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 26 February 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
26 Feb 2017
Same period 2016 Same period 2015
Data Analytics
UK / England
Rank 271 384 423
Rank change year-on-year
+113 +39
Contract jobs citing Data Analytics 348 224 170
As % of all contract IT jobs located in England 0.84% 0.47% 0.36%
As % of the Processes & Methodologies category 1.01% 0.57% 0.45%
Number of daily rates quoted 223 124 110
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £300 £280 £272
10% offered a daily rate of more than £675 £625 £625
UK excluding London median daily rate £463 £400 £388
% change year-on-year
+15.62% +3.22%
Number of hourly rates quoted 5 0 1
Median hourly rate £31.00 - £36.50
UK excluding London median hourly rate £31.00 - £36.50

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
34320 39574 38070
As % of all contract IT jobs located in England 82.95% 82.84% 79.79%
Number of daily rates quoted 22958 26223 24388
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £281
10% offered a daily rate of more than £600 £600 £578
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+2.00% +0.24%
Number of hourly rates quoted 850 1079 1034
Median hourly rate £36.00 £37.50 £27.37
Median hourly rate % change year-on-year
-4.00% +37.01%
90% offered a hourly rate of more than £13.50 £13.00 £12.00
10% offered a hourly rate of more than £53.50 £55.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £28.50
% change year-on-year
-10.00% +40.35%

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 26 February 2017.

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 26 February 2017.

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 26 February 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 +95 218 £475 +5.55% 83
East of England +21 31 £343 -23.88% 8
South East -11 28 £475 -5.00% 18
Yorkshire +33 22 £700 +40.00% 4
North West +29 17 £450 +19.20% 14
East Midlands +16 14 £420 +10.16% 2
West Midlands - 10 £500 - 3
South West -5 5 £350 +7.69% 5
North East -6 2 £378 - 2
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 26 February 2017, 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.

1 619 (100.00%) Analytics
2 199 (32.15%) Big Data
3 167 (26.98%) SQL
4 150 (24.23%) Agile Software Development
5 146 (23.59%) Finance
6 137 (22.13%) Business Intelligence
7 129 (20.84%) Hadoop
8 121 (19.55%) Python
9 107 (17.29%) Big Data Analytics
10 95 (15.35%) Analytical Skills
11 93 (15.02%) Java
12 87 (14.05%) Data Analysis
13 81 (13.09%) Visualisation
14 75 (12.12%) Apache Spark
15 66 (10.66%) Degree
16 65 (10.50%) JavaScript
16 65 (10.50%) R
17 64 (10.34%) Oracle
18 59 (9.53%) Data Modelling
19 58 (9.37%) Linux
19 58 (9.37%) Project Management
20 57 (9.21%) SAS
20 57 (9.21%) Banking
21 55 (8.89%) Apache Hive
22 53 (8.56%) Data Warehouse
23 52 (8.40%) Stakeholder Management
23 52 (8.40%) HTML
23 52 (8.40%) Microsoft
24 50 (8.08%) Tableau
25 49 (7.92%) Mathematics

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 75 (12.12%) Apache Spark
2 57 (9.21%) SAS
3 22 (3.55%) Apache
4 18 (2.91%) Apache Pig
5 14 (2.26%) SharePoint
6 10 (1.62%) Adobe Experience Manager
7 8 (1.29%) Confluence
8 5 (0.81%) Elasticsearch
9 4 (0.65%) IIS
10 3 (0.48%) Apache Solr
10 3 (0.48%) nginx
10 3 (0.48%) Oracle SOA Suite
11 2 (0.32%) CMS
11 2 (0.32%) JBoss
11 2 (0.32%) MS Project Server
11 2 (0.32%) Oracle Workflow
11 2 (0.32%) WebLogic
11 2 (0.32%) WebSphere
12 1 (0.16%) Joomla!
12 1 (0.16%) Tomcat
Applications
1 39 (6.30%) MS Excel
2 15 (2.42%) SPSS
3 14 (2.26%) MS Office
4 12 (1.94%) MS PowerPoint
5 11 (1.78%) Photoshop
6 6 (0.97%) Spreadsheet
7 5 (0.81%) MS Project
8 1 (0.16%) Adobe Illustrator
8 1 (0.16%) GNU Octave
8 1 (0.16%) MS Visio
Business Applications
1 16 (2.58%) Adobe Campaign
2 9 (1.45%) Dynamics AX
3 8 (1.29%) Unica
4 5 (0.81%) Oracle Procure-to-Pay
5 3 (0.48%) Dynamics GP
5 3 (0.48%) Oracle BPM
6 2 (0.32%) Dynamics CRM
6 2 (0.32%) NetSuite
6 2 (0.32%) Oracle ERP
6 2 (0.32%) SAP MDG
6 2 (0.32%) SAP MDM
7 1 (0.16%) Bloomberg TOMS
7 1 (0.16%) Cognos TM1
7 1 (0.16%) Oracle EBS
7 1 (0.16%) Oracle EBS R12
7 1 (0.16%) Oracle SCM
7 1 (0.16%) Orchard Housing
7 1 (0.16%) SAP HR
7 1 (0.16%) SAP Oil and Gas
7 1 (0.16%) Unit4 Business World
Cloud Services
1 25 (4.04%) Amazon AWS
2 21 (3.39%) Microsoft Azure
3 15 (2.42%) Google Analytics
4 11 (1.78%) Adobe Analytics
5 9 (1.45%) SaaS
6 7 (1.13%) Cloud Computing
7 5 (0.81%) Amazon S3
7 5 (0.81%) AWS Lambda
8 4 (0.65%) Amazon EMR
8 4 (0.65%) Amazon Kinesis
9 3 (0.48%) AWS Data Pipeline
9 3 (0.48%) GitHub
9 3 (0.48%) PaaS
10 2 (0.32%) Force.com
10 2 (0.32%) Google Cloud Platform
10 2 (0.32%) IaaS
10 2 (0.32%) Office 365
11 1 (0.16%) SuccessFactors
11 1 (0.16%) Taleo
11 1 (0.16%) Yammer
Communications & Networking
1 20 (3.23%) Firewall
2 16 (2.58%) TCP/IP
3 15 (2.42%) VoIP
4 14 (2.26%) HTTP
5 11 (1.78%) LAN
5 11 (1.78%) WAN
6 10 (1.62%) SMS
6 10 (1.62%) VPN
7 9 (1.45%) Internet
8 6 (0.97%) LDAP
8 6 (0.97%) Network Security
9 4 (0.65%) DNS
9 4 (0.65%) SSL
10 3 (0.48%) SMTP
11 1 (0.16%) BGP
11 1 (0.16%) DSL
11 1 (0.16%) FCAPS
11 1 (0.16%) Kerberos
11 1 (0.16%) SCCP
Database & Business Intelligence
1 199 (32.15%) Big Data
2 129 (20.84%) Hadoop
3 55 (8.89%) Apache Hive
4 53 (8.56%) Data Warehouse
5 46 (7.43%) SQL Server
6 42 (6.79%) NoSQL
7 29 (4.68%) Relational Database
8 23 (3.72%) QlikView
9 21 (3.39%) SQL Server Integration Services
10 20 (3.23%) HBase
10 20 (3.23%) MongoDB
10 20 (3.23%) Power BI
11 15 (2.42%) Apache Cassandra
11 15 (2.42%) BusinessObjects
11 15 (2.42%) RDBMS
11 15 (2.42%) SQL Server Reporting Services
12 14 (2.26%) DB2
13 13 (2.10%) SQL Server 2014
14 12 (1.94%) Spotfire
15 11 (1.78%) Data Mining
Development Applications
1 18 (2.91%) JIRA
2 14 (2.26%) Git (software)
3 12 (1.94%) Axure RP
4 10 (1.62%) Jenkins
5 9 (1.45%) Visual Studio
6 6 (0.97%) Team Foundation Server
7 4 (0.65%) Atlassian Bamboo
7 4 (0.65%) Octopus Deploy
7 4 (0.65%) TeamCity
8 3 (0.48%) Oracle APEX
9 2 (0.32%) Subversion
9 2 (0.32%) Talend Open Studio
10 1 (0.16%) Cucumber
10 1 (0.16%) JConsole
10 1 (0.16%) JProfiler
10 1 (0.16%) JSUnit
10 1 (0.16%) MSTest
10 1 (0.16%) PHPUnit
10 1 (0.16%) SpecFlow
10 1 (0.16%) WebDriver
General
1 146 (23.59%) Finance
2 57 (9.21%) Banking
3 47 (7.59%) Retail
4 46 (7.43%) Marketing
5 29 (4.68%) Legal
6 23 (3.72%) Investment Banking
7 17 (2.75%) Telecoms
8 13 (2.10%) Billing
8 13 (2.10%) Front Office
9 10 (1.62%) Manufacturing
9 10 (1.62%) Pharmaceutical
10 9 (1.45%) Financial Institution
10 9 (1.45%) Games
11 7 (1.13%) Automotive
12 6 (0.97%) Back Office
12 6 (0.97%) Publishing
13 5 (0.81%) Advertising
14 4 (0.65%) Aerospace
15 3 (0.48%) Military
15 3 (0.48%) Retail Banking
Job Titles
1 168 (27.14%) Analyst
2 127 (20.52%) Developer
3 77 (12.44%) Architect
4 74 (11.95%) Data Analyst
5 53 (8.56%) Business Analyst
6 41 (6.62%) Consultant
7 40 (6.46%) Data Architect
8 28 (4.52%) Data Scientist
8 28 (4.52%) Python Developer
9 26 (4.20%) Project Manager
9 26 (4.20%) Solutions Architect
10 25 (4.04%) Data Business Analyst
11 24 (3.88%) Designer
12 23 (3.72%) Data Engineer
12 23 (3.72%) UX Designer
13 21 (3.39%) Java Developer
14 19 (3.07%) Big Data Architect
15 18 (2.91%) Data Consultant
16 17 (2.75%) Administrator
16 17 (2.75%) Programme Manager
Libraries, Frameworks & Software Standards
1 52 (8.40%) HTML
2 41 (6.62%) CSS
3 37 (5.98%) HTML5
4 31 (5.01%) .NET
4 31 (5.01%) AngularJS
5 24 (3.88%) CSS3
6 22 (3.55%) Kafka
7 16 (2.58%) Middleware
8 15 (2.42%) jQuery
9 14 (2.26%) React
9 14 (2.26%) XML
10 13 (2.10%) J2EE
10 13 (2.10%) JSON
11 11 (1.78%) Node.js
11 11 (1.78%) RESTful
12 10 (1.62%) D3.js
12 10 (1.62%) Elastic Stack
12 10 (1.62%) REST
12 10 (1.62%) Web Services
13 9 (1.45%) Django
Miscellaneous
1 95 (15.35%) Analytical Skills
2 44 (7.11%) Management Information System
3 34 (5.49%) User Experience
4 31 (5.01%) Computer Science
5 22 (3.55%) Mainframe
6 19 (3.07%) Algorithms
6 19 (3.07%) Virtual Team
7 15 (2.42%) Social Media
8 13 (2.10%) Data Structures
9 11 (1.78%) Data Centre
10 10 (1.62%) Cyber Attack
10 10 (1.62%) Derivative
10 10 (1.62%) Foreign Exchange (FX)
11 9 (1.45%) Credit Risk
11 9 (1.45%) Cyberthreat
11 9 (1.45%) Fintech
12 8 (1.29%) Mobile App
13 6 (0.97%) Clustering
13 6 (0.97%) Equities
14 5 (0.81%) Fixed Income
Operating Systems
1 58 (9.37%) Linux
2 37 (5.98%) Unix
3 35 (5.65%) Windows
4 10 (1.62%) Windows Vista
5 6 (0.97%) Solaris
6 5 (0.81%) AIX
6 5 (0.81%) HPUX
7 4 (0.65%) Windows Server
7 4 (0.65%) Windows Server 2008
7 4 (0.65%) Windows Server 2012
8 1 (0.16%) Android
8 1 (0.16%) CentOS
8 1 (0.16%) Debian
8 1 (0.16%) Mesosphere
8 1 (0.16%) Red Hat Enterprise Linux
8 1 (0.16%) Ubuntu
Processes & Methodologies
1 619 (100.00%) Analytics
2 150 (24.23%) Agile Software Development
3 137 (22.13%) Business Intelligence
4 107 (17.29%) Big Data Analytics
5 87 (14.05%) Data Analysis
6 81 (13.09%) Visualisation
7 59 (9.53%) Data Modelling
8 58 (9.37%) Project Management
9 52 (8.40%) Stakeholder Management
10 49 (7.92%) Mathematics
11 48 (7.75%) ETL
12 41 (6.62%) Data Management
13 37 (5.98%) Data Visualisation
14 35 (5.65%) CRM
14 35 (5.65%) Machine Learning
15 33 (5.33%) Business Analysis
15 33 (5.33%) Migration
15 33 (5.33%) Open Source
15 33 (5.33%) TDD
16 32 (5.17%) DevOps
Programming Languages
1 167 (26.98%) SQL
2 121 (19.55%) Python
3 93 (15.02%) Java
4 65 (10.50%) JavaScript
4 65 (10.50%) R
5 42 (6.79%) Scala
6 26 (4.20%) C#
7 19 (3.07%) C++
7 19 (3.07%) VBA
8 18 (2.91%) Shell Script
8 18 (2.91%) T-SQL
9 14 (2.26%) C
9 14 (2.26%) MATLAB
10 13 (2.10%) Perl
11 8 (1.29%) PHP
12 6 (0.97%) Bash Shell
12 6 (0.97%) PowerShell
12 6 (0.97%) Ruby
13 5 (0.81%) Go
13 5 (0.81%) PL/SQL
Qualifications
1 66 (10.66%) Degree
2 32 (5.17%) Security Cleared
3 17 (2.75%) SC Cleared
4 13 (2.10%) PhD
5 10 (1.62%) CISSP
6 9 (1.45%) SANS
7 8 (1.29%) CTC Cleared
7 8 (1.29%) SSCP
8 7 (1.13%) DV Cleared
9 4 (0.65%) ISEB
9 4 (0.65%) MBA
9 4 (0.65%) PMI Certification
9 4 (0.65%) PMP
10 3 (0.48%) Oracle Certification
11 2 (0.32%) CBAP
11 2 (0.32%) HND
11 2 (0.32%) IIBA
11 2 (0.32%) ISTQB
11 2 (0.32%) ISTQB Foundation Certification
12 1 (0.16%) BPSS Clearance
Quality Assurance & Compliance
1 30 (4.85%) Data Quality
2 18 (2.91%) QA
3 7 (1.13%) PMO
4 4 (0.65%) Sarbanes-Oxley
5 3 (0.48%) Disclosure Scotland
6 2 (0.32%) MiFID
7 1 (0.16%) COBIT
7 1 (0.16%) GDPR
7 1 (0.16%) GxP
7 1 (0.16%) ISO/IEC 27001
System Software
1 18 (2.91%) HDFS
2 15 (2.42%) Docker
3 5 (0.81%) Active Directory
3 5 (0.81%) Apache Flume
4 4 (0.65%) VMware Infrastructure
5 3 (0.48%) Corosync
5 3 (0.48%) Squid
6 2 (0.32%) Apache ZooKeeper
7 1 (0.16%) Oracle RAC
7 1 (0.16%) Tivoli Workload Scheduler
Systems Management
1 16 (2.58%) Ansible
2 14 (2.26%) Puppet
3 11 (1.78%) QRadar
4 10 (1.62%) Nessus
4 10 (1.62%) Nexpose
4 10 (1.62%) Nmap
5 8 (1.29%) Hadoop YARN
6 7 (1.13%) Kibana
7 6 (0.97%) Mesos
8 4 (0.65%) Marathon
9 3 (0.48%) Oozie
9 3 (0.48%) Pacemaker
10 2 (0.32%) HP Quality Center
10 2 (0.32%) Opscode Chef
10 2 (0.32%) Tivoli
11 1 (0.16%) Data Guard
11 1 (0.16%) Netcool
11 1 (0.16%) Oracle RMAN
11 1 (0.16%) Oracle Statspack
11 1 (0.16%) Tivoli Storage Manager
Vendors
1 64 (10.34%) Oracle
2 52 (8.40%) Microsoft
3 50 (8.08%) Tableau
4 27 (4.36%) Splunk
5 21 (3.39%) Adobe
5 21 (3.39%) Intel
5 21 (3.39%) Intel Security
6 19 (3.07%) SAP
6 19 (3.07%) Teradata
7 15 (2.42%) ArcSight
7 15 (2.42%) IBM
8 13 (2.10%) Cloudera
9 11 (1.78%) ClickTale
9 11 (1.78%) Cognos
9 11 (1.78%) NetWitness
10 10 (1.62%) Apple
10 10 (1.62%) Qualys
11 9 (1.45%) Informatica
12 8 (1.29%) Hortonworks
12 8 (1.29%) Omniture
London
McGregor Boyall
Rate: £345 - £350 per day
Posted: 2 days ago
Kingston Upon Thames, Surrey
Harvey Nash plc
Rate: £350 per annum
Posted: 5 days ago
London
Square One Resources
Rate: Market rate
Posted: 4 days ago
London
Robert Walters
Rate: £400 - £475 per day
Posted: 5 days ago
London
TEKsystems
Rate: £500 - £550 per day
Posted: 3 days ago
London
Robert Walters
Rate: £400 - £500 per day
Posted: 6 days ago
London
Oscar
Rate: £300 - £350 per day
Posted: 4 days ago
Fareham, Hampshire
Contingency Team
Posted: 5 days ago
City, London
TEKsystems
Rate: £1 per day
Posted: 5 days ago
Pinner, Middlesex
Lorien Resourcing
Rate: £500 per day
Posted: 5 days ago
London
Oscar
Posted: 4 days ago