The table below looks at the statistics for Analytics skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Analytics over the 3 months to 27 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
27 Jul 2016
Same period 2015 Same period 2014
Analytics
Rank 79 83 91
Rank change year-on-year
+4 +8
Contract jobs citing Analytics 1522 1398 1162
As % of all contract IT jobs located in the UK 2.82% 2.45% 2.16%
As % of the Processes & Methodologies category 3.41% 3.07% 2.74%
Number of daily rates quoted 977 833 759
Median daily rate £438 £425 £425
Median daily rate % change year-on-year
+2.94% -
90% offered a daily rate of more than £300 £275 £278
10% offered a daily rate of more than £625 £650 £625
UK excluding London median daily rate £423 £409 £381
% change year-on-year
+3.36% +7.21%
Number of hourly rates quoted 27 25 13
Median hourly rate £22.50 £24.00 £20.50
Median hourly rate % change year-on-year
-6.25% +17.07%
90% offered a hourly rate of more than £16.90 £13.90 £13.01
10% offered a hourly rate of more than £45.70 £41.50 £97.30
UK excluding London median hourly rate £20.50 £24.00 £19.00
% change year-on-year
-14.58% +26.31%

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
44685 45554 42380
As % of all contract IT jobs located in the UK 82.75% 79.85% 78.61%
Number of daily rates quoted 29541 29536 26295
Median daily rate £435 £413 £400
Median daily rate % change year-on-year
+5.45% +3.12%
90% offered a daily rate of more than £295 £280 £275
10% offered a daily rate of more than £600 £575 £563
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 1045 1193 1184
Median hourly rate £28.50 £28.00 £25.00
Median hourly rate % change year-on-year
+1.78% +12.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £51.80 £52.17 £47.50
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

Analytics
Jobs Demand Trend

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

Analytics Jobs Demand Trend in the UK

Analytics
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Analytics within the UK.

Analytics Daily Rate Trend in the UK

Analytics
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Analytics within the UK over the 3 months to 27 July 2016.

Analytics Daily Rate Histogram in the UK

Analytics
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Analytics within the UK.

Analytics Hourly Rate Trend in the UK

Analytics
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Analytics within the UK over the 3 months to 27 July 2016.

Analytics Hourly Rate Histogram in the UK

Analytics
Top 30 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the UK over the 3 months to 27 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
England +14 1454 £440 +0.57% 592
London +10 842 £450 - 318
South East +20 218 £425 - 79
City of London +3 132 £450 - 69
West Midlands -8 85 £450 +20.00% 19
North West +14 74 £413 +3.12% 57
Berkshire +10 72 £425 +14.86% 25
East of England +15 63 £400 -5.32% 25
Hampshire +19 56 £425 -11.45% 13
South West +10 56 £350 -18.12% 37
Yorkshire -1 52 £438 -8.85% 29
Scotland -40 42 £420 +12.00% 26
West Yorkshire -7 39 £413 -15.81% 25
Surrey +9 38 £425 -15.00% 19
North East -18 33 £330 +20.00% 12
Coventry +13 31 £400 +31.14% 4
Newcastle upon Tyne -20 30 £330 +20.00% 7
Tyne and Wear -22 30 £330 +20.00% 9
Leeds -12 26 £406 -19.55% 20
Edinburgh -40 26 £425 +13.33% 12
Cheshire +18 25 £450 -29.41% 10
East Midlands -17 24 £425 +6.25% 14
Warwickshire +11 21 £450 -12.19% 4
Manchester -6 21 £425 +11.11% 41
Cambridgeshire +16 20 £473 +3.27% 12
Reading +11 20 £440 +11.39% 11
Hertfordshire +23 17 £300 -38.46% 1
Essex +1 17 £300 -20.00% 5
Middlesex +5 16 £395 -0.25%
Bristol 0 16 £325 -12.16% 8

Analytics
Top 30 Related IT Skills

For the 6 months to 27 July 2016, IT contractor jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Analytics.

1 795 (26.06%) Agile Software Development
2 787 (25.79%) SQL
3 744 (24.39%) Finance
4 693 (22.71%) Business Intelligence
5 568 (18.62%) Data Analytics
6 533 (17.47%) Analytical Skills
7 501 (16.42%) Big Data
8 421 (13.80%) Marketing
9 406 (13.31%) Java
10 374 (12.26%) Degree
11 364 (11.93%) Data Warehouse
12 332 (10.88%) Oracle
13 325 (10.65%) HTML
13 325 (10.65%) Hadoop
14 321 (10.52%) Data Modelling
15 319 (10.46%) SAS
16 304 (9.96%) JavaScript
17 291 (9.54%) ETL
18 283 (9.28%) Python
18 283 (9.28%) SQL Server
19 278 (9.11%) Banking
20 275 (9.01%) Project Management
21 273 (8.95%) Microsoft
21 273 (8.95%) Data Analysis
22 272 (8.92%) Google
23 258 (8.46%) Scrum
24 252 (8.26%) User Experience
25 241 (7.90%) CSS
26 235 (7.70%) Stakeholder Management
27 230 (7.54%) E-Commerce

Analytics
Top Related IT Skills 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
1 319 (10.46%) SAS
2 145 (4.75%) Apache Spark
3 140 (4.59%) CMS
4 76 (2.49%) SharePoint
5 60 (1.97%) Adobe Experience Manager
6 53 (1.74%) Tomcat
7 48 (1.57%) Apache Pig
8 44 (1.44%) Confluence
9 41 (1.34%) Apache
10 35 (1.15%) Elasticsearch
11 26 (0.85%) WebLogic
12 25 (0.82%) Sitecore CMS
12 25 (0.82%) WebSphere
13 22 (0.72%) JBoss
13 22 (0.72%) OpenStack
14 18 (0.59%) Apache TomEE
14 18 (0.59%) IIS
15 15 (0.49%) Drupal
16 14 (0.46%) WebSphere Application Server
17 12 (0.39%) ArcGIS
Applications
1 212 (6.95%) MS Excel
2 105 (3.44%) MS Office
3 99 (3.24%) MS PowerPoint
4 59 (1.93%) SPSS
5 58 (1.90%) MS Visio
6 42 (1.38%) MS Project
7 38 (1.25%) Photoshop
8 23 (0.75%) Spreadsheet
9 19 (0.62%) Adobe Creative Suite
9 19 (0.62%) Adobe Illustrator
10 18 (0.59%) OmniGraffle
11 7 (0.23%) CPLEX
12 3 (0.098%) InfoPath
13 2 (0.066%) Fireworks
13 2 (0.066%) InVision
13 2 (0.066%) Simulink
14 1 (0.033%) Adobe Captivate
14 1 (0.033%) InDesign
14 1 (0.033%) Pixate
14 1 (0.033%) Stata
Business Applications
1 29 (0.95%) WebTrends
2 23 (0.75%) SAP Oil and Gas
3 20 (0.66%) Adobe Campaign
3 20 (0.66%) Unica
4 15 (0.49%) Dynamics CRM
4 15 (0.49%) Oracle Applications
4 15 (0.49%) SAP CRM
5 13 (0.43%) Payment Gateway
5 13 (0.43%) SAP ERP
6 10 (0.33%) Eloqua
7 8 (0.26%) Hyperion Planning
7 8 (0.26%) Oracle CRM
8 7 (0.23%) Radian6
8 7 (0.23%) SAP HR
9 6 (0.20%) Siebel Analytics
9 6 (0.20%) Sprinklr
10 5 (0.16%) Cognos Planning
10 5 (0.16%) Cognos TM1
10 5 (0.16%) Dynamics AX
10 5 (0.16%) Global One
Cloud Services
1 227 (7.44%) Google Analytics
2 109 (3.57%) Amazon AWS
3 103 (3.38%) Microsoft Azure
4 87 (2.85%) Adobe Analytics
5 29 (0.95%) SuccessFactors
6 28 (0.92%) SaaS
7 21 (0.69%) Google Play
8 17 (0.56%) GitHub
9 16 (0.52%) Cloud Computing
10 13 (0.43%) AdWords
10 13 (0.43%) Office 365
11 12 (0.39%) Amazon EMR
11 12 (0.39%) Google Cloud Platform
12 11 (0.36%) Google Tag Manager
13 10 (0.33%) Amazon S3
13 10 (0.33%) Azure Active Directory
14 7 (0.23%) PaaS
14 7 (0.23%) SmartFocus
15 6 (0.20%) Azure Machine Learning
15 6 (0.20%) Heroku
Communications & Networking
1 51 (1.67%) Internet
2 36 (1.18%) Firewall
3 27 (0.88%) HTTP
4 25 (0.82%) NetScaler
5 22 (0.72%) TCP/IP
6 21 (0.69%) Intrusion Detection
7 17 (0.56%) HTTPS
8 16 (0.52%) Network Security
9 14 (0.46%) VPN
10 13 (0.43%) DNS
11 12 (0.39%) LDAP
12 10 (0.33%) SSL
13 9 (0.29%) LAN
13 9 (0.29%) Remote Desktop
13 9 (0.29%) SAN
14 8 (0.26%) DSL
15 7 (0.23%) SMS
15 7 (0.23%) SNMP
16 6 (0.20%) WAN
17 5 (0.16%) Intranet
Database & Business Intelligence
1 501 (16.42%) Big Data
2 364 (11.93%) Data Warehouse
3 325 (10.65%) Hadoop
4 283 (9.28%) SQL Server
5 131 (4.29%) Relational Database
6 118 (3.87%) NoSQL
7 117 (3.83%) Apache Hive
8 109 (3.57%) SQL Server Integration Services
9 95 (3.11%) Data Mining
10 91 (2.98%) QlikView
11 84 (2.75%) SQL Server Analysis Services
12 82 (2.69%) BusinessObjects
13 78 (2.56%) SQL Server Reporting Services
14 67 (2.20%) MySQL
15 66 (2.16%) MongoDB
16 58 (1.90%) KDB
17 55 (1.80%) OLAP
17 55 (1.80%) Oracle BI EE
18 54 (1.77%) HBase
19 50 (1.64%) Oracle Database
Development Applications
1 100 (3.28%) Git (software)
2 99 (3.24%) JIRA
3 92 (3.02%) Jenkins
4 43 (1.41%) Grunt
5 41 (1.34%) Selenium
6 33 (1.08%) Gradle
6 33 (1.08%) Talend Open Studio
6 33 (1.08%) Team Foundation Server
7 29 (0.95%) Visual Studio
8 28 (0.92%) Axure RP
9 27 (0.88%) gulp
10 21 (0.69%) JUnit
10 21 (0.69%) Maven
11 19 (0.62%) Cucumber
12 18 (0.59%) Subversion
13 16 (0.52%) git-flow
13 16 (0.52%) TeamCity
14 15 (0.49%) Mockito
14 15 (0.49%) NUnit
15 14 (0.46%) jMock
General
1 744 (24.39%) Finance
2 421 (13.80%) Marketing
3 278 (9.11%) Banking
4 221 (7.24%) Retail
5 108 (3.54%) Telecoms
6 99 (3.24%) Front Office
7 78 (2.56%) Investment Banking
8 63 (2.06%) Publishing
9 54 (1.77%) Legal
10 53 (1.74%) Advertising
11 40 (1.31%) Financial Institution
12 39 (1.28%) Manufacturing
13 38 (1.25%) Pharmaceutical
14 30 (0.98%) Retail Banking
15 26 (0.85%) Electronics
16 24 (0.79%) Back Office
17 22 (0.72%) Games
18 20 (0.66%) Automotive
19 14 (0.46%) Billing
20 10 (0.33%) Law
Job Titles
1 762 (24.98%) Developer
2 676 (22.16%) Analyst
3 313 (10.26%) Architect
4 221 (7.24%) Consultant
5 197 (6.46%) Business Analyst
6 154 (5.05%) Data Analyst
7 132 (4.33%) Data Architect
7 132 (4.33%) Project Manager
8 112 (3.67%) Designer
9 108 (3.54%) Java Developer
10 104 (3.41%) Data Scientist
11 89 (2.92%) Analytics Manager
12 88 (2.88%) Solutions Architect
13 64 (2.10%) Senior Developer
14 63 (2.06%) Senior Analyst
14 63 (2.06%) SQL Developer
15 58 (1.90%) C# Developer
16 56 (1.84%) Big Data Developer
17 53 (1.74%) SQL Analyst
18 52 (1.70%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 325 (10.65%) HTML
2 241 (7.90%) CSS
3 171 (5.60%) .NET
4 152 (4.98%) AngularJS
5 151 (4.95%) Web Services
6 150 (4.92%) HTML5
7 112 (3.67%) REST
8 98 (3.21%) XML
9 90 (2.95%) ASP.NET
10 89 (2.92%) jQuery
11 81 (2.65%) Spring
12 67 (2.20%) CSS3
13 62 (2.03%) Middleware
14 54 (1.77%) J2EE
15 52 (1.70%) Node.js
16 50 (1.64%) SOAP
17 48 (1.57%) RESTful
18 47 (1.54%) JSON
19 45 (1.47%) D3.js
20 41 (1.34%) Kafka
Miscellaneous
1 533 (17.47%) Analytical Skills
2 252 (8.26%) User Experience
3 208 (6.82%) Visualisation
4 146 (4.79%) Computer Science
5 104 (3.41%) Mathematics
5 104 (3.41%) Social Media
6 103 (3.38%) Statistics
7 100 (3.28%) Management Information System
8 88 (2.88%) Credit Risk
9 84 (2.75%) Algorithms
10 78 (2.56%) Data Integration
11 55 (1.80%) Mobile App
12 52 (1.70%) Data Structures
13 49 (1.61%) Fixed Income
14 46 (1.51%) Enterprise Software
15 44 (1.44%) Equities
15 44 (1.44%) Foreign Exchange (FX)
16 43 (1.41%) Hedge funds
17 37 (1.21%) Derivative
17 37 (1.21%) Digital Media
Operating Systems
1 195 (6.39%) Linux
2 121 (3.97%) Windows
3 114 (3.74%) Unix
4 41 (1.34%) Android
5 32 (1.05%) Red Hat Enterprise Linux
6 31 (1.02%) Apple iOS
7 25 (0.82%) Windows Server
8 16 (0.52%) AIX
8 16 (0.52%) Windows Server 2012
9 12 (0.39%) Windows Server 2008
10 10 (0.33%) Windows Vista
11 8 (0.26%) CentOS
12 7 (0.23%) Solaris
12 7 (0.23%) Windows 10
13 6 (0.20%) Mesosphere
13 6 (0.20%) Ubuntu
14 4 (0.13%) VMS
15 3 (0.098%) Windows Server 2003
16 2 (0.066%) MVS
16 2 (0.066%) zOS
Processes & Methodologies
1 795 (26.06%) Agile Software Development
2 693 (22.71%) Business Intelligence
3 568 (18.62%) Data Analytics
4 321 (10.52%) Data Modelling
5 291 (9.54%) ETL
6 275 (9.01%) Project Management
7 273 (8.95%) Data Analysis
8 258 (8.46%) Scrum
9 235 (7.70%) Stakeholder Management
10 230 (7.54%) E-Commerce
11 225 (7.37%) CRM
12 194 (6.36%) Data Management
13 160 (5.24%) Migration
14 156 (5.11%) Machine Learning
15 154 (5.05%) Web Analytics
16 153 (5.01%) Open Source
16 153 (5.01%) TDD
17 145 (4.75%) Business Analysis
17 145 (4.75%) Data Architecture
18 126 (4.13%) Risk Management
Programming Languages
1 787 (25.79%) SQL
2 406 (13.31%) Java
3 304 (9.96%) JavaScript
4 283 (9.28%) Python
5 180 (5.90%) R
6 172 (5.64%) C#
7 107 (3.51%) C++
8 94 (3.08%) Scala
9 75 (2.46%) VBA
10 68 (2.23%) T-SQL
11 49 (1.61%) PHP
12 45 (1.47%) MATLAB
13 41 (1.34%) PowerShell
14 40 (1.31%) Shell Script
15 38 (1.25%) C
16 37 (1.21%) PL/SQL
17 36 (1.18%) Ruby
18 28 (0.92%) Perl
19 26 (0.85%) TypeScript
20 20 (0.66%) Groovy
Qualifications
1 374 (12.26%) Degree
2 180 (5.90%) Security Cleared
3 121 (3.97%) SC Cleared
4 53 (1.74%) PhD
5 39 (1.28%) Microsoft Certification
6 30 (0.98%) DV Cleared
7 29 (0.95%) ISEB
8 26 (0.85%) BPSS Clearance
9 23 (0.75%) CISSP
10 21 (0.69%) ISTQB
11 20 (0.66%) ITIL Certification
12 15 (0.49%) ISTQB Foundation Certification
12 15 (0.49%) SAS Certification
13 14 (0.46%) GCIA
13 14 (0.46%) GCIH
14 12 (0.39%) PMI Certification
14 12 (0.39%) PMP
15 11 (0.36%) CIMA
15 11 (0.36%) PRINCE2 Certification
16 10 (0.33%) MBA
Quality Assurance & Compliance
1 137 (4.49%) Data Quality
2 125 (4.10%) QA
3 37 (1.21%) Disclosure Scotland
4 12 (0.39%) SLA
5 11 (0.36%) PCI DSS
5 11 (0.36%) Sarbanes-Oxley
6 8 (0.26%) Actionable Recommendations
7 7 (0.23%) Solvency II
8 6 (0.20%) FINREP
9 4 (0.13%) ISO/IEC 27001
10 3 (0.098%) GxP
10 3 (0.098%) WCAG
11 2 (0.066%) Basel II
11 2 (0.066%) COBIT
11 2 (0.066%) COREP
11 2 (0.066%) COSO
11 2 (0.066%) MiFID
11 2 (0.066%) PMBOK
11 2 (0.066%) SAS 70
11 2 (0.066%) SSAE 16
System Software
1 35 (1.15%) Docker
2 31 (1.02%) Active Directory
3 25 (0.82%) XenApp
3 25 (0.82%) XenDesktop
4 23 (0.75%) Apache Flume
5 22 (0.72%) HDFS
6 14 (0.46%) Microsoft App-V
7 12 (0.39%) VMware Infrastructure
8 9 (0.29%) Virtual Machines
9 8 (0.26%) Hyper-V
9 8 (0.26%) Varnish
10 4 (0.13%) Apache ZooKeeper
11 3 (0.098%) Firmware
11 3 (0.098%) NFS
11 3 (0.098%) VMware ESX
12 2 (0.066%) BitLocker
12 2 (0.066%) Terminal Services
13 1 (0.033%) GridGain
13 1 (0.033%) vCloud
13 1 (0.033%) VMware ESXi
Systems Management
1 25 (0.82%) SCCM
2 22 (0.72%) Opscode Chef
2 22 (0.72%) RSA Security Analytics
3 17 (0.56%) Puppet
4 14 (0.46%) Ansible
4 14 (0.46%) OpenView Configuration Management
5 12 (0.39%) Kibana
5 12 (0.39%) Kubernetes
6 11 (0.36%) logstash
6 11 (0.36%) Oozie
7 8 (0.26%) Grafana
7 8 (0.26%) Oracle Identity Manager
8 7 (0.23%) Ambari
8 7 (0.23%) HP Quality Center
8 7 (0.23%) Oracle Identity Management
8 7 (0.23%) SCOM
8 7 (0.23%) StatsD
8 7 (0.23%) ZABBIX
9 6 (0.20%) QRadar
10 5 (0.16%) RSA Archer
Vendors
1 332 (10.88%) Oracle
2 273 (8.95%) Microsoft
3 272 (8.92%) Google
4 184 (6.03%) Adobe
5 173 (5.67%) Tableau
6 136 (4.46%) SAP
7 88 (2.88%) Teradata
8 75 (2.46%) IBM
9 54 (1.77%) VMware
10 52 (1.70%) Cognos
11 50 (1.64%) Omniture
11 50 (1.64%) Sitecore
12 48 (1.57%) Informatica
13 45 (1.47%) Red Hat
14 40 (1.31%) Facebook
15 38 (1.25%) Cloudera
15 38 (1.25%) Salesforce.com
16 36 (1.18%) Hyperion
17 34 (1.11%) Netezza
18 33 (1.08%) HP
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