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 1 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
1 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 382 427 451
Rank change year-on-year
+45 +24
Contract jobs citing Data Analytics 253 195 138
As % of all contract IT jobs located in England 0.49% 0.38% 0.28%
As % of the Processes & Methodologies category 0.60% 0.48% 0.36%
Number of daily rates quoted 150 111 99
Median daily rate £475 £500 £416
Median daily rate % change year-on-year
-5.00% +20.12%
90% offered a daily rate of more than £320 £285 £277
10% offered a daily rate of more than £645 £650 £600
UK excluding London median daily rate £450 £455 £413
% change year-on-year
-1.09% +10.30%
Number of hourly rates quoted 1 0 1
Median hourly rate £19.61 - £22.50
UK excluding London median hourly rate £19.61 £34.50 -
% change year-on-year
-43.15% -
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
41831 40715 38755
As % of all contract IT jobs located in England 81.63% 79.06% 77.91%
Number of daily rates quoted 27968 25808 24622
Median daily rate £445 £418 £400
Median daily rate % change year-on-year
+6.58% +4.37%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 916 1188 1141
Median hourly rate £32.25 £29.00 £30.00
Median hourly rate % change year-on-year
+11.20% -3.33%
90% offered a hourly rate of more than £12.83 £12.40 £12.50
10% offered a hourly rate of more than £47.91 £47.83 £50.00
UK excluding London median hourly rate £36.00 £30.50 £31.50
% change year-on-year
+18.03% -3.17%

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 1 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 1 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 -14 138 £450 -10.00% 99
South East +15 47 £520 +4.00% 18
West Midlands +2 16 £475 +53.22% 5
North West -4 15 £363 +1.39% 16
East of England +15 11 - - 6
Yorkshire +7 8 £475 - 4
South West 0 8 £451 -24.79% 15
North East -25 5 £475 - 1
East Midlands +3 2 £500 +5.26% 2
Midlands - 2 - -
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 1 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.

1 491 (100.00%) Analytics
2 164 (33.40%) Big Data
3 134 (27.29%) SQL
4 130 (26.48%) Finance
5 128 (26.07%) Agile Software Development
6 119 (24.24%) Business Intelligence
7 116 (23.63%) Hadoop
8 109 (22.20%) Analytical Skills
9 106 (21.59%) Python
10 85 (17.31%) Data Modelling
11 84 (17.11%) Java
12 81 (16.50%) Data Analysis
13 80 (16.29%) Machine Learning
14 76 (15.48%) Big Data Analytics
15 72 (14.66%) Data Warehouse
16 62 (12.63%) Visualisation
16 62 (12.63%) Apache Hive
17 57 (11.61%) Apache Spark
18 56 (11.41%) ETL
18 56 (11.41%) Banking
19 55 (11.20%) Tableau
20 52 (10.59%) R
21 50 (10.18%) NoSQL
21 50 (10.18%) Degree
22 48 (9.78%) Project Management
23 47 (9.57%) Oracle
23 47 (9.57%) Retail
24 46 (9.37%) Scala
24 46 (9.37%) SAS
25 42 (8.55%) JavaScript

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 57 (11.61%) Apache Spark
2 46 (9.37%) SAS
3 28 (5.70%) Apache Pig
4 13 (2.65%) Confluence
4 13 (2.65%) Node.js
5 9 (1.83%) SharePoint
6 8 (1.63%) WebLogic
6 8 (1.63%) WebSphere
7 7 (1.43%) Apache
8 6 (1.22%) JBoss
9 5 (1.02%) Elasticsearch
10 4 (0.81%) CMS
11 3 (0.61%) MQSeries
12 2 (0.41%) IIS
13 1 (0.20%) IBM Domino
13 1 (0.20%) IBM Notes
13 1 (0.20%) Oracle Workflow
13 1 (0.20%) Tomcat
13 1 (0.20%) WebSphere Application Server
13 1 (0.20%) WebSphere Process Server
Applications
1 21 (4.28%) MS Excel
2 14 (2.85%) SPSS
3 11 (2.24%) MS PowerPoint
3 11 (2.24%) MS Project
4 5 (1.02%) CPLEX
4 5 (1.02%) MS Office
5 4 (0.81%) Weka
6 3 (0.61%) MS Visio
6 3 (0.61%) Photoshop
6 3 (0.61%) Spreadsheet
7 2 (0.41%) Adobe Creative Suite
7 2 (0.41%) Mingle
Business Applications
1 5 (1.02%) Dynamics CRM
2 4 (0.81%) SAP Oil and Gas
3 2 (0.41%) Unica
4 1 (0.20%) Adobe Campaign
4 1 (0.20%) Dynamics AX
4 1 (0.20%) SAP ERP
4 1 (0.20%) SAP GRC
Cloud Services
1 39 (7.94%) Amazon AWS
2 13 (2.65%) Microsoft Azure
3 11 (2.24%) Adobe Analytics
4 10 (2.04%) Amazon S3
5 8 (1.63%) Amazon Kinesis
5 8 (1.63%) Google Analytics
6 7 (1.43%) Amazon EC2
6 7 (1.43%) Amazon EMR
7 5 (1.02%) Cloud Computing
8 4 (0.81%) PaaS
9 3 (0.61%) AdWords
9 3 (0.61%) Azure Active Directory
9 3 (0.61%) Azure Machine Learning
10 2 (0.41%) AWS Lambda
10 2 (0.41%) SaaS
11 1 (0.20%) GitHub
11 1 (0.20%) Google Cloud Platform
11 1 (0.20%) SmartFocus
11 1 (0.20%) SuccessFactors
Communications & Networking
1 4 (0.81%) ATM
1 4 (0.81%) HTTP
1 4 (0.81%) Wireless
2 3 (0.61%) Internet
3 2 (0.41%) Ethernet
3 2 (0.41%) Network Security
3 2 (0.41%) Skype
3 2 (0.41%) TCP/IP
4 1 (0.20%) BGP
4 1 (0.20%) Bluetooth
4 1 (0.20%) DWDM
4 1 (0.20%) InfiniBand
4 1 (0.20%) Intranet
4 1 (0.20%) IPv6
4 1 (0.20%) MPLS
4 1 (0.20%) OSPF
4 1 (0.20%) SMS
4 1 (0.20%) SSH
4 1 (0.20%) VPLS
4 1 (0.20%) VPN
Database & Business Intelligence
1 164 (33.40%) Big Data
2 116 (23.63%) Hadoop
3 72 (14.66%) Data Warehouse
4 62 (12.63%) Apache Hive
5 50 (10.18%) NoSQL
6 39 (7.94%) SQL Server
7 36 (7.33%) Data Mining
8 33 (6.72%) BusinessObjects
9 21 (4.28%) QlikView
10 20 (4.07%) MongoDB
11 19 (3.87%) Pentaho
12 18 (3.67%) MySQL
13 16 (3.26%) Amazon Redshift
14 14 (2.85%) PostgreSQL
14 14 (2.85%) Power BI
14 14 (2.85%) Relational Database
15 13 (2.65%) HBase
15 13 (2.65%) Oracle Database
15 13 (2.65%) SQL Server Integration Services
16 12 (2.44%) SQL Server Reporting Services
Development Applications
1 19 (3.87%) Selenium
2 16 (3.26%) Git (software)
3 15 (3.05%) JIRA
4 10 (2.04%) Team Foundation Server
5 8 (1.63%) Grunt
6 7 (1.43%) gulp
6 7 (1.43%) Protractor
7 6 (1.22%) Cucumber
7 6 (1.22%) Jenkins
8 4 (0.81%) Android Studio
8 4 (0.81%) Axure RP
8 4 (0.81%) Bitbucket
8 4 (0.81%) Bower
8 4 (0.81%) Eclipse
8 4 (0.81%) IntelliJ
9 3 (0.61%) ERwin
9 3 (0.61%) Subversion
9 3 (0.61%) Talend Open Studio
9 3 (0.61%) TeamCity
9 3 (0.61%) Visual Studio
General
1 130 (26.48%) Finance
2 56 (11.41%) Banking
3 47 (9.57%) Retail
4 34 (6.92%) Marketing
5 21 (4.28%) Telecoms
6 14 (2.85%) Retail Banking
7 13 (2.65%) Investment Banking
8 9 (1.83%) Financial Institution
9 7 (1.43%) Front Office
9 7 (1.43%) Publishing
10 6 (1.22%) Advertising
10 6 (1.22%) Law
10 6 (1.22%) Legal
10 6 (1.22%) Manufacturing
11 5 (1.02%) Automotive
12 4 (0.81%) Electronics
12 4 (0.81%) Games
13 1 (0.20%) Billing
13 1 (0.20%) General Ledger
13 1 (0.20%) Military
Job Titles
1 132 (26.88%) Analyst
2 102 (20.77%) Developer
3 62 (12.63%) Architect
4 47 (9.57%) Data Analyst
4 47 (9.57%) Data Scientist
5 46 (9.37%) Data Architect
6 44 (8.96%) Consultant
7 39 (7.94%) Business Analyst
8 24 (4.89%) Data Consultant
9 23 (4.68%) Project Manager
10 19 (3.87%) Big Data Architect
10 19 (3.87%) Big Data Developer
10 19 (3.87%) Hadoop Developer
10 19 (3.87%) Test Analyst
11 17 (3.46%) Solutions Architect
12 15 (3.05%) Business Intelligence Developer
13 14 (2.85%) Analytics Manager
14 13 (2.65%) Senior Analyst
15 12 (2.44%) Python Developer
16 11 (2.24%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 28 (5.70%) HTML
2 24 (4.89%) CSS
3 23 (4.68%) AngularJS
4 21 (4.28%) D3.js
5 19 (3.87%) HTML5
6 17 (3.46%) Web Services
7 15 (3.05%) J2EE
8 13 (2.65%) Natural Language Processing
9 11 (2.24%) .NET
9 11 (2.24%) CSS3
9 11 (2.24%) jQuery
10 10 (2.04%) REST
10 10 (2.04%) SOAP
10 10 (2.04%) XML
11 9 (1.83%) Kafka
12 8 (1.63%) JSON
12 8 (1.63%) Middleware
13 7 (1.43%) React
13 7 (1.43%) Twitter Bootstrap
14 6 (1.22%) Android SDK
Miscellaneous
1 109 (22.20%) Analytical Skills
2 62 (12.63%) Visualisation
3 33 (6.72%) Algorithms
4 28 (5.70%) Statistics
5 25 (5.09%) Mathematics
6 23 (4.68%) User Experience
7 22 (4.48%) Computer Science
8 21 (4.28%) Management Information System
9 15 (3.05%) Data Structures
10 13 (2.65%) Data Integration
10 13 (2.65%) Mobile App
10 13 (2.65%) Social Media
11 10 (2.04%) Physics
12 9 (1.83%) Foreign Exchange (FX)
13 8 (1.63%) Data Extraction
13 8 (1.63%) Economics
13 8 (1.63%) Fixed Income
14 5 (1.02%) Mobile Banking
15 4 (0.81%) NHS
15 4 (0.81%) PMI
Operating Systems
1 31 (6.31%) Linux
2 16 (3.26%) Unix
3 14 (2.85%) Windows
4 8 (1.63%) Android
5 6 (1.22%) Apple iOS
6 5 (1.02%) Windows Server
7 2 (0.41%) CentOS
7 2 (0.41%) Red Hat Enterprise Linux
7 2 (0.41%) Windows Server 2008
8 1 (0.20%) AIX
8 1 (0.20%) Solaris
8 1 (0.20%) Ubuntu
Processes & Methodologies
1 491 (100.00%) Analytics
2 128 (26.07%) Agile Software Development
3 119 (24.24%) Business Intelligence
4 85 (17.31%) Data Modelling
5 81 (16.50%) Data Analysis
6 80 (16.29%) Machine Learning
7 76 (15.48%) Big Data Analytics
8 56 (11.41%) ETL
9 48 (9.78%) Project Management
10 42 (8.55%) Open Source
11 41 (8.35%) Data Management
12 37 (7.54%) Data Visualisation
13 33 (6.72%) Business Analysis
14 31 (6.31%) Stakeholder Management
15 30 (6.11%) Data Architecture
16 29 (5.91%) CRM
17 28 (5.70%) Waterfall
18 23 (4.68%) Enterprise Architecture
19 22 (4.48%) E-Commerce
19 22 (4.48%) Use Case
Programming Languages
1 134 (27.29%) SQL
2 106 (21.59%) Python
3 84 (17.11%) Java
4 52 (10.59%) R
5 46 (9.37%) Scala
6 42 (8.55%) JavaScript
7 27 (5.50%) C#
8 16 (3.26%) C++
9 14 (2.85%) MATLAB
10 11 (2.24%) Perl
11 10 (2.04%) C
12 8 (1.63%) T-SQL
12 8 (1.63%) VBA
13 7 (1.43%) Ruby
14 6 (1.22%) PHP
14 6 (1.22%) PL/SQL
15 3 (0.61%) IronPython
15 3 (0.61%) PowerShell
15 3 (0.61%) Shell Script
15 3 (0.61%) VB
Qualifications
1 50 (10.18%) Degree
2 26 (5.30%) Security Cleared
3 19 (3.87%) PhD
4 17 (3.46%) ISEB
4 17 (3.46%) ISTQB
4 17 (3.46%) ISTQB Foundation Certification
5 15 (3.05%) DV Cleared
5 15 (3.05%) SC Cleared
6 7 (1.43%) PRINCE2 Practitioner
7 5 (1.02%) PRINCE2 Certification
8 4 (0.81%) PMI Certification
9 3 (0.61%) BPSS Clearance
10 2 (0.41%) CISSP
10 2 (0.41%) PMP
11 1 (0.20%) CCNA
11 1 (0.20%) CCNP
11 1 (0.20%) CISA
11 1 (0.20%) Cisco Certification
11 1 (0.20%) JNCIA
11 1 (0.20%) MBA
Quality Assurance & Compliance
1 35 (7.13%) Data Quality
2 13 (2.65%) QA
3 3 (0.61%) Disclosure Scotland
3 3 (0.61%) FATCA
4 1 (0.20%) Basel II
4 1 (0.20%) HMG Security Policy Framework
4 1 (0.20%) ISO/IEC 27001
4 1 (0.20%) PCI DSS
4 1 (0.20%) SLA
4 1 (0.20%) WAI
System Software
1 14 (2.85%) Apache Flume
2 7 (1.43%) HDFS
3 5 (1.02%) Docker
4 4 (0.81%) GridGain
5 3 (0.61%) Active Directory
Systems Management
1 8 (1.63%) HP Quality Center
2 4 (0.81%) Hadoop YARN
2 4 (0.81%) Opscode Chef
3 3 (0.61%) Ambari
3 3 (0.61%) Kubernetes
3 3 (0.61%) Oracle EDQ
3 3 (0.61%) Puppet
3 3 (0.61%) SCCM
3 3 (0.61%) WSUS
4 2 (0.41%) Ansible
5 1 (0.20%) Cacti
5 1 (0.20%) Nagios
5 1 (0.20%) Oozie
5 1 (0.20%) OPNET
5 1 (0.20%) Tivoli
5 1 (0.20%) ZABBIX
5 1 (0.20%) Zenoss
Vendors
1 55 (11.20%) Tableau
2 47 (9.57%) Oracle
3 28 (5.70%) Microsoft
4 17 (3.46%) SAP
4 17 (3.46%) Teradata
5 16 (3.26%) Cloudera
6 15 (3.05%) Adobe
7 12 (2.44%) Red Hat
8 11 (2.24%) IBM
9 10 (2.04%) Alteryx
10 9 (1.83%) Google
11 7 (1.43%) Informatica
11 7 (1.43%) Omniture
12 6 (1.22%) Hortonworks
13 5 (1.02%) Embarcadero
13 5 (1.02%) HP
13 5 (1.02%) ILOG
13 5 (1.02%) TIBCO
14 4 (0.81%) Cognos
15 3 (0.61%) MicroStrategy
Leeds, West Yorkshire
Arrows Group
Rate: £450.00 - £500.00 per day
Posted: 2 days ago
London
iKas International
Rate: £550 - £600 per day
Posted: 3 days ago
Surrey
Computer People
Rate: £400.00 - £401.00 per day
Posted: 3 days ago
Warrington, Cheshire
Rullion IT Plus
Posted: 4 days ago
Ipswich, Suffolk
Experis Ltd
Posted: 4 days ago
North West
Rullion IT Plus
Posted: 5 days ago
London
Arrows Group Ltd
Rate: £0.00 per annum
Posted: 5 days ago
City Of London
HFG
Rate: £200 - £350 per day
Posted: 5 days ago
Liverpool, Merseyside
Uniting Ambition
Rate: 600 per day
Posted: 6 days ago
London
Randstad Technologies
Rate: £400 - £450 per day
Posted: 6 days ago
Berkshire
Austin Fraser
Posted: 6 days ago
Skelmersdale, Lancashire
Circle Recruitment
Rate: £250 - £300 per day
Posted: 6 days ago
Coventry
Vivid Resourcing
Rate: Market related
Posted: 9 days ago
Bristol
Vivid Resourcing
Rate: Market related
Posted: 9 days ago
West London
People Source Consulting
Rate: £320 - £350 per annum
Posted: 10 days ago
Skelmersdale
Hays Specialist Recruitment Ltd
Rate: £200 - £250 per day
Posted: 12 days ago
Bristol
G2 Recruitment
Rate: Market rates
Posted: 14 days ago
Berkshire
People Source Consulting
Rate: £650 - £750 per day
Posted: 17 days ago
London
Venturi
Rate: £300 - £350 per day
Posted: 17 days ago
London
Vivid Resourcing
Rate: £75k - 80k per year
Posted: 23 days ago
Manchester
Vivid Resourcing
Rate: Market related
Posted: 23 days ago
London
Venturi
Rate: £550 - £600 per day
Posted: 23 days ago
London
Venturi
Rate: £300 - £350 per day
Posted: 24 days ago