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 16 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
16 Jan 2017
Same period 2016 Same period 2015
Mathematics (Maths)
UK / England
Rank 337 331 364
Rank change year-on-year
-6 +33
Contract jobs citing Mathematics 251 280 244
As % of all contract IT jobs located in England 0.61% 0.61% 0.53%
As % of the Miscellaneous category 1.85% 1.84% 1.64%
Number of daily rates quoted 171 177 186
Median daily rate £500 £475 £444
Median daily rate % change year-on-year
+5.26% +7.04%
90% offered a daily rate of more than £284 £225 £258
10% offered a daily rate of more than £775 £668 £650
UK excluding London median daily rate £375 £350 £334
% change year-on-year
+7.14% +4.86%
Number of hourly rates quoted 18 42 12
Median hourly rate £15.25 £17.50 £15.25
Median hourly rate % change year-on-year
-12.85% +14.75%
90% offered a hourly rate of more than £12.25 £13.00 £12.99
10% offered a hourly rate of more than £24.50 £51.66 £18.09
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 England region.

Miscellaneous Category
England
Contract IT job ads with a match in the
Miscellaneous category
13546 15182 14890
As % of all contract IT jobs located in England 32.67% 33.25% 32.14%
Number of daily rates quoted 8706 9735 9485
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £255 £250 £245
10% offered a daily rate of more than £639 £625 £600
UK excluding London median daily rate £394 £375 £365
% change year-on-year
+5.13% +2.73%
Number of hourly rates quoted 497 637 608
Median hourly rate £21.00 £21.99 £17.50
Median hourly rate % change year-on-year
-4.49% +25.64%
90% offered a hourly rate of more than £11.33 £12.50 £11.50
10% offered a hourly rate of more than £45.00 £50.00 £40.00
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 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 16 January 2017.

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 16 January 2017.

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 16 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
London -1 167 £525 +2.43% 159
South West +19 24 £500 +25.00% 22
South East +1 18 £233 -28.73% 54
East of England -3 11 £320 -1.53% 53
East Midlands +11 10 £450 +100.00% 5
West Midlands -2 9 £168 -41.47% 19
North West +10 6 £419 +11.66% 17
Yorkshire +3 4 - - 12
North East -18 3 - - 3
Mathematics
UK

Mathematics
Top 30 Related IT Skills in England

For the 6 months to 16 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 England region with a requirement for Mathematics.

1 315 (57.80%) Degree
2 215 (39.45%) Computer Science
3 184 (33.76%) Finance
4 172 (31.56%) SQL
5 160 (29.36%) Python
6 159 (29.17%) Statistics
7 158 (28.99%) Analytics
8 156 (28.62%) Agile Software Development
9 137 (25.14%) Java
10 117 (21.47%) Hadoop
11 114 (20.92%) R
12 112 (20.55%) Physics
13 109 (20.00%) Analytical Skills
14 105 (19.27%) Big Data
15 99 (18.17%) C#
16 91 (16.70%) Banking
17 89 (16.33%) Machine Learning
18 86 (15.78%) C++
19 85 (15.60%) PhD
20 73 (13.39%) Algorithms
21 69 (12.66%) Apache Spark
22 68 (12.48%) C
23 64 (11.74%) Visualisation
24 63 (11.56%) Business Intelligence
25 61 (11.19%) JavaScript
25 61 (11.19%) .NET
26 60 (11.01%) Scala
27 59 (10.83%) SQL Server
28 58 (10.64%) Front Office
29 56 (10.28%) SAS

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 69 (12.66%) Apache Spark
2 56 (10.28%) SAS
3 19 (3.49%) Apache Pig
4 16 (2.94%) Apache
5 13 (2.39%) Elasticsearch
6 12 (2.20%) Tomcat
7 10 (1.83%) Confluence
7 10 (1.83%) WebSphere
8 8 (1.47%) Apache Solr
9 7 (1.28%) CMS
9 7 (1.28%) GlassFish
9 7 (1.28%) JBoss
9 7 (1.28%) WebLogic
10 5 (0.92%) IIS
10 5 (0.92%) SharePoint
11 4 (0.73%) IBM HTTP Server
11 4 (0.73%) MS Exchange
11 4 (0.73%) Sitecore CMS
11 4 (0.73%) Umbraco
12 2 (0.37%) Oracle Coherence
Applications
1 44 (8.07%) MS Excel
2 23 (4.22%) SPSS
3 15 (2.75%) MS Office
4 13 (2.39%) MS PowerPoint
5 7 (1.28%) Stata
6 4 (0.73%) MS Visio
6 4 (0.73%) Weka
7 1 (0.18%) Acrobat
7 1 (0.18%) AutoCAD
7 1 (0.18%) Doxygen
7 1 (0.18%) EViews
7 1 (0.18%) LaTeX
7 1 (0.18%) Photoshop
7 1 (0.18%) Simulink
7 1 (0.18%) Spreadsheet
7 1 (0.18%) Stateflow
Business Applications
1 3 (0.55%) Documaker
1 3 (0.55%) FastStats
2 2 (0.37%) Dynamics CRM
2 2 (0.37%) SAP HCM
3 1 (0.18%) Cognos Business Intelligence
3 1 (0.18%) Infor M3
3 1 (0.18%) SAP BPC
3 1 (0.18%) SAP HR
3 1 (0.18%) WebTrends
Cloud Services
1 28 (5.14%) Amazon AWS
2 18 (3.30%) Microsoft Azure
3 16 (2.94%) SaaS
4 14 (2.57%) GitHub
5 13 (2.39%) PaaS
6 11 (2.02%) Amazon S3
7 10 (1.83%) Google Analytics
8 5 (0.92%) IaaS
9 4 (0.73%) Adobe Analytics
10 3 (0.55%) Flurry Analytics
10 3 (0.55%) Google Cloud Platform
11 2 (0.37%) Cloud Computing
12 1 (0.18%) Akamai
12 1 (0.18%) Amazon Kinesis
12 1 (0.18%) AWS Lambda
12 1 (0.18%) IBM Cloud
12 1 (0.18%) Office 365
12 1 (0.18%) SuccessFactors
12 1 (0.18%) Taleo
Communications & Networking
1 11 (2.02%) HTTP
2 9 (1.65%) Internet
3 7 (1.28%) Network Security
3 7 (1.28%) TCP/IP
4 5 (0.92%) Ethernet
4 5 (0.92%) Firewall
4 5 (0.92%) SNMP
5 4 (0.73%) Softphone
5 4 (0.73%) VoIP
5 4 (0.73%) Wireless
6 3 (0.55%) FTP
6 3 (0.55%) Intrusion Detection
6 3 (0.55%) SSL
6 3 (0.55%) Wi-Fi
7 2 (0.37%) DHCP
7 2 (0.37%) DNS
7 2 (0.37%) DVB
7 2 (0.37%) HTTPS
7 2 (0.37%) WAN
8 1 (0.18%) ISDN
Database & Business Intelligence
1 117 (21.47%) Hadoop
2 105 (19.27%) Big Data
3 59 (10.83%) SQL Server
4 42 (7.71%) Relational Database
5 36 (6.61%) Data Warehouse
6 31 (5.69%) MongoDB
6 31 (5.69%) NoSQL
7 29 (5.32%) Apache Hive
8 22 (4.04%) Data Mining
9 18 (3.30%) RDBMS
10 17 (3.12%) Apache Cassandra
11 16 (2.94%) QlikView
12 14 (2.57%) Data Lake
12 14 (2.57%) PostgreSQL
13 13 (2.39%) DB2
13 13 (2.39%) Oracle Database
13 13 (2.39%) Power BI
14 12 (2.20%) Oracle Database 11g
14 12 (2.20%) Spotfire
15 11 (2.02%) SQL Server Integration Services
Development Applications
1 45 (8.26%) Git (software)
2 27 (4.95%) JIRA
3 16 (2.94%) Subversion
4 14 (2.57%) Jenkins
5 13 (2.39%) Maven
6 11 (2.02%) Team Foundation Server
7 10 (1.83%) Visual Studio
8 9 (1.65%) gulp
8 9 (1.65%) Karma Test Runner
9 8 (1.47%) Eclipse
9 8 (1.47%) Talend Open Studio
10 7 (1.28%) Bower
10 7 (1.28%) Mocha
10 7 (1.28%) NUnit
10 7 (1.28%) Protractor
10 7 (1.28%) Sinon.JS
11 4 (0.73%) Ant
11 4 (0.73%) ClearCase
11 4 (0.73%) JUnit
12 3 (0.55%) Oracle Forms
General
1 184 (33.76%) Finance
2 91 (16.70%) Banking
3 58 (10.64%) Front Office
4 51 (9.36%) Investment Banking
5 39 (7.16%) Marketing
6 35 (6.42%) Retail
7 22 (4.04%) Financial Institution
7 22 (4.04%) Games
8 13 (2.39%) Telecoms
9 10 (1.83%) Aerospace
9 10 (1.83%) Legal
10 7 (1.28%) Billing
10 7 (1.28%) Military
11 5 (0.92%) Retail Banking
12 4 (0.73%) Automotive
12 4 (0.73%) Law
12 4 (0.73%) Manufacturing
13 3 (0.55%) Corporate Banking
13 3 (0.55%) French Language
13 3 (0.55%) Wholesale Banking
Job Titles
1 174 (31.93%) Developer
2 95 (17.43%) Analyst
3 80 (14.68%) Data Scientist
4 53 (9.72%) C# Developer
5 45 (8.26%) Java Developer
6 39 (7.16%) .NET Developer
7 36 (6.61%) C# .NET Developer
8 28 (5.14%) Data Analyst
9 26 (4.77%) Senior Developer
10 24 (4.40%) Quantitative Developer
11 23 (4.22%) C++ Developer
12 22 (4.04%) Data Engineer
13 18 (3.30%) Consultant
14 17 (3.12%) Architect
14 17 (3.12%) Risk Analyst
15 16 (2.94%) Qualitative Analyst
15 16 (2.94%) Quantitative Analyst
16 15 (2.75%) Front End Developer (Client-Side Developer)
17 14 (2.57%) Machine Learning Scientist
18 13 (2.39%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 61 (11.19%) .NET
2 52 (9.54%) HTML
3 46 (8.44%) CSS
4 33 (6.06%) AngularJS
5 30 (5.50%) XML
6 27 (4.95%) D3.js
6 27 (4.95%) scikit-learn
6 27 (4.95%) Web Services
7 24 (4.40%) jQuery
8 22 (4.04%) Pandas
9 20 (3.67%) JSON
9 20 (3.67%) REST
9 20 (3.67%) RESTful
10 19 (3.49%) HTML5
11 16 (2.94%) CSS3
11 16 (2.94%) NumPy
11 16 (2.94%) React
12 15 (2.75%) Spring
13 14 (2.57%) ASP.NET
13 14 (2.57%) Node.js
Miscellaneous
1 215 (39.45%) Computer Science
2 159 (29.17%) Statistics
3 112 (20.55%) Physics
4 109 (20.00%) Analytical Skills
5 73 (13.39%) Algorithms
6 64 (11.74%) Visualisation
7 40 (7.34%) Market Risk
8 36 (6.61%) Derivative
9 35 (6.42%) Management Information System
10 34 (6.24%) Credit Risk
11 28 (5.14%) Artificial Intelligence
11 28 (5.14%) Fixed Income
12 26 (4.77%) Applied Mathematics
12 26 (4.77%) Economics
12 26 (4.77%) Equities
13 22 (4.04%) Foreign Exchange (FX)
14 16 (2.94%) User Experience
15 12 (2.20%) Data Structures
15 12 (2.20%) Mainframe
16 8 (1.47%) Spread Betting
Operating Systems
1 54 (9.91%) Windows
2 48 (8.81%) Linux
3 23 (4.22%) Unix
4 13 (2.39%) Windows 7
5 11 (2.02%) Windows Vista
6 8 (1.47%) Android
7 7 (1.28%) Apple iOS
8 6 (1.10%) Ubuntu
9 4 (0.73%) Debian
10 3 (0.55%) CentOS
10 3 (0.55%) NetWare
10 3 (0.55%) Solaris
10 3 (0.55%) Windows Server
11 1 (0.18%) Windows 8
11 1 (0.18%) Windows Phone
11 1 (0.18%) Windows Server 2003
11 1 (0.18%) Windows Server 2008
11 1 (0.18%) Windows XP
Processes & Methodologies
1 158 (28.99%) Analytics
2 156 (28.62%) Agile Software Development
3 89 (16.33%) Machine Learning
4 63 (11.56%) Business Intelligence
5 55 (10.09%) Scrum
6 54 (9.91%) Software Engineering
7 50 (9.17%) Validation
8 49 (8.99%) OO
9 45 (8.26%) TDD
10 42 (7.71%) Risk Management
11 41 (7.52%) Data Modelling
12 38 (6.97%) Data Visualisation
13 36 (6.61%) Multithreading
14 35 (6.42%) Data Analytics
14 35 (6.42%) E-Commerce
14 35 (6.42%) Open Source
15 33 (6.06%) Statistical Analysis
16 30 (5.50%) Data Analysis
16 30 (5.50%) Quantitative Finance
17 26 (4.77%) Stakeholder Management
Programming Languages
1 172 (31.56%) SQL
2 160 (29.36%) Python
3 137 (25.14%) Java
4 114 (20.92%) R
5 99 (18.17%) C#
6 86 (15.78%) C++
7 68 (12.48%) C
8 61 (11.19%) JavaScript
9 60 (11.01%) Scala
10 40 (7.34%) MATLAB
11 24 (4.40%) VBA
12 14 (2.57%) T-SQL
13 13 (2.39%) VB
13 13 (2.39%) VB.NET
14 11 (2.02%) Shell Script
15 10 (1.83%) Objective-C
16 8 (1.47%) Haskell
16 8 (1.47%) Perl
16 8 (1.47%) PHP
17 6 (1.10%) PowerShell
Qualifications
1 315 (57.80%) Degree
2 85 (15.60%) PhD
3 28 (5.14%) Security Cleared
4 19 (3.49%) DV Cleared
5 8 (1.47%) SC Cleared
6 6 (1.10%) Postgraduate
7 5 (0.92%) A+ Certification
7 5 (0.92%) PMI Certification
8 4 (0.73%) CISM
8 4 (0.73%) CISSP
8 4 (0.73%) ISEB
9 3 (0.55%) CISA
9 3 (0.55%) DBS Check
9 3 (0.55%) GIAC
9 3 (0.55%) HNC
9 3 (0.55%) Microsoft Certification
9 3 (0.55%) NVQ Level 3
9 3 (0.55%) PMP
10 2 (0.37%) ITIL Foundation Certificate
10 2 (0.37%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 20 (3.67%) QA
2 8 (1.47%) Data Quality
3 6 (1.10%) SLA
4 3 (0.55%) Actionable Recommendations
4 3 (0.55%) ISO/IEC 27001
4 3 (0.55%) ISO27002
5 2 (0.37%) Basel III
5 2 (0.37%) ISO 9001
5 2 (0.37%) PCI DSS
5 2 (0.37%) Solvency II
6 1 (0.18%) Dodd-Frank
6 1 (0.18%) EMIR
6 1 (0.18%) MiFID
6 1 (0.18%) Sarbanes-Oxley
System Software
1 11 (2.02%) Active Directory
2 7 (1.28%) HDFS
3 4 (0.73%) Docker
4 2 (0.37%) Oracle RAC
5 1 (0.18%) Firmware
5 1 (0.18%) VMware Infrastructure
Systems Management
1 9 (1.65%) Kibana
2 4 (0.73%) Puppet
2 4 (0.73%) SCOM
3 3 (0.55%) ArcSight ESM
3 3 (0.55%) Hadoop YARN
3 3 (0.55%) Oozie
4 2 (0.37%) HP Quality Center
5 1 (0.18%) Cisco Prime
5 1 (0.18%) ITRS Geneos
5 1 (0.18%) Kubernetes
5 1 (0.18%) logstash
5 1 (0.18%) Mesos
5 1 (0.18%) MOM
5 1 (0.18%) SolarWinds Orion
5 1 (0.18%) Tivoli Storage Manager
Vendors
1 54 (9.91%) Tableau
2 45 (8.26%) Oracle
3 36 (6.61%) Microsoft
4 18 (3.30%) Google
5 15 (2.75%) Sybase
6 13 (2.39%) SAP
7 11 (2.02%) WorldPay
8 8 (1.47%) hybris
8 8 (1.47%) MuleSoft
8 8 (1.47%) Talend
9 6 (1.10%) Atlassian
9 6 (1.10%) Hortonworks
9 6 (1.10%) IBM
10 5 (0.92%) Adobe
10 5 (0.92%) Cisco
11 4 (0.73%) MicroStrategy
11 4 (0.73%) Siebel
11 4 (0.73%) Sitecore
11 4 (0.73%) Teradata
12 3 (0.55%) Splunk
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