The table below looks at the prevalence of the term Mathematics in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Mathematics over the 3 months to 8 December 2016 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
8 Dec 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 322 336 356
Rank change year-on-year
+14 +20
Contract jobs citing Mathematics 293 308 284
As % of all contract IT jobs located in England 0.64% 0.61% 0.55%
As % of the Miscellaneous category 1.95% 1.82% 1.71%
Number of daily rates quoted 187 182 184
Median daily rate £476 £475 £463
Median daily rate % change year-on-year
+0.10% +2.70%
90% offered a daily rate of more than £282 £250 £262
10% offered a daily rate of more than £770 £699 £668
UK excluding London median daily rate £375 £350 £350
% change year-on-year
+7.14% -
Number of hourly rates quoted 20 52 21
Median hourly rate £15.25 £15.25 £15.25
90% offered a hourly rate of more than £12.75 £13.00 £11.00
10% offered a hourly rate of more than £23.20 £55.00 £40.50
UK excluding London median hourly rate £15.25 £15.25 £14.00
% change year-on-year
- +8.92%
Mathematics
UK

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

Miscellaneous Category
England
Contract IT job ads with a match in the
Miscellaneous category
14996 16904 16619
As % of all contract IT jobs located in England 32.58% 33.44% 32.21%
Number of daily rates quoted 9763 10773 10704
Median daily rate £450 £425 £415
Median daily rate % change year-on-year
+5.88% +2.40%
90% offered a daily rate of more than £250 £250 £238
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £380 £385 £363
% change year-on-year
-1.29% +6.20%
Number of hourly rates quoted 537 721 701
Median hourly rate £19.14 £20.00 £17.00
Median hourly rate % change year-on-year
-4.30% +17.64%
90% offered a hourly rate of more than £12.00 £12.02 £11.00
10% offered a hourly rate of more than £45.00 £45.00 £42.50
UK excluding London median hourly rate £18.53 £19.50 £16.84
% change year-on-year
-5.00% +15.79%

Mathematics
Jobs Demand Trend in England

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

Mathematics Jobs Demand Trend in England

Mathematics
Daily Rate Trend in England

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

Mathematics Daily Rate Trend in England

Mathematics
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Mathematics across the England region over the 3 months to 8 December 2016.

Mathematics Daily Rate Histogram in England

Mathematics
Hourly Rate Trend in England

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

Mathematics Hourly Rate Trend in England

Mathematics
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Mathematics across the England region over the 3 months to 8 December 2016.

Mathematics Hourly Rate Histogram in England

Mathematics
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Mathematics within the England region over the 3 months to 8 December 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -12 182 £525 - 133
South East +30 31 £250 -16.66% 50
South West +14 21 £500 +25.00% 19
West Midlands +1 17 £236 -27.30% 13
East of England +10 14 £298 -0.83% 45
East Midlands 0 14 £375 +62.16% 8
North West -2 7 £431 +30.68% 18
Yorkshire +6 4 - - 13
North East -30 4 £330 - 3
Mathematics
UK

Mathematics
Top 30 Related IT Skills in England

For the 6 months to 8 December 2016, 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 England region with a requirement for Mathematics.

1 329 (57.22%) Degree
2 222 (38.61%) Computer Science
3 199 (34.61%) Finance
4 186 (32.35%) SQL
5 169 (29.39%) Statistics
6 164 (28.52%) Python
7 158 (27.48%) Analytics
8 156 (27.13%) Agile Software Development
9 134 (23.30%) Java
10 124 (21.57%) R
11 121 (21.04%) Analytical Skills
12 109 (18.96%) Hadoop
12 109 (18.96%) Physics
13 104 (18.09%) C#
14 101 (17.57%) Big Data
15 95 (16.52%) Banking
16 93 (16.17%) Machine Learning
17 89 (15.48%) PhD
18 86 (14.96%) C++
19 74 (12.87%) Algorithms
20 72 (12.52%) SAS
21 70 (12.17%) Business Intelligence
22 66 (11.48%) C
22 66 (11.48%) Apache Spark
22 66 (11.48%) Visualisation
23 65 (11.30%) JavaScript
24 63 (10.96%) SQL Server
25 61 (10.61%) Windows
26 59 (10.26%) .NET
27 55 (9.57%) Scala

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 72 (12.52%) SAS
2 66 (11.48%) Apache Spark
3 21 (3.65%) Apache Pig
4 18 (3.13%) Apache
5 13 (2.26%) Tomcat
6 12 (2.09%) Elasticsearch
7 9 (1.57%) Confluence
8 8 (1.39%) Apache Solr
8 8 (1.39%) WebSphere
9 7 (1.22%) CMS
10 6 (1.04%) GlassFish
10 6 (1.04%) JBoss
10 6 (1.04%) WebLogic
11 5 (0.87%) IIS
11 5 (0.87%) SharePoint
12 4 (0.70%) IBM HTTP Server
12 4 (0.70%) MS Exchange
12 4 (0.70%) Sitecore CMS
12 4 (0.70%) Umbraco
13 2 (0.35%) Oracle Coherence
Applications
1 46 (8.00%) MS Excel
2 34 (5.91%) SPSS
3 19 (3.30%) MS Office
4 14 (2.43%) MS PowerPoint
5 7 (1.22%) MS Visio
6 6 (1.04%) Stata
7 4 (0.70%) Weka
8 3 (0.52%) Spreadsheet
9 1 (0.17%) Acrobat
9 1 (0.17%) AutoCAD
9 1 (0.17%) Doxygen
9 1 (0.17%) EViews
9 1 (0.17%) LaTeX
9 1 (0.17%) Photoshop
9 1 (0.17%) Simulink
9 1 (0.17%) Stateflow
Business Applications
1 3 (0.52%) FastStats
2 2 (0.35%) Cognos Business Intelligence
2 2 (0.35%) Dynamics CRM
2 2 (0.35%) SAP HCM
3 1 (0.17%) Documaker
3 1 (0.17%) Infor M3
3 1 (0.17%) Oracle Financials
3 1 (0.17%) RMDS
3 1 (0.17%) SAP BPC
3 1 (0.17%) SAP HR
3 1 (0.17%) SAP Oil and Gas
3 1 (0.17%) WebTrends
Cloud Services
1 27 (4.70%) Amazon AWS
2 18 (3.13%) Microsoft Azure
3 17 (2.96%) SaaS
4 15 (2.61%) PaaS
5 13 (2.26%) GitHub
6 12 (2.09%) Google Analytics
7 8 (1.39%) Amazon S3
8 7 (1.22%) IaaS
9 4 (0.70%) Adobe Analytics
10 3 (0.52%) Flurry Analytics
10 3 (0.52%) Google Cloud Platform
11 2 (0.35%) Cloud Computing
11 2 (0.35%) G Suite
11 2 (0.35%) Office 365
12 1 (0.17%) Amazon Kinesis
12 1 (0.17%) AWS Lambda
12 1 (0.17%) IBM Cloud
12 1 (0.17%) SuccessFactors
12 1 (0.17%) Taleo
Communications & Networking
1 12 (2.09%) Internet
2 10 (1.74%) HTTP
3 7 (1.22%) Firewall
3 7 (1.22%) Network Security
3 7 (1.22%) TCP/IP
4 6 (1.04%) SNMP
5 4 (0.70%) DNS
5 4 (0.70%) Ethernet
5 4 (0.70%) Softphone
5 4 (0.70%) VoIP
5 4 (0.70%) Wireless
6 3 (0.52%) FTP
6 3 (0.52%) Intrusion Detection
6 3 (0.52%) LAN
6 3 (0.52%) SSL
6 3 (0.52%) WAN
6 3 (0.52%) Wi-Fi
7 2 (0.35%) DHCP
7 2 (0.35%) DVB
7 2 (0.35%) HTTPS
Database & Business Intelligence
1 109 (18.96%) Hadoop
2 101 (17.57%) Big Data
3 63 (10.96%) SQL Server
4 49 (8.52%) Relational Database
5 37 (6.43%) Data Warehouse
6 32 (5.57%) MongoDB
7 31 (5.39%) NoSQL
8 29 (5.04%) Apache Hive
9 24 (4.17%) Data Mining
10 22 (3.83%) RDBMS
11 16 (2.78%) Apache Cassandra
11 16 (2.78%) QlikView
12 15 (2.61%) Oracle Database
12 15 (2.61%) PostgreSQL
13 14 (2.43%) DB2
14 13 (2.26%) Data Lake
14 13 (2.26%) Power BI
14 13 (2.26%) SQL Server Integration Services
15 12 (2.09%) Spotfire
16 11 (1.91%) MySQL
Development Applications
1 42 (7.30%) Git (software)
2 22 (3.83%) JIRA
3 15 (2.61%) Maven
3 15 (2.61%) Subversion
4 12 (2.09%) Jenkins
4 12 (2.09%) NUnit
4 12 (2.09%) Team Foundation Server
5 9 (1.57%) Visual Studio
6 8 (1.39%) Karma Test Runner
6 8 (1.39%) Talend Open Studio
7 7 (1.22%) Bower
7 7 (1.22%) Eclipse
7 7 (1.22%) gulp
7 7 (1.22%) Mocha
7 7 (1.22%) Protractor
7 7 (1.22%) Sinon.JS
8 4 (0.70%) Ant
8 4 (0.70%) ClearCase
8 4 (0.70%) Cucumber
8 4 (0.70%) JUnit
General
1 199 (34.61%) Finance
2 95 (16.52%) Banking
3 50 (8.70%) Front Office
4 44 (7.65%) Marketing
5 43 (7.48%) Investment Banking
6 40 (6.96%) Retail
7 27 (4.70%) Games
8 22 (3.83%) Financial Institution
9 19 (3.30%) Telecoms
10 10 (1.74%) Aerospace
10 10 (1.74%) Legal
11 8 (1.39%) Retail Banking
12 7 (1.22%) Military
13 5 (0.87%) Manufacturing
14 4 (0.70%) Automotive
14 4 (0.70%) Corporate Banking
15 3 (0.52%) French Language
15 3 (0.52%) German Language
15 3 (0.52%) Law
15 3 (0.52%) Wholesale Banking
Job Titles
1 179 (31.13%) Developer
2 117 (20.35%) Analyst
3 84 (14.61%) Data Scientist
4 53 (9.22%) C# Developer
5 45 (7.83%) Java Developer
6 39 (6.78%) .NET Developer
7 36 (6.26%) C# .NET Developer
8 34 (5.91%) Senior Developer
9 31 (5.39%) Data Analyst
10 21 (3.65%) C++ Developer
11 20 (3.48%) Risk Analyst
12 19 (3.30%) Architect
12 19 (3.30%) Consultant
12 19 (3.30%) Data Engineer
12 19 (3.30%) Machine Learning Scientist
13 18 (3.13%) Quantitative Developer
13 18 (3.13%) SQL Developer
14 17 (2.96%) Qualitative Analyst
14 17 (2.96%) Quantitative Analyst
14 17 (2.96%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 59 (10.26%) .NET
2 52 (9.04%) HTML
3 47 (8.17%) CSS
4 32 (5.57%) Web Services
4 32 (5.57%) XML
5 30 (5.22%) AngularJS
6 28 (4.87%) jQuery
7 27 (4.70%) scikit-learn
8 25 (4.35%) D3.js
9 22 (3.83%) Pandas
10 19 (3.30%) RESTful
11 17 (2.96%) HTML5
11 17 (2.96%) JSON
11 17 (2.96%) REST
12 16 (2.78%) ASP.NET
12 16 (2.78%) NumPy
13 15 (2.61%) CSS3
14 14 (2.43%) Middleware
15 13 (2.26%) Node.js
15 13 (2.26%) React
Miscellaneous
1 222 (38.61%) Computer Science
2 169 (29.39%) Statistics
3 121 (21.04%) Analytical Skills
4 109 (18.96%) Physics
5 74 (12.87%) Algorithms
6 66 (11.48%) Visualisation
7 41 (7.13%) Credit Risk
8 38 (6.61%) Management Information System
9 34 (5.91%) Economics
10 33 (5.74%) Derivative
10 33 (5.74%) Market Risk
11 30 (5.22%) Artificial Intelligence
12 27 (4.70%) Fixed Income
13 26 (4.52%) Applied Mathematics
14 25 (4.35%) Equities
15 23 (4.00%) Foreign Exchange (FX)
16 21 (3.65%) User Experience
17 13 (2.26%) Data Structures
17 13 (2.26%) Mainframe
18 9 (1.57%) Neural Network
Operating Systems
1 61 (10.61%) Windows
2 50 (8.70%) Linux
3 25 (4.35%) Unix
4 13 (2.26%) Windows 7
5 12 (2.09%) Windows Vista
6 11 (1.91%) Apple iOS
7 10 (1.74%) Android
8 4 (0.70%) Debian
8 4 (0.70%) Red Hat Enterprise Linux
8 4 (0.70%) Ubuntu
9 3 (0.52%) CentOS
9 3 (0.52%) NetWare
9 3 (0.52%) Solaris
10 2 (0.35%) Windows 8
11 1 (0.17%) Mac OS X
11 1 (0.17%) Windows Phone
11 1 (0.17%) Windows Server
11 1 (0.17%) Windows Server 2003
11 1 (0.17%) Windows Server 2008
11 1 (0.17%) Windows XP
Processes & Methodologies
1 158 (27.48%) Analytics
2 156 (27.13%) Agile Software Development
3 93 (16.17%) Machine Learning
4 70 (12.17%) Business Intelligence
5 49 (8.52%) Scrum
6 48 (8.35%) Software Engineering
7 47 (8.17%) Validation
8 44 (7.65%) Data Modelling
8 44 (7.65%) Risk Management
8 44 (7.65%) TDD
9 43 (7.48%) OO
10 42 (7.30%) Data Analysis
11 40 (6.96%) Data Visualisation
12 38 (6.61%) Multithreading
13 37 (6.43%) E-Commerce
14 34 (5.91%) Open Source
15 32 (5.57%) Statistical Analysis
16 29 (5.04%) CRM
16 29 (5.04%) Data Analytics
16 29 (5.04%) ETL
Programming Languages
1 186 (32.35%) SQL
2 164 (28.52%) Python
3 134 (23.30%) Java
4 124 (21.57%) R
5 104 (18.09%) C#
6 86 (14.96%) C++
7 66 (11.48%) C
8 65 (11.30%) JavaScript
9 55 (9.57%) Scala
10 43 (7.48%) MATLAB
11 25 (4.35%) VBA
12 15 (2.61%) VB
13 13 (2.26%) Objective-C
14 12 (2.09%) T-SQL
15 11 (1.91%) Shell Script
15 11 (1.91%) VB.NET
16 10 (1.74%) Perl
17 9 (1.57%) Bash Shell
17 9 (1.57%) PL/SQL
18 8 (1.39%) PHP
Qualifications
1 329 (57.22%) Degree
2 89 (15.48%) PhD
3 22 (3.83%) Security Cleared
4 16 (2.78%) DV Cleared
5 7 (1.22%) CISSP
6 6 (1.04%) PMI Certification
6 6 (1.04%) Postgraduate
6 6 (1.04%) SC Cleared
7 5 (0.87%) A+ Certification
7 5 (0.87%) CISA
7 5 (0.87%) Microsoft Certification
8 4 (0.70%) CISM
8 4 (0.70%) ISEB
9 3 (0.52%) DBS Check
9 3 (0.52%) GIAC
9 3 (0.52%) HNC
9 3 (0.52%) NVQ Level 3
9 3 (0.52%) PMP
10 2 (0.35%) CRISC
10 2 (0.35%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 16 (2.78%) QA
2 9 (1.57%) SLA
3 8 (1.39%) Data Quality
4 3 (0.52%) Actionable Recommendations
4 3 (0.52%) ISO/IEC 27001
4 3 (0.52%) ISO27002
4 3 (0.52%) PCI DSS
5 2 (0.35%) Basel III
5 2 (0.35%) ISO 9001
5 2 (0.35%) Solvency II
6 1 (0.17%) Dodd-Frank
6 1 (0.17%) EMIR
6 1 (0.17%) GxP
6 1 (0.17%) MiFID
6 1 (0.17%) Sarbanes-Oxley
System Software
1 14 (2.43%) Active Directory
2 5 (0.87%) HDFS
3 4 (0.70%) Docker
4 2 (0.35%) VMware ESX
5 1 (0.17%) Firmware
5 1 (0.17%) Oracle RAC
Systems Management
1 9 (1.57%) Kibana
2 5 (0.87%) SCOM
3 4 (0.70%) Puppet
4 3 (0.52%) ArcSight ESM
4 3 (0.52%) Hadoop YARN
4 3 (0.52%) HP Quality Center
4 3 (0.52%) Oozie
5 2 (0.35%) AirWatch
5 2 (0.35%) Tivoli Storage Manager
6 1 (0.17%) Cisco Prime
6 1 (0.17%) ITRS Geneos
6 1 (0.17%) Kubernetes
6 1 (0.17%) logstash
6 1 (0.17%) Mesos
6 1 (0.17%) MOM
6 1 (0.17%) SolarWinds Orion
Vendors
1 52 (9.04%) Tableau
2 49 (8.52%) Oracle
3 47 (8.17%) Microsoft
4 22 (3.83%) Google
5 15 (2.61%) SAP
5 15 (2.61%) Sybase
6 9 (1.57%) IBM
7 8 (1.39%) MuleSoft
7 8 (1.39%) Talend
8 6 (1.04%) Adobe
8 6 (1.04%) Atlassian
8 6 (1.04%) Hortonworks
8 6 (1.04%) hybris
9 5 (0.87%) Cisco
9 5 (0.87%) Red Hat
9 5 (0.87%) TIBCO
10 4 (0.70%) Apple
10 4 (0.70%) MicroStrategy
10 4 (0.70%) Sitecore
10 4 (0.70%) Splunk
London
ITech Talent
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London
TEKsystems
Rate: £600 - £700 per day
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City, London
Harrington Starr
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City, London
ComputAppoint
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Maidenhead, Berkshire
Randstad Technologies
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London
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Hammersmith and Fulham
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