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 July 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 Jul 2016
Same period 2015 Same period 2014
Data Analytics
Rank 361 420 450
Rank change year-on-year
+59 +30
Contract jobs citing Data Analytics 282 209 158
As % of all contract IT jobs located in England 0.57% 0.40% 0.32%
As % of the Processes & Methodologies category 0.68% 0.50% 0.41%
Number of daily rates quoted 191 135 111
Median daily rate £450 £495 £425
Median daily rate % change year-on-year
-9.09% +16.47%
90% offered a daily rate of more than £280 £350 £275
10% offered a daily rate of more than £700 £800 £600
UK excluding London median daily rate £425 £440 £400
% change year-on-year
-3.40% +10.00%
Number of hourly rates quoted 7 4 0
Median hourly rate £45.50 £20.12 -
Median hourly rate % change year-on-year
+126.19% -
UK excluding London median hourly rate £45.50 £50.00 -
% change year-on-year
-9.00% -
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
41371 41437 38972
As % of all contract IT jobs located in England 83.06% 80.09% 78.86%
Number of daily rates quoted 27588 27456 24607
Median daily rate £450 £420 £405
Median daily rate % change year-on-year
+7.14% +3.70%
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 949 1091 1124
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £52.00 £52.17 £45.00
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

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 July 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 29 July 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 29 July 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 +22 161 £500 - 77
South East +8 27 £400 -15.78% 14
East of England +20 24 £275 -38.71% 13
South West +13 24 £425 -7.60% 11
West Midlands -9 16 £450 - 6
North West +3 11 £475 -40.62% 10
North East -33 7 £496 -
East Midlands +2 6 £425 -34.61% 3
Yorkshire -1 3 £500 -37.50% 6
Midlands - 2 £450 -
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 29 July 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.

1 534 (100.00%) Analytics
2 182 (34.08%) SQL
3 169 (31.65%) Big Data
4 154 (28.84%) Finance
5 137 (25.66%) Hadoop
6 126 (23.60%) Agile Software Development
7 123 (23.03%) Business Intelligence
8 108 (20.22%) Analytical Skills
9 91 (17.04%) Python
10 90 (16.85%) Big Data Analytics
11 88 (16.48%) Data Warehouse
12 82 (15.36%) Java
13 78 (14.61%) Data Analysis
14 77 (14.42%) Apache Spark
15 67 (12.55%) Machine Learning
16 61 (11.42%) Data Modelling
17 60 (11.24%) Oracle
18 59 (11.05%) Stakeholder Management
19 58 (10.86%) R
20 56 (10.49%) ETL
21 55 (10.30%) Scala
22 53 (9.93%) Visualisation
22 53 (9.93%) Degree
23 51 (9.55%) Apache Hive
24 49 (9.18%) Banking
25 47 (8.80%) SAS
26 44 (8.24%) Project Management
26 44 (8.24%) Marketing
27 42 (7.87%) Retail
27 42 (7.87%) Tableau

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 77 (14.42%) Apache Spark
2 47 (8.80%) SAS
3 23 (4.31%) Apache Pig
4 17 (3.18%) Elasticsearch
5 13 (2.43%) Apache
6 11 (2.06%) Confluence
7 5 (0.94%) WebSphere
8 4 (0.75%) Adobe Experience Manager
8 4 (0.75%) SharePoint
8 4 (0.75%) WebSphere Application Server
8 4 (0.75%) WebSphere Process Server
9 3 (0.56%) Apache Solr
9 3 (0.56%) CMS
9 3 (0.56%) EPiServer CMS
10 2 (0.37%) JBoss
10 2 (0.37%) Tomcat
10 2 (0.37%) WebLogic
11 1 (0.19%) IBM Domino
11 1 (0.19%) IBM Notes
11 1 (0.19%) MS Exchange
Applications
1 23 (4.31%) MS Excel
2 20 (3.75%) MS PowerPoint
3 9 (1.69%) MS Office
3 9 (1.69%) SPSS
4 8 (1.50%) MS Project
5 5 (0.94%) Photoshop
6 4 (0.75%) MS Visio
7 3 (0.56%) Adobe Illustrator
7 3 (0.56%) CPLEX
7 3 (0.56%) Spreadsheet
8 1 (0.19%) Weka
Business Applications
1 4 (0.75%) Adobe Campaign
1 4 (0.75%) Dynamics CRM
2 3 (0.56%) Relativity
2 3 (0.56%) SAP Oil and Gas
2 3 (0.56%) WebTrends
3 2 (0.37%) Cognos Business Intelligence
4 1 (0.19%) Dynamics AX
4 1 (0.19%) Oracle Applications
4 1 (0.19%) Oracle EBS
4 1 (0.19%) SAP ERP
4 1 (0.19%) SAP GRC
4 1 (0.19%) Sprinklr
Cloud Services
1 32 (5.99%) Amazon AWS
2 18 (3.37%) Microsoft Azure
3 15 (2.81%) Adobe Analytics
4 10 (1.87%) Google Analytics
5 9 (1.69%) Amazon EMR
6 4 (0.75%) Cloud Computing
7 3 (0.56%) Amazon Kinesis
7 3 (0.56%) Azure Active Directory
7 3 (0.56%) Azure Machine Learning
7 3 (0.56%) PaaS
7 3 (0.56%) SaaS
8 2 (0.37%) AdWords
8 2 (0.37%) Amazon S3
8 2 (0.37%) AWS Lambda
8 2 (0.37%) Google Play
8 2 (0.37%) Office 365
8 2 (0.37%) SmartFocus
9 1 (0.19%) GitHub
9 1 (0.19%) Socialbakers
9 1 (0.19%) SuccessFactors
Communications & Networking
1 8 (1.50%) DSL
1 8 (1.50%) Internet
2 7 (1.31%) LDAP
3 6 (1.12%) DNS
4 5 (0.94%) FCAPS
5 4 (0.75%) ATM
5 4 (0.75%) HTTP
5 4 (0.75%) SMS
6 2 (0.37%) Ethernet
6 2 (0.37%) InfiniBand
6 2 (0.37%) Network Security
6 2 (0.37%) Skype
6 2 (0.37%) TCP/IP
6 2 (0.37%) Wireless
7 1 (0.19%) AMQP
7 1 (0.19%) Firewall
7 1 (0.19%) MQTT
7 1 (0.19%) VoIP
Database & Business Intelligence
1 169 (31.65%) Big Data
2 137 (25.66%) Hadoop
3 88 (16.48%) Data Warehouse
4 51 (9.55%) Apache Hive
5 38 (7.12%) Data Mining
5 38 (7.12%) NoSQL
6 32 (5.99%) SQL Server
7 28 (5.24%) QlikView
8 23 (4.31%) BusinessObjects
9 20 (3.75%) HBase
10 18 (3.37%) DB2
10 18 (3.37%) Relational Database
11 15 (2.81%) MySQL
11 15 (2.81%) Pentaho
12 13 (2.43%) Apache Cassandra
13 9 (1.69%) Enterprise Data Warehouse
13 9 (1.69%) Redis
13 9 (1.69%) Star Schema
14 8 (1.50%) Neo4j
14 8 (1.50%) SQL Server Integration Services
Development Applications
1 15 (2.81%) Git (software)
2 11 (2.06%) Jenkins
2 11 (2.06%) JIRA
3 10 (1.87%) Selenium
4 6 (1.12%) Cucumber
4 6 (1.12%) Grunt
4 6 (1.12%) Protractor
5 5 (0.94%) Gradle
5 5 (0.94%) Maven
6 4 (0.75%) Bower
6 4 (0.75%) gulp
6 4 (0.75%) Subversion
6 4 (0.75%) Talend Open Studio
6 4 (0.75%) Team Foundation Server
7 3 (0.56%) Atlassian Bamboo
7 3 (0.56%) JUnit
8 2 (0.37%) Flyway
8 2 (0.37%) Mocha
8 2 (0.37%) TeamCity
8 2 (0.37%) Visual Studio
General
1 154 (28.84%) Finance
2 49 (9.18%) Banking
3 44 (8.24%) Marketing
4 42 (7.87%) Retail
5 18 (3.37%) Telecoms
6 15 (2.81%) Legal
7 11 (2.06%) Investment Banking
8 10 (1.87%) Automotive
9 9 (1.69%) Financial Institution
9 9 (1.69%) Front Office
10 8 (1.50%) Retail Banking
11 6 (1.12%) Advertising
12 5 (0.94%) Games
13 3 (0.56%) Electronics
13 3 (0.56%) Manufacturing
14 2 (0.37%) Corporate Banking
14 2 (0.37%) Law
15 1 (0.19%) Publishing
Job Titles
1 141 (26.40%) Analyst
2 124 (23.22%) Developer
3 63 (11.80%) Architect
4 49 (9.18%) Business Analyst
5 42 (7.87%) Data Analyst
6 41 (7.68%) Data Scientist
7 37 (6.93%) Data Architect
8 36 (6.74%) Consultant
9 35 (6.55%) Big Data Developer
10 29 (5.43%) Hadoop Developer
11 26 (4.87%) Data Consultant
12 25 (4.68%) Analytics Manager
13 23 (4.31%) Project Manager
14 21 (3.93%) Data Engineer
15 20 (3.75%) Hadoop Engineer
16 18 (3.37%) Data Analytics Manager
17 17 (3.18%) Data Manager
17 17 (3.18%) Test Analyst
18 15 (2.81%) Big Data Consultant
19 14 (2.62%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 37 (6.93%) HTML
2 30 (5.62%) AngularJS
2 30 (5.62%) CSS
3 26 (4.87%) HTML5
4 22 (4.12%) .NET
5 16 (3.00%) jQuery
5 16 (3.00%) Kafka
6 15 (2.81%) Web Services
7 14 (2.62%) D3.js
7 14 (2.62%) XML
8 13 (2.43%) SOAP
9 12 (2.25%) REST
10 11 (2.06%) CSS3
10 11 (2.06%) Middleware
11 9 (1.69%) Akka
11 9 (1.69%) GraphX
12 8 (1.50%) Node.js
12 8 (1.50%) React
13 7 (1.31%) Apache Avro
13 7 (1.31%) JSON
Miscellaneous
1 108 (20.22%) Analytical Skills
2 53 (9.93%) Visualisation
3 27 (5.06%) User Experience
4 23 (4.31%) Management Information System
5 21 (3.93%) Computer Science
6 19 (3.56%) Mathematics
7 17 (3.18%) Statistics
8 16 (3.00%) Algorithms
9 15 (2.81%) Mainframe
9 15 (2.81%) Social Media
10 9 (1.69%) Data Structures
10 9 (1.69%) Fixed Income
11 8 (1.50%) Data Integration
12 7 (1.31%) Fintech
13 6 (1.12%) Data Extraction
13 6 (1.12%) Virtual Team
14 5 (0.94%) Credit Risk
14 5 (0.94%) Mobile Banking
14 5 (0.94%) Private Cloud
14 5 (0.94%) Reference Data
Operating Systems
1 37 (6.93%) Linux
2 22 (4.12%) Unix
3 15 (2.81%) Windows
4 9 (1.69%) Windows Vista
5 7 (1.31%) CentOS
6 6 (1.12%) Mesosphere
6 6 (1.12%) Red Hat Enterprise Linux
7 5 (0.94%) Android
8 4 (0.75%) AIX
9 3 (0.56%) Apple iOS
10 2 (0.37%) Ubuntu
10 2 (0.37%) zOS
11 1 (0.19%) Solaris
Processes & Methodologies
1 534 (100.00%) Analytics
2 126 (23.60%) Agile Software Development
3 123 (23.03%) Business Intelligence
4 90 (16.85%) Big Data Analytics
5 78 (14.61%) Data Analysis
6 67 (12.55%) Machine Learning
7 61 (11.42%) Data Modelling
8 59 (11.05%) Stakeholder Management
9 56 (10.49%) ETL
10 44 (8.24%) Project Management
11 41 (7.68%) Business Analysis
11 41 (7.68%) Open Source
12 38 (7.12%) CRM
13 34 (6.37%) Data Architecture
14 31 (5.81%) Use Case
15 27 (5.06%) Data Management
16 25 (4.68%) Scrum
17 24 (4.49%) Data Visualisation
18 22 (4.12%) E-Commerce
19 21 (3.93%) User Acceptance Testing
Programming Languages
1 182 (34.08%) SQL
2 91 (17.04%) Python
3 82 (15.36%) Java
4 58 (10.86%) R
5 55 (10.30%) Scala
6 41 (7.68%) JavaScript
7 35 (6.55%) C#
8 32 (5.99%) C++
9 23 (4.31%) MATLAB
10 14 (2.62%) C
11 10 (1.87%) Perl
11 10 (1.87%) VBA
12 7 (1.31%) PL/SQL
12 7 (1.31%) Ruby
12 7 (1.31%) T-SQL
13 6 (1.12%) PHP
13 6 (1.12%) TypeScript
14 4 (0.75%) PowerShell
15 3 (0.56%) F#
15 3 (0.56%) VB
Qualifications
1 53 (9.93%) Degree
2 25 (4.68%) PhD
3 22 (4.12%) Security Cleared
4 15 (2.81%) ISTQB
5 12 (2.25%) SC Cleared
6 11 (2.06%) ISEB
7 9 (1.69%) ISTQB Foundation Certification
8 4 (0.75%) DV Cleared
9 3 (0.56%) BPSS Clearance
9 3 (0.56%) PRINCE2 Practitioner
10 2 (0.37%) MBA
10 2 (0.37%) PRINCE2 Certification
11 1 (0.19%) CCNA
11 1 (0.19%) Cisco Certification
11 1 (0.19%) CISSP
11 1 (0.19%) GIAC
11 1 (0.19%) ITIL Certification
11 1 (0.19%) PMI Certification
11 1 (0.19%) PMP
Quality Assurance & Compliance
1 28 (5.24%) Data Quality
2 14 (2.62%) QA
3 7 (1.31%) Disclosure Scotland
4 5 (0.94%) Solvency II
5 2 (0.37%) ISO/IEC 27001
6 1 (0.19%) Basel II
6 1 (0.19%) FATCA
System Software
1 16 (3.00%) Docker
2 13 (2.43%) Apache Flume
3 7 (1.31%) HDFS
4 4 (0.75%) Active Directory
5 2 (0.37%) Firmware
6 1 (0.19%) GridGain
6 1 (0.19%) NFS
6 1 (0.19%) VMware ESX
Systems Management
1 8 (1.50%) Ansible
2 7 (1.31%) Kubernetes
2 7 (1.31%) Puppet
3 4 (0.75%) Nagios
3 4 (0.75%) Oozie
3 4 (0.75%) Opscode Chef
3 4 (0.75%) ZABBIX
4 3 (0.56%) Ambari
4 3 (0.56%) Control-M
4 3 (0.56%) Zenoss
5 2 (0.37%) Graphite
5 2 (0.37%) Hadoop YARN
5 2 (0.37%) HP Quality Center
5 2 (0.37%) SCOM
6 1 (0.19%) Kibana
6 1 (0.19%) logstash
6 1 (0.19%) Oracle Identity Management
6 1 (0.19%) Oracle Identity Manager
6 1 (0.19%) StatsD
6 1 (0.19%) Tivoli Storage Manager
Vendors
1 60 (11.24%) Oracle
2 42 (7.87%) Tableau
3 32 (5.99%) Teradata
4 28 (5.24%) Microsoft
5 27 (5.06%) Adobe
6 17 (3.18%) Red Hat
7 12 (2.25%) Cloudera
7 12 (2.25%) Google
8 11 (2.06%) IBM
9 10 (1.87%) Cognos
9 10 (1.87%) SAP
10 7 (1.31%) Omniture
11 6 (1.12%) Alteryx
11 6 (1.12%) Hortonworks
11 6 (1.12%) MicroStrategy
12 5 (0.94%) Embarcadero
12 5 (0.94%) HP
12 5 (0.94%) Nokia
13 4 (0.75%) Cyber-Ark
13 4 (0.75%) FireEye
Warwickshire
Hydrogen
Rate: £350.00 - £450.00 per day
Posted: 2 hours ago
City, London
Salt
Rate: £300 - £350 per day
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Rate: £550 - £600 per day
Posted: Yesterday
Hertfordshire
Testing Circle Ltd
Rate: £250 - £300 per day
Posted: Yesterday
London
Venturi
Rate: £600 - £625 per day
Posted: Yesterday
London
Burns Sheehan
Rate: £400 - £425 per annum
Posted: Yesterday
City, London
Acumin
Rate: From £600 to £800 per day
Posted: Yesterday
London
Spring Technology
Posted: Yesterday
London
Bluestone Resourcing
Rate: Market
Posted: Yesterday
London
Experis Ltd
Rate: £450.00 - £550.00 per day
Posted: Yesterday
London
McGregor Boyall
Rate: £525 - £550 per day
Posted: 3 days ago
London
Marcus Donald People
Rate: £450 - £550 per day
Posted: 2 days ago
Warwick, Warwickshire
Harvey Nash plc
Rate: £300 - £400 per annum
Posted: 4 days ago
London
LA International
Rate: £400 - £550 per day
Posted: 4 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Rate: Competitive salary + benefits
Posted: 3 days ago
London
Spectrum IT Recruitment (South) Ltd
Rate: £400 - £550 per day
Posted: 4 days ago
South West London
Interaction Recruitment PLC
Rate: £300 per year
Posted: 4 days ago
Essex
Ciber UK
Posted: 10 days ago
Essex
Ciber UK
Posted: 10 days ago