial Intelligence
13 22 (6.34%) Economics
13 22 (6.34%) Foreign Exchange (FX)
14 16 (4.61%) User Experience
15 14 (4.03%) Management Information System
16 8 (2.31%) Embedded Systems
16 8 (2.31%) Spread Betting
17 7 (2.02%) STB
Operating Systems
1 33 (9.51%) Linux
2 17 (4.90%) Unix
2 17 (4.90%) Windows
3 6 (1.73%) Android
4 5 (1.44%) Apple iOS
5 3 (0.86%) CentOS
5 3 (0.86%) Solaris
5 3 (0.86%) Ubuntu
5 3 (0.86%) Windows Server
6 1 (0.29%) Windows 7
Processes & Methodologies
1 112 (32.28%) Analytics
2 111 (31.99%) Agile Software Development
3 54 (15.56%) Machine Learning
4 46 (13.26%) OO
5 42 (12.10%) TDD
6 41 (11.82%) Risk Management
7 40 (11.53%) Scrum
8 37 (10.66%) Business Intelligence
9 36 (10.37%) Multithreading
10 30 (8.65%) Quantitative Finance
11 29 (8.36%) Open Source
12 28 (8.07%) E-Commerce
12 28 (8.07%) Validation
13 27 (7.78%) Statistical Analysis
14 26 (7.49%) Software Engineering
15 23 (6.63%) Asset Management
15 23 (6.63%) Data Analytics
15 23 (6.63%) Data Modelling
16 22 (6.34%) DevOps
16 22 (6.34%) OOP
Programming Languages
1 120 (34.58%) Python
2 113 (32.56%) SQL
3 92 (26.51%) Java
4 82 (23.63%) C#
4 82 (23.63%) R
5 69 (19.88%) C++
6 58 (16.71%) Scala
7 44 (12.68%) JavaScript
8 25 (7.20%) C
9 23 (6.63%) MATLAB
10 20 (5.76%) VBA
11 12 (3.46%) T-SQL
12 11 (3.17%) Shell Script
13 10 (2.88%) Objective-C
13 10 (2.88%) VB
14 9 (2.59%) VB.NET
15 8 (2.31%) Haskell
16 7 (2.02%) PHP
17 6 (1.73%) PL/SQL
18 3 (0.86%) Perl
Qualifications
1 189 (54.47%) Degree
2 70 (20.17%) PhD
3 4 (1.15%) CISM
3 4 (1.15%) CISSP
4 3 (0.86%) CISA
4 3 (0.86%) GIAC
4 3 (0.86%) PMI Certification
4 3 (0.86%) PMP
4 3 (0.86%) SC Cleared
4 3 (0.86%) Security Cleared
5 1 (0.29%) CISMP
5 1 (0.29%) Postgraduate
Quality Assurance & Compliance
1 15 (4.32%) QA
2 5 (1.44%) Data Quality
3 3 (0.86%) Actionable Recommendations
3 3 (0.86%) ISO/IEC 27001
3 3 (0.86%) ISO27002
3 3 (0.86%) PCI DSS
4 2 (0.58%) Basel III
4 2 (0.58%) SLA
4 2 (0.58%) Solvency II
5 1 (0.29%) Dodd-Frank
5 1 (0.29%) EMIR
5 1 (0.29%) MiFID
System Software
1 8 (2.31%) Active Directory
2 7 (2.02%) HDFS
3 4 (1.15%) Docker
4 3 (0.86%) Oracle RAC
5 1 (0.29%) VMware Infrastructure
Systems Management
1 4 (1.15%) Puppet
2 3 (0.86%) ArcSight ESM
2 3 (0.86%) Hadoop YARN
2 3 (0.86%) Oozie
3 1 (0.29%) ITRS Geneos
3 1 (0.29%) Kubernetes
3 1 (0.29%) Mesos
3 1 (0.29%) MOM
Vendors
1 44 (12.68%) Tableau
2 31 (8.93%) Oracle
3 15 (4.32%) Sybase
4 13 (3.75%) Google
5 12 (3.46%) WorldPay
6 10 (2.88%) Microsoft
7 6 (1.73%) Atlassian
7 6 (1.73%) Hortonworks
7 6 (1.73%) hybris
8 4 (1.15%) IBM
8 4 (1.15%) MicroStrategy
8 4 (1.15%) SAP
8 4 (1.15%) Siebel
8 4 (1.15%) Sitecore
8 4 (1.15%) Teradata
9 3 (0.86%) Adobe
9 3 (0.86%) ArcSight
9 3 (0.86%) Red Hat
9 3 (0.86%) Splunk
9 3 (0.86%) TIBCO
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