The table below looks at the statistics for Data Analytics skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Analytics over the 3 months to 29 May 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
29 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 376 422 475
Rank change year-on-year
+46 +53
Contract jobs citing Data Analytics 254 205 114
As % of all contract IT jobs located in England 0.52% 0.40% 0.23%
As % of the Processes & Methodologies category 0.63% 0.51% 0.30%
Number of daily rates quoted 159 114 85
Median daily rate £475 £559 £425
Median daily rate % change year-on-year
-15.06% +31.58%
90% offered a daily rate of more than £296 £350 £275
10% offered a daily rate of more than £655 £800 £600
UK excluding London median daily rate £425 £505 £395
% change year-on-year
-15.84% +27.84%
Number of hourly rates quoted 1 0 1
Median hourly rate £25.00 - £22.50
UK excluding London median hourly rate £25.00 £34.50 -
% change year-on-year
-27.53% -
Data Analytics
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
40476 40379 38005
As % of all contract IT jobs located in England 82.14% 79.38% 77.97%
Number of daily rates quoted 27167 26056 24404
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £568
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 908 1151 1143
Median hourly rate £27.50 £29.00 £27.50
Median hourly rate % change year-on-year
-5.17% +5.45%
90% offered a hourly rate of more than £12.75 £12.00 £12.80
10% offered a hourly rate of more than £47.50 £47.88 £50.00
UK excluding London median hourly rate £33.00 £30.50 £30.00
% change year-on-year
+8.19% +1.66%

Data Analytics
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Data Analytics as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in England

Data Analytics
Daily Rate Trend in England

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

Data Analytics Daily Rate Trend in England

Data Analytics
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analytics across the England region over the 3 months to 29 May 2016.

Data Analytics Daily Rate Histogram in England

Data Analytics
Hourly Rate Trend in England

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

Data Analytics Hourly Rate Trend in England

Data Analytics
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 Data Analytics within the England region over the 3 months to 29 May 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 -8 125 £475 -14.41% 83
South East +31 46 £433 -14.35% 25
West Midlands +10 22 £475 +53.22% 6
North West +11 21 £425 -37.03% 13
South West -6 15 £425 -29.16% 8
East of England +11 11 £200 -50.00% 5
Yorkshire +12 6 £475 -40.62% 6
East Midlands +9 4 £475 -15.55%
North East -37 4 £488 -
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 29 May 2016, IT contractor jobs citing Data Analytics 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 Data Analytics.

1 480 (100.00%) Analytics
2 152 (31.67%) Big Data
3 137 (28.54%) SQL
4 130 (27.08%) Finance
5 117 (24.38%) Hadoop
6 108 (22.50%) Business Intelligence
7 103 (21.46%) Python
7 103 (21.46%) Analytical Skills
8 99 (20.63%) Agile Software Development
9 83 (17.29%) Data Modelling
10 81 (16.88%) Data Analysis
11 77 (16.04%) Machine Learning
12 73 (15.21%) Data Warehouse
13 72 (15.00%) Java
13 72 (15.00%) Big Data Analytics
14 60 (12.50%) Apache Hive
15 59 (12.29%) R
16 55 (11.46%) Apache Spark
17 49 (10.21%) SAS
18 48 (10.00%) ETL
18 48 (10.00%) Oracle
19 47 (9.79%) Degree
19 47 (9.79%) Visualisation
20 46 (9.58%) Banking
21 44 (9.17%) Data Mining
21 44 (9.17%) Scala
21 44 (9.17%) Tableau
22 42 (8.75%) NoSQL
23 41 (8.54%) Project Management
24 38 (7.92%) Marketing

Data Analytics
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 55 (11.46%) Apache Spark
2 49 (10.21%) SAS
3 27 (5.63%) Apache Pig
4 10 (2.08%) Confluence
5 8 (1.67%) SharePoint
6 7 (1.46%) Elasticsearch
6 7 (1.46%) Node.js
7 6 (1.25%) Apache
7 6 (1.25%) JBoss
7 6 (1.25%) WebSphere
8 4 (0.83%) WebLogic
9 3 (0.63%) CMS
9 3 (0.63%) MQSeries
9 3 (0.63%) WebSphere Application Server
9 3 (0.63%) WebSphere Process Server
10 2 (0.42%) Tomcat
11 1 (0.21%) IBM Domino
11 1 (0.21%) IBM Notes
11 1 (0.21%) IIS
11 1 (0.21%) WebLogic Portal
Applications
1 18 (3.75%) MS Excel
2 12 (2.50%) MS PowerPoint
2 12 (2.50%) SPSS
3 5 (1.04%) CPLEX
3 5 (1.04%) MS Office
3 5 (1.04%) MS Project
4 4 (0.83%) Weka
5 3 (0.63%) MS Visio
5 3 (0.63%) Photoshop
5 3 (0.63%) Spreadsheet
6 2 (0.42%) Adobe Creative Suite
7 1 (0.21%) Mingle
Business Applications
1 5 (1.04%) Dynamics CRM
2 4 (0.83%) SAP Oil and Gas
3 2 (0.42%) Unica
4 1 (0.21%) Dynamics AX
4 1 (0.21%) SAP ERP
4 1 (0.21%) SAP GRC
Cloud Services
1 35 (7.29%) Amazon AWS
2 13 (2.71%) Adobe Analytics
3 9 (1.88%) Amazon EMR
3 9 (1.88%) Amazon Kinesis
3 9 (1.88%) Amazon S3
4 8 (1.67%) Google Analytics
4 8 (1.67%) Microsoft Azure
5 6 (1.25%) Amazon EC2
6 4 (0.83%) Cloud Computing
6 4 (0.83%) PaaS
6 4 (0.83%) SaaS
7 3 (0.63%) AdWords
7 3 (0.63%) Azure Active Directory
7 3 (0.63%) Azure Machine Learning
7 3 (0.63%) SmartFocus
8 2 (0.42%) AWS Lambda
8 2 (0.42%) Google Play
9 1 (0.21%) GitHub
9 1 (0.21%) SuccessFactors
Communications & Networking
1 7 (1.46%) Internet
2 4 (0.83%) ATM
2 4 (0.83%) HTTP
2 4 (0.83%) Wireless
3 3 (0.63%) Ethernet
4 2 (0.42%) InfiniBand
4 2 (0.42%) Network Security
4 2 (0.42%) Skype
5 1 (0.21%) AMQP
5 1 (0.21%) BGP
5 1 (0.21%) Bluetooth
5 1 (0.21%) DWDM
5 1 (0.21%) IPv6
5 1 (0.21%) MPLS
5 1 (0.21%) MQTT
5 1 (0.21%) OSPF
5 1 (0.21%) TCP/IP
5 1 (0.21%) VPLS
5 1 (0.21%) VPN
5 1 (0.21%) Wi-Fi
Database & Business Intelligence
1 152 (31.67%) Big Data
2 117 (24.38%) Hadoop
3 73 (15.21%) Data Warehouse
4 60 (12.50%) Apache Hive
5 44 (9.17%) Data Mining
6 42 (8.75%) NoSQL
7 35 (7.29%) SQL Server
8 29 (6.04%) BusinessObjects
9 22 (4.58%) QlikView
10 21 (4.38%) MySQL
11 16 (3.33%) Pentaho
12 15 (3.13%) Amazon Redshift
13 14 (2.92%) MongoDB
13 14 (2.92%) Relational Database
14 13 (2.71%) SQL Server Reporting Services
15 12 (2.50%) PostgreSQL
16 11 (2.29%) Apache Cassandra
16 11 (2.29%) HBase
16 11 (2.29%) Oracle Database
16 11 (2.29%) SQL Server Integration Services
Development Applications
1 13 (2.71%) Selenium
2 12 (2.50%) Git (software)
3 11 (2.29%) JIRA
4 10 (2.08%) Team Foundation Server
5 8 (1.67%) Grunt
6 7 (1.46%) Cucumber
6 7 (1.46%) gulp
6 7 (1.46%) Protractor
7 4 (0.83%) Axure RP
7 4 (0.83%) Bower
7 4 (0.83%) Jenkins
7 4 (0.83%) Talend Open Studio
8 3 (0.63%) ERwin
8 3 (0.63%) Subversion
8 3 (0.63%) TeamCity
9 2 (0.42%) Flyway
9 2 (0.42%) Gradle
9 2 (0.42%) Mocha
9 2 (0.42%) Redmine
9 2 (0.42%) Visual Studio
General
1 130 (27.08%) Finance
2 46 (9.58%) Banking
3 38 (7.92%) Marketing
4 35 (7.29%) Retail
5 20 (4.17%) Telecoms
6 11 (2.29%) Financial Institution
7 10 (2.08%) Investment Banking
7 10 (2.08%) Retail Banking
8 7 (1.46%) Front Office
8 7 (1.46%) Legal
9 6 (1.25%) Advertising
9 6 (1.25%) Automotive
10 4 (0.83%) Electronics
10 4 (0.83%) Games
10 4 (0.83%) Manufacturing
11 2 (0.42%) Publishing
12 1 (0.21%) Billing
12 1 (0.21%) Military
Job Titles
1 135 (28.13%) Analyst
2 98 (20.42%) Developer
3 60 (12.50%) Architect
4 51 (10.63%) Data Scientist
5 50 (10.42%) Data Analyst
6 44 (9.17%) Data Architect
7 37 (7.71%) Business Analyst
7 37 (7.71%) Consultant
8 21 (4.38%) Big Data Developer
9 20 (4.17%) Hadoop Developer
9 20 (4.17%) Test Analyst
10 18 (3.75%) Data Consultant
11 16 (3.33%) Project Manager
12 15 (3.13%) Analytics Manager
12 15 (3.13%) Big Data Architect
13 13 (2.71%) Python Developer
14 12 (2.50%) Business Intelligence Developer
14 12 (2.50%) Senior Analyst
15 11 (2.29%) Data Manager
15 11 (2.29%) Solutions Architect
Libraries, Frameworks & Software Standards
1 24 (5.00%) HTML
2 20 (4.17%) CSS
3 17 (3.54%) AngularJS
3 17 (3.54%) Web Services
4 15 (3.13%) HTML5
5 13 (2.71%) D3.js
6 12 (2.50%) jQuery
6 12 (2.50%) SOAP
6 12 (2.50%) XML
7 11 (2.29%) Middleware
8 10 (2.08%) CSS3
8 10 (2.08%) REST
9 9 (1.88%) .NET
9 9 (1.88%) J2EE
9 9 (1.88%) Kafka
10 7 (1.46%) JSON
10 7 (1.46%) React
10 7 (1.46%) Twitter Bootstrap
11 5 (1.04%) Natural Language Processing
11 5 (1.04%) SciPy
Miscellaneous
1 103 (21.46%) Analytical Skills
2 47 (9.79%) Visualisation
3 25 (5.21%) Algorithms
3 25 (5.21%) Management Information System
3 25 (5.21%) Statistics
4 21 (4.38%) Mathematics
5 19 (3.96%) Computer Science
6 18 (3.75%) User Experience
7 15 (3.13%) Data Integration
8 14 (2.92%) Data Structures
9 12 (2.50%) Social Media
10 10 (2.08%) Mobile App
11 7 (1.46%) Data Extraction
12 6 (1.25%) Fixed Income
12 6 (1.25%) Mobile Banking
12 6 (1.25%) Physics
13 5 (1.04%) Equities
13 5 (1.04%) Foreign Exchange (FX)
14 4 (0.83%) Credit Risk
14 4 (0.83%) Mainframe
Operating Systems
1 29 (6.04%) Linux
2 20 (4.17%) Unix
3 12 (2.50%) Windows
4 6 (1.25%) CentOS
5 5 (1.04%) Red Hat Enterprise Linux
6 4 (0.83%) Android
6 4 (0.83%) Windows Server
7 3 (0.63%) AIX
8 2 (0.42%) Apple iOS
8 2 (0.42%) Ubuntu
8 2 (0.42%) zOS
9 1 (0.21%) Solaris
9 1 (0.21%) Windows Server 2008
9 1 (0.21%) Windows Vista
Processes & Methodologies
1 480 (100.00%) Analytics
2 108 (22.50%) Business Intelligence
3 99 (20.63%) Agile Software Development
4 83 (17.29%) Data Modelling
5 81 (16.88%) Data Analysis
6 77 (16.04%) Machine Learning
7 72 (15.00%) Big Data Analytics
8 48 (10.00%) ETL
9 41 (8.54%) Project Management
10 34 (7.08%) Business Analysis
10 34 (7.08%) Stakeholder Management
11 32 (6.67%) CRM
11 32 (6.67%) Data Architecture
11 32 (6.67%) Open Source
12 30 (6.25%) Data Management
13 23 (4.79%) Data Visualisation
13 23 (4.79%) E-Commerce
14 22 (4.58%) Software Engineering
15 20 (4.17%) MapReduce
15 20 (4.17%) Use Case
Programming Languages
1 137 (28.54%) SQL
2 103 (21.46%) Python
3 72 (15.00%) Java
4 59 (12.29%) R
5 44 (9.17%) Scala
6 34 (7.08%) JavaScript
7 24 (5.00%) C#
8 22 (4.58%) C++
9 21 (4.38%) MATLAB
10 11 (2.29%) C
11 10 (2.08%) Perl
12 9 (1.88%) VBA
13 8 (1.67%) Ruby
13 8 (1.67%) T-SQL
14 5 (1.04%) PL/SQL
15 4 (0.83%) PHP
15 4 (0.83%) PowerShell
16 3 (0.63%) F#
16 3 (0.63%) IronPython
16 3 (0.63%) VB
Qualifications
1 47 (9.79%) Degree
2 24 (5.00%) PhD
3 22 (4.58%) Security Cleared
4 17 (3.54%) ISEB
4 17 (3.54%) ISTQB
4 17 (3.54%) ISTQB Foundation Certification
5 16 (3.33%) SC Cleared
6 7 (1.46%) DV Cleared
7 5 (1.04%) PRINCE2 Certification
8 3 (0.63%) BPSS Clearance
8 3 (0.63%) PMI Certification
9 2 (0.42%) CCNA
9 2 (0.42%) Cisco Certification
9 2 (0.42%) CISSP
9 2 (0.42%) PMP
10 1 (0.21%) CCNP
10 1 (0.21%) GIAC
10 1 (0.21%) ITIL Certification
10 1 (0.21%) MBA
10 1 (0.21%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 34 (7.08%) Data Quality
2 9 (1.88%) QA
3 2 (0.42%) Disclosure Scotland
3 2 (0.42%) FATCA
3 2 (0.42%) ISO/IEC 27001
4 1 (0.21%) Basel II
4 1 (0.21%) HMG Security Policy Framework
4 1 (0.21%) Solvency II
4 1 (0.21%) WAI
System Software
1 13 (2.71%) Apache Flume
2 8 (1.67%) Docker
2 8 (1.67%) HDFS
3 4 (0.83%) Active Directory
3 4 (0.83%) GridGain
4 2 (0.42%) Firmware
5 1 (0.21%) NFS
5 1 (0.21%) VMware ESX
Systems Management
1 7 (1.46%) HP Quality Center
2 5 (1.04%) Puppet
3 4 (0.83%) Hadoop YARN
3 4 (0.83%) Nagios
3 4 (0.83%) Opscode Chef
4 3 (0.63%) Ambari
4 3 (0.63%) Kubernetes
4 3 (0.63%) Oracle EDQ
4 3 (0.63%) SCCM
4 3 (0.63%) WSUS
4 3 (0.63%) ZABBIX
4 3 (0.63%) Zenoss
5 2 (0.42%) Ansible
6 1 (0.21%) Cacti
6 1 (0.21%) EnCase
6 1 (0.21%) OPNET
6 1 (0.21%) Oracle Identity Management
6 1 (0.21%) Oracle Identity Manager
6 1 (0.21%) Tivoli Storage Manager
Vendors
1 48 (10.00%) Oracle
2 44 (9.17%) Tableau
3 25 (5.21%) Teradata
4 22 (4.58%) Microsoft
5 19 (3.96%) Adobe
6 16 (3.33%) Red Hat
7 14 (2.92%) Cloudera
8 13 (2.71%) IBM
8 13 (2.71%) SAP
9 8 (1.67%) Google
10 7 (1.46%) Hortonworks
10 7 (1.46%) Omniture
11 6 (1.25%) Cognos
12 5 (1.04%) Embarcadero
12 5 (1.04%) HP
12 5 (1.04%) ILOG
13 4 (0.83%) Alteryx
13 4 (0.83%) MicroStrategy
13 4 (0.83%) Talend
13 4 (0.83%) VMware
London
ComputAppoint
Rate: £500 - £700 per day
Posted: 3 days ago
London
Pioneer Search
Rate: £350 - £450 per day + Excellent and Negotiable
Posted: 2 days ago
Peterborough
Churchill Frank International
Posted: 5 days ago
London
Venturi
Rate: £288.64 - £414.92 per day
Posted: 5 days ago
City of London
Churchill Frank International
Posted: 11 days ago
North Surrey
Simon James IT
Posted: 18 days ago
West Yorkshire
Real Staffing
Rate: £450 - £550 per day + competitive
Posted: 16 days ago
City of London
Huxley
Rate: £500 - £630 per day
Posted: 24 days ago
Stratford-upon-Avon
Lawrence Harvey
Rate: £400.00 - £500.00 per day
Posted: 25 days ago