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 31 August 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
31 Aug 2016
Same period 2015 Same period 2014
Data Analytics
Rank 346 424 467
Rank change year-on-year
+78 +43
Contract jobs citing Data Analytics 297 213 150
As % of all contract IT jobs located in England 0.59% 0.40% 0.30%
As % of the Processes & Methodologies category 0.71% 0.50% 0.38%
Number of daily rates quoted 205 141 93
Median daily rate £425 £500 £423
Median daily rate % change year-on-year
-15.00% +18.34%
90% offered a daily rate of more than £275 £325 £300
10% offered a daily rate of more than £650 £600 £590
UK excluding London median daily rate £350 £475 £425
% change year-on-year
-26.31% +11.76%
Number of hourly rates quoted 7 5 0
Median hourly rate £45.50 £16.00 -
Median hourly rate % change year-on-year
+184.37% -
UK excluding London median hourly rate £45.50 £29.62 -
% change year-on-year
+53.63% -
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
41710 42817 39755
As % of all contract IT jobs located in England 83.12% 80.53% 78.95%
Number of daily rates quoted 27739 28398 25061
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £580 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1029 1151 1110
Median hourly rate £30.00 £31.44 £23.00
Median hourly rate % change year-on-year
-4.58% +36.69%
90% offered a hourly rate of more than £12.75 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £50.00 £46.00
UK excluding London median hourly rate £31.00 £32.50 £25.75
% change year-on-year
-4.61% +26.21%

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 31 August 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
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Analytics across the England region over the 3 months to 31 August 2016.

Data Analytics Hourly Rate Histogram 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 31 August 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 +47 195 £500 - 55
East of England +38 40 £283 -38.25% 4
South West +31 17 £425 -5.02% 7
West Midlands -14 12 £375 +2.73% 4
South East -30 11 £365 -21.08% 12
North East -12 7 £496 -11.82%
North West +18 6 £469 -10.71% 11
East Midlands -3 4 £425 -3.40% 1
Midlands - 2 £450 -
Yorkshire -5 1 £497 -9.63% 3
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 31 August 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.

1 552 (100.00%) Analytics
2 204 (36.96%) SQL
3 178 (32.25%) Big Data
4 152 (27.54%) Finance
5 149 (26.99%) Hadoop
6 137 (24.82%) Agile Software Development
7 132 (23.91%) Business Intelligence
8 106 (19.20%) Analytical Skills
9 94 (17.03%) Big Data Analytics
9 94 (17.03%) Python
10 92 (16.67%) Data Warehouse
10 92 (16.67%) Data Analysis
11 80 (14.49%) Java
12 79 (14.31%) Apache Spark
13 68 (12.32%) Oracle
14 64 (11.59%) Data Modelling
14 64 (11.59%) ETL
15 63 (11.41%) R
16 60 (10.87%) Visualisation
17 58 (10.51%) Degree
18 57 (10.33%) Stakeholder Management
19 54 (9.78%) Banking
19 54 (9.78%) Machine Learning
20 52 (9.42%) Marketing
21 51 (9.24%) Project Management
22 50 (9.06%) Scala
23 47 (8.51%) SAS
23 47 (8.51%) CRM
23 47 (8.51%) Retail
24 45 (8.15%) Apache Hive

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 79 (14.31%) Apache Spark
2 47 (8.51%) SAS
3 19 (3.44%) Elasticsearch
4 15 (2.72%) Apache Pig
5 14 (2.54%) Apache
6 11 (1.99%) Confluence
7 7 (1.27%) Adobe Experience Manager
8 5 (0.91%) SharePoint
8 5 (0.91%) WebSphere
9 4 (0.72%) WebSphere Application Server
9 4 (0.72%) WebSphere Process Server
10 3 (0.54%) Apache Solr
10 3 (0.54%) CMS
10 3 (0.54%) EPiServer CMS
11 2 (0.36%) Tomcat
11 2 (0.36%) WebLogic
12 1 (0.18%) IBM Domino
12 1 (0.18%) IBM Notes
12 1 (0.18%) JBoss
12 1 (0.18%) MS Exchange
Applications
1 31 (5.62%) MS Excel
2 25 (4.53%) MS PowerPoint
3 10 (1.81%) SPSS
4 9 (1.63%) MS Office
4 9 (1.63%) MS Project
5 6 (1.09%) Spreadsheet
6 4 (0.72%) Adobe Illustrator
6 4 (0.72%) Photoshop
7 3 (0.54%) MS Visio
8 2 (0.36%) CPLEX
8 2 (0.36%) Mathematica
Business Applications
1 7 (1.27%) Adobe Campaign
2 4 (0.72%) Dynamics CRM
2 4 (0.72%) WebTrends
3 3 (0.54%) Relativity
3 3 (0.54%) SAP Oil and Gas
3 3 (0.54%) Unica
4 2 (0.36%) Cognos Business Intelligence
5 1 (0.18%) Hyperion Planning
5 1 (0.18%) Oracle Applications
5 1 (0.18%) Oracle EBS
5 1 (0.18%) Oracle ERP
5 1 (0.18%) Radian6
5 1 (0.18%) SAP CRM
5 1 (0.18%) SAP ERP
5 1 (0.18%) SAP GRC
5 1 (0.18%) Sprinklr
Cloud Services
1 35 (6.34%) Amazon AWS
2 20 (3.62%) Microsoft Azure
3 10 (1.81%) Adobe Analytics
3 10 (1.81%) Google Analytics
4 9 (1.63%) Amazon EMR
5 3 (0.54%) Amazon Kinesis
5 3 (0.54%) SaaS
6 2 (0.36%) AdWords
6 2 (0.36%) Amazon S3
6 2 (0.36%) AWS Lambda
6 2 (0.36%) Azure Active Directory
6 2 (0.36%) Cloud Computing
6 2 (0.36%) Office 365
6 2 (0.36%) PaaS
6 2 (0.36%) SmartFocus
7 1 (0.18%) GitHub
7 1 (0.18%) Google Cloud Platform
7 1 (0.18%) IaaS
7 1 (0.18%) Socialbakers
7 1 (0.18%) SuccessFactors
Communications & Networking
1 9 (1.63%) DSL
1 9 (1.63%) Internet
2 8 (1.45%) LDAP
2 8 (1.45%) SMS
3 7 (1.27%) DNS
4 6 (1.09%) FCAPS
5 4 (0.72%) HTTP
6 2 (0.36%) ATM
6 2 (0.36%) Ethernet
6 2 (0.36%) InfiniBand
6 2 (0.36%) Network Security
6 2 (0.36%) TCP/IP
7 1 (0.18%) AMQP
7 1 (0.18%) Firewall
7 1 (0.18%) MQTT
7 1 (0.18%) VoIP
7 1 (0.18%) Wireless
Database & Business Intelligence
1 178 (32.25%) Big Data
2 149 (26.99%) Hadoop
3 92 (16.67%) Data Warehouse
4 45 (8.15%) Apache Hive
5 40 (7.25%) SQL Server
6 37 (6.70%) Data Mining
7 33 (5.98%) NoSQL
8 28 (5.07%) DB2
8 28 (5.07%) QlikView
9 22 (3.99%) HBase
10 19 (3.44%) BusinessObjects
11 17 (3.08%) Relational Database
12 15 (2.72%) MySQL
13 14 (2.54%) Pentaho
13 14 (2.54%) SQL Server Integration Services
14 11 (1.99%) Apache Cassandra
15 10 (1.81%) Enterprise Data Warehouse
15 10 (1.81%) Redis
16 9 (1.63%) Neo4j
16 9 (1.63%) Star Schema
Development Applications
1 15 (2.72%) Git (software)
2 12 (2.17%) Jenkins
2 12 (2.17%) JIRA
3 10 (1.81%) Selenium
4 7 (1.27%) Cucumber
5 6 (1.09%) Grunt
5 6 (1.09%) Protractor
6 5 (0.91%) Gradle
6 5 (0.91%) Maven
6 5 (0.91%) Subversion
7 4 (0.72%) Bower
7 4 (0.72%) gulp
7 4 (0.72%) JUnit
7 4 (0.72%) Talend Open Studio
7 4 (0.72%) Team Foundation Server
8 3 (0.54%) Atlassian Bamboo
8 3 (0.54%) Jasmine
8 3 (0.54%) Visual Studio
9 2 (0.36%) Mocha
9 2 (0.36%) TeamCity
General
1 152 (27.54%) Finance
2 54 (9.78%) Banking
3 52 (9.42%) Marketing
4 47 (8.51%) Retail
5 17 (3.08%) Telecoms
6 16 (2.90%) Legal
7 10 (1.81%) Financial Institution
7 10 (1.81%) Investment Banking
8 9 (1.63%) Automotive
8 9 (1.63%) Front Office
9 7 (1.27%) Law
10 6 (1.09%) Games
11 5 (0.91%) Retail Banking
12 3 (0.54%) Billing
12 3 (0.54%) Electronics
12 3 (0.54%) Local Government
12 3 (0.54%) Manufacturing
13 2 (0.36%) Advertising
13 2 (0.36%) Corporate Banking
14 1 (0.18%) Wholesale Banking
Job Titles
1 135 (24.46%) Analyst
2 128 (23.19%) Developer
3 67 (12.14%) Architect
4 48 (8.70%) Data Analyst
5 45 (8.15%) Business Analyst
6 38 (6.88%) Consultant
7 37 (6.70%) Data Scientist
8 34 (6.16%) Big Data Developer
9 32 (5.80%) Project Manager
10 30 (5.43%) Data Architect
11 29 (5.25%) Data Consultant
12 26 (4.71%) Hadoop Developer
13 24 (4.35%) Analytics Manager
14 22 (3.99%) Data Engineer
15 21 (3.80%) Solutions Architect
16 18 (3.26%) Data Analytics Manager
16 18 (3.26%) Hadoop Engineer
17 17 (3.08%) Data Business Analyst
17 17 (3.08%) Data Manager
18 14 (2.54%) Test Analyst
Libraries, Frameworks & Software Standards
1 40 (7.25%) HTML
2 33 (5.98%) AngularJS
3 31 (5.62%) CSS
4 28 (5.07%) HTML5
5 27 (4.89%) .NET
6 19 (3.44%) Kafka
7 16 (2.90%) D3.js
8 14 (2.54%) jQuery
9 13 (2.36%) XML
10 12 (2.17%) Middleware
11 11 (1.99%) CSS3
11 11 (1.99%) J2EE
11 11 (1.99%) REST
11 11 (1.99%) SOAP
12 10 (1.81%) Akka
12 10 (1.81%) GraphX
12 10 (1.81%) Node.js
12 10 (1.81%) React
12 10 (1.81%) Web Services
13 8 (1.45%) Apache Avro
Miscellaneous
1 106 (19.20%) Analytical Skills
2 60 (10.87%) Visualisation
3 28 (5.07%) User Experience
4 27 (4.89%) Management Information System
5 26 (4.71%) Mainframe
5 26 (4.71%) Mathematics
6 22 (3.99%) Computer Science
7 16 (2.90%) Statistics
8 14 (2.54%) Social Media
9 12 (2.17%) Algorithms
9 12 (2.17%) Data Structures
10 11 (1.99%) Virtual Team
11 9 (1.63%) Data Integration
11 9 (1.63%) Fixed Income
12 8 (1.45%) Data Extraction
13 7 (1.27%) Fintech
14 6 (1.09%) Credit Risk
15 5 (0.91%) Internet of Things
15 5 (0.91%) Private Cloud
15 5 (0.91%) Reference Data
Operating Systems
1 40 (7.25%) Linux
2 23 (4.17%) Unix
3 22 (3.99%) Windows
4 16 (2.90%) Windows Vista
5 7 (1.27%) CentOS
5 7 (1.27%) Mesosphere
6 6 (1.09%) Red Hat Enterprise Linux
7 4 (0.72%) AIX
8 2 (0.36%) Android
8 2 (0.36%) Apple iOS
8 2 (0.36%) Ubuntu
8 2 (0.36%) zOS
9 1 (0.18%) Solaris
Processes & Methodologies
1 552 (100.00%) Analytics
2 137 (24.82%) Agile Software Development
3 132 (23.91%) Business Intelligence
4 94 (17.03%) Big Data Analytics
5 92 (16.67%) Data Analysis
6 64 (11.59%) Data Modelling
6 64 (11.59%) ETL
7 57 (10.33%) Stakeholder Management
8 54 (9.78%) Machine Learning
9 51 (9.24%) Project Management
10 47 (8.51%) CRM
11 44 (7.97%) Business Analysis
12 42 (7.61%) Open Source
13 28 (5.07%) Data Management
13 28 (5.07%) Enterprise Architecture
13 28 (5.07%) Scrum
13 28 (5.07%) Use Case
14 27 (4.89%) Data Architecture
14 27 (4.89%) Data Visualisation
15 25 (4.53%) Customer Analytics
Programming Languages
1 204 (36.96%) SQL
2 94 (17.03%) Python
3 80 (14.49%) Java
4 63 (11.41%) R
5 50 (9.06%) Scala
6 43 (7.79%) JavaScript
7 31 (5.62%) C++
8 30 (5.43%) C#
8 30 (5.43%) MATLAB
9 14 (2.54%) VBA
10 12 (2.17%) C
11 9 (1.63%) Perl
12 8 (1.45%) Ruby
12 8 (1.45%) T-SQL
13 7 (1.27%) PL/SQL
13 7 (1.27%) TypeScript
14 6 (1.09%) PHP
15 3 (0.54%) F#
15 3 (0.54%) PowerShell
15 3 (0.54%) VB
Qualifications
1 58 (10.51%) Degree
2 29 (5.25%) Security Cleared
3 22 (3.99%) PhD
4 14 (2.54%) SC Cleared
5 12 (2.17%) DV Cleared
5 12 (2.17%) ISTQB
6 8 (1.45%) ISEB
7 6 (1.09%) ISTQB Foundation Certification
7 6 (1.09%) PRINCE2 Practitioner
8 2 (0.36%) MBA
8 2 (0.36%) PMP
8 2 (0.36%) PRINCE2 Certification
9 1 (0.18%) CFA
9 1 (0.18%) CISA
9 1 (0.18%) Cisco Certification
9 1 (0.18%) CISSP
9 1 (0.18%) GIAC
9 1 (0.18%) ITIL Certification
9 1 (0.18%) PMI Certification
9 1 (0.18%) Six Sigma Black Belt
Quality Assurance & Compliance
1 27 (4.89%) Data Quality
2 18 (3.26%) QA
3 6 (1.09%) Solvency II
4 5 (0.91%) Disclosure Scotland
5 2 (0.36%) ISO/IEC 27001
6 1 (0.18%) Actionable Recommendations
6 1 (0.18%) Basel II
6 1 (0.18%) HL7
6 1 (0.18%) PCI DSS
System Software
1 17 (3.08%) Docker
2 11 (1.99%) Apache Flume
3 7 (1.27%) HDFS
4 4 (0.72%) Active Directory
5 2 (0.36%) Firmware
6 1 (0.18%) NFS
6 1 (0.18%) VMware ESX
Systems Management
1 9 (1.63%) Ansible
2 8 (1.45%) Kubernetes
2 8 (1.45%) Puppet
3 4 (0.72%) Nagios
3 4 (0.72%) Oozie
3 4 (0.72%) Opscode Chef
3 4 (0.72%) ZABBIX
4 3 (0.54%) Ambari
4 3 (0.54%) Control-M
4 3 (0.54%) Zenoss
5 2 (0.36%) Graphite
5 2 (0.36%) SCOM
6 1 (0.18%) EnCase
6 1 (0.18%) Grafana
6 1 (0.18%) HP Quality Center
6 1 (0.18%) Kibana
6 1 (0.18%) logstash
6 1 (0.18%) Oracle Identity Management
6 1 (0.18%) Oracle Identity Manager
6 1 (0.18%) StatsD
Vendors
1 68 (12.32%) Oracle
2 41 (7.43%) Microsoft
3 40 (7.25%) Tableau
4 29 (5.25%) Teradata
5 27 (4.89%) Adobe
6 17 (3.08%) Red Hat
7 15 (2.72%) IBM
8 14 (2.54%) SAP
9 11 (1.99%) Google
10 10 (1.81%) Cloudera
10 10 (1.81%) Cognos
11 6 (1.09%) Alteryx
11 6 (1.09%) MicroStrategy
11 6 (1.09%) Nokia
12 5 (0.91%) Hortonworks
12 5 (0.91%) Salesforce.com
13 4 (0.72%) Cyber-Ark
13 4 (0.72%) HP
13 4 (0.72%) Informatica
13 4 (0.72%) Talend
Berkshire
Michael Bailey Associates
Rate: market rates
Posted: 21 hours ago
London
Stratospherec
Rate: Up to £550 per day
Posted: Yesterday
Luton, Bedfordshire
Montash
Rate: £400 - £401 per day
Posted: 5 days ago
West London
Careerwise UK Limited
Rate: £500 - £625 per day + negotiable
Posted: 6 days ago
London
Opus Recruitment Solutions Ltd
Rate: £600 - £700 per day
Posted: 6 days ago
West Midlands
Mortimer Spinks
Rate: £450 - £600 per day
Posted: 6 days ago
London
OHO Group Ltd.
Rate: £250 - £300 per day
Posted: 10 days ago
London
Nigel Frank International Ltd
Rate: £300 - £450 per day
Posted: 6 days ago
London
Spectrum IT
Rate: £400 - £600 per day
Posted: 22 days ago