The table below looks at the statistics for Data Analysis 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 Analysis over the 3 months to 24 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
24 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 119 120 111
Rank change year-on-year
+1 -9
Contract jobs citing Data Analysis 1009 964 915
As % of all contract IT jobs located in England 2.02% 1.87% 1.91%
As % of the Processes & Methodologies category 2.44% 2.34% 2.42%
Number of daily rates quoted 650 662 609
Median daily rate £413 £408 £413
Median daily rate % change year-on-year
+1.22% -1.21%
90% offered a daily rate of more than £264 £215 £218
10% offered a daily rate of more than £555 £550 £550
UK excluding London median daily rate £378 £375 £350
% change year-on-year
+0.66% +7.14%
Number of hourly rates quoted 23 29 29
Median hourly rate £16.15 £22.50 £28.50
Median hourly rate % change year-on-year
-28.22% -21.05%
90% offered a hourly rate of more than £11.52 £12.20 £15.06
10% offered a hourly rate of more than £32.32 £69.07 £75.00
UK excluding London median hourly rate £14.50 £22.50 £27.25
% change year-on-year
-35.55% -17.43%
Data Analysis
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
41425 41266 37858
As % of all contract IT jobs located in England 82.97% 79.99% 78.92%
Number of daily rates quoted 27604 27296 23970
Median daily rate £450 £420 £403
Median daily rate % change year-on-year
+7.14% +4.34%
90% offered a daily rate of more than £300 £288 £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 941 1073 1088
Median hourly rate £28.00 £27.50 £25.00
Median hourly rate % change year-on-year
+1.81% +10.00%
90% offered a hourly rate of more than £12.58 £12.50 £12.98
10% offered a hourly rate of more than £51.50 £52.31 £45.00
UK excluding London median hourly rate £28.63 £30.50 £26.98
% change year-on-year
-6.14% +13.06%

Data Analysis
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Data Analysis as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in England

Data Analysis
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Analysis across the England region.

Data Analysis Daily Rate Trend in England

Data Analysis
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analysis across the England region over the 3 months to 24 July 2016.

Data Analysis Daily Rate Histogram in England

Data Analysis
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Analysis across the England region.

Data Analysis Hourly Rate Trend in England

Data Analysis
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Analysis across the England region over the 3 months to 24 July 2016.

Data Analysis Hourly Rate Histogram in England

Data Analysis
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 Analysis within the England region over the 3 months to 24 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 -7 518 £440 -2.22% 78
South East +2 161 £400 +6.66% 22
East of England +69 78 £375 - 25
West Midlands -13 66 £384 +1.32% 13
North West -18 63 £400 +14.28% 18
Yorkshire -8 54 £400 +10.72% 13
South West -3 53 £338 -12.22% 17
East Midlands -9 11 £213 -52.77% 6
North East -36 7 £400 - 6
Midlands -4 2 £388 +21.09%
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 24 July 2016, IT contractor jobs citing Data Analysis 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 Analysis.

1 697 (36.74%) SQL
2 654 (34.48%) Finance
3 378 (19.93%) Agile Software Development
4 363 (19.14%) Data Modelling
5 355 (18.71%) Analytical Skills
6 322 (16.97%) Business Intelligence
7 290 (15.29%) Banking
8 266 (14.02%) Analytics
9 248 (13.07%) Data Quality
9 248 (13.07%) Oracle
10 246 (12.97%) Data Warehouse
11 240 (12.65%) Microsoft
11 240 (12.65%) Business Analysis
12 239 (12.60%) MS Excel
13 228 (12.02%) Stakeholder Management
14 225 (11.86%) Migration
15 209 (11.02%) Project Management
16 200 (10.54%) ETL
17 180 (9.49%) SQL Server
18 174 (9.17%) Data Management
19 171 (9.01%) Degree
20 156 (8.22%) Java
21 145 (7.64%) Management Information System
22 141 (7.43%) Data Migration
23 140 (7.38%) MS Office
24 134 (7.06%) SAS
25 130 (6.85%) Visualisation
26 127 (6.69%) Scrum
27 120 (6.33%) Big Data
28 113 (5.96%) Unix

Data Analysis
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
1 134 (7.06%) SAS
2 52 (2.74%) SharePoint
3 32 (1.69%) Confluence
4 29 (1.53%) Apache Pig
5 27 (1.42%) Apache Spark
6 16 (0.84%) IIS
7 15 (0.79%) Elasticsearch
8 11 (0.58%) Apache
9 10 (0.53%) WebSphere
10 9 (0.47%) CMS
11 8 (0.42%) ArcGIS
12 6 (0.32%) MS Exchange
12 6 (0.32%) OpenStack
12 6 (0.32%) WebLogic
13 5 (0.26%) BizTalk Server
13 5 (0.26%) Mule
13 5 (0.26%) Mule ESB
14 4 (0.21%) FileNet
14 4 (0.21%) Tomcat
15 3 (0.16%) SharePoint 2013
Applications
1 239 (12.60%) MS Excel
2 140 (7.38%) MS Office
3 91 (4.80%) MS PowerPoint
4 43 (2.27%) MS Visio
5 37 (1.95%) Spreadsheet
6 34 (1.79%) SPSS
7 13 (0.69%) MS Project
8 12 (0.63%) Stata
9 5 (0.26%) Weka
10 4 (0.21%) Photoshop
11 1 (0.053%) Fireworks
11 1 (0.053%) Open Workbench
11 1 (0.053%) PTC Creo
11 1 (0.053%) Simulink
11 1 (0.053%) Windchill
Business Applications
1 23 (1.21%) Dynamics CRM
2 14 (0.74%) Oracle EBS R12
3 13 (0.69%) Oracle EBS
4 12 (0.63%) Oracle Payables
5 9 (0.47%) Markit EDM
5 9 (0.47%) Oracle Applications
6 8 (0.42%) Maximo
6 8 (0.42%) Oracle Cash Management
6 8 (0.42%) Oracle E-Business Tax
6 8 (0.42%) Oracle iProcurement
6 8 (0.42%) Oracle Procure-to-Pay
6 8 (0.42%) SAP HR
7 7 (0.37%) SAP Oil and Gas
8 5 (0.26%) Oracle BPM
8 5 (0.26%) WebTrends
9 4 (0.21%) Front Arena
9 4 (0.21%) Oracle Financials
9 4 (0.21%) SAP Payroll
9 4 (0.21%) Summit
10 3 (0.16%) HFM
Cloud Services
1 30 (1.58%) Amazon AWS
2 18 (0.95%) Google Analytics
3 13 (0.69%) SaaS
4 11 (0.58%) Microsoft Azure
5 9 (0.47%) Office 365
6 8 (0.42%) IaaS
6 8 (0.42%) PaaS
7 5 (0.26%) Cloud Computing
7 5 (0.26%) Google Cloud Platform
8 4 (0.21%) Adobe Analytics
8 4 (0.21%) Amazon EMR
8 4 (0.21%) Boomi
8 4 (0.21%) iPaaS
9 3 (0.16%) BlueKai
9 3 (0.16%) Google Apps
9 3 (0.16%) SuccessFactors
10 2 (0.11%) AdWords
10 2 (0.11%) Silverpop
10 2 (0.11%) SmartFocus
10 2 (0.11%) Yammer
Communications & Networking
1 39 (2.06%) Internet
2 28 (1.48%) Firewall
3 18 (0.95%) DNS
4 16 (0.84%) SSL
5 15 (0.79%) WAN
6 14 (0.74%) Reverse Proxy
7 13 (0.69%) LAN
8 12 (0.63%) FTP
8 12 (0.63%) HTTP
8 12 (0.63%) NetScaler
9 10 (0.53%) NAS
9 10 (0.53%) Network Security
10 8 (0.42%) SAN
10 8 (0.42%) TCP/IP
11 7 (0.37%) Remote Desktop
11 7 (0.37%) Wireless
12 6 (0.32%) Intranet
12 6 (0.32%) VPN
12 6 (0.32%) WLAN
13 5 (0.26%) AMQP
Database & Business Intelligence
1 246 (12.97%) Data Warehouse
2 180 (9.49%) SQL Server
3 120 (6.33%) Big Data
4 95 (5.01%) SQL Server Reporting Services
5 94 (4.96%) SQL Server Integration Services
6 90 (4.74%) Data Mining
7 87 (4.59%) Hadoop
8 75 (3.95%) BusinessObjects
9 70 (3.69%) Relational Database
10 69 (3.64%) QlikView
11 57 (3.00%) MS Access
12 53 (2.79%) Oracle Database
13 47 (2.48%) SQL Server Analysis Services
14 44 (2.32%) MySQL
15 39 (2.06%) Apache Hive
16 29 (1.53%) IBM InfoSphere
17 25 (1.32%) HBase
18 23 (1.21%) Oracle Reports
18 23 (1.21%) SAS Enterprise Guide
19 22 (1.16%) SQL Server 2008
Development Applications
1 79 (4.16%) JIRA
2 21 (1.11%) ERwin
3 18 (0.95%) Team Foundation Server
4 17 (0.90%) Talend Open Studio
5 14 (0.74%) Cucumber
5 14 (0.74%) Selenium
6 12 (0.63%) Visual Studio
7 11 (0.58%) Git (software)
8 9 (0.47%) SQL Server Management Studio (SSMS)
9 8 (0.42%) Toad
10 7 (0.37%) Eclipse
10 7 (0.37%) Jenkins
10 7 (0.37%) Maven
10 7 (0.37%) WebDriver
11 5 (0.26%) IntelliJ
11 5 (0.26%) LoadRunner
11 5 (0.26%) NetBeans
11 5 (0.26%) Oracle APEX
11 5 (0.26%) Oracle Forms
12 4 (0.21%) JMeter
General
1 654 (34.48%) Finance
2 290 (15.29%) Banking
3 98 (5.17%) Retail
4 96 (5.06%) Marketing
5 79 (4.16%) Investment Banking
6 59 (3.11%) Telecoms
7 35 (1.85%) Financial Institution
8 33 (1.74%) Legal
9 31 (1.63%) Front Office
10 27 (1.42%) Publishing
11 24 (1.27%) Manufacturing
12 21 (1.11%) Advertising
13 17 (0.90%) Law
13 17 (0.90%) Retail Banking
14 14 (0.74%) Back Office
15 13 (0.69%) Billing
16 11 (0.58%) German Language
17 10 (0.53%) Automotive
17 10 (0.53%) French Language
18 8 (0.42%) Local Government
Job Titles
1 1132 (59.67%) Analyst
2 456 (24.04%) Business Analyst
3 403 (21.24%) Data Analyst
4 210 (11.07%) Developer
5 100 (5.27%) Architect
6 96 (5.06%) SQL Analyst
7 94 (4.96%) Senior Analyst
8 85 (4.48%) Data Business Analyst
9 78 (4.11%) Consultant
10 72 (3.80%) Project Manager
11 66 (3.48%) IT Analyst
12 62 (3.27%) Technical Analyst
13 61 (3.22%) Business Data Analyst
14 60 (3.16%) Banking Analyst
14 60 (3.16%) Data Architect
15 58 (3.06%) Business IT Analyst
16 57 (3.00%) IT Business Analyst
17 56 (2.95%) Financial Analyst
18 55 (2.90%) Risk Analyst
19 53 (2.79%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 79 (4.16%) XML
2 62 (3.27%) HTML
3 47 (2.48%) .NET
4 40 (2.11%) CSS
5 37 (1.95%) Web Services
6 30 (1.58%) J2EE
7 20 (1.05%) FpML
8 18 (0.95%) Middleware
9 15 (0.79%) REST
10 14 (0.74%) SOAP
11 12 (0.63%) ASP.NET
11 12 (0.63%) ELK Stack
11 12 (0.63%) HTML5
11 12 (0.63%) Ruby on Rails
12 11 (0.58%) Pandas
12 11 (0.58%) scikit-learn
13 9 (0.47%) .NET Framework
13 9 (0.47%) jQuery
13 9 (0.47%) JSP
14 8 (0.42%) Oracle Fusion
Miscellaneous
1 355 (18.71%) Analytical Skills
2 145 (7.64%) Management Information System
3 130 (6.85%) Visualisation
4 70 (3.69%) Credit Risk
5 65 (3.43%) Statistics
6 60 (3.16%) Computer Science
7 52 (2.74%) Data Structures
8 51 (2.69%) Data Integration
9 48 (2.53%) Data Extraction
10 47 (2.48%) Equities
11 42 (2.21%) NHS
12 39 (2.06%) Mathematics
13 37 (1.95%) Derivative
14 36 (1.90%) Reference Data
15 33 (1.74%) Algorithms
16 30 (1.58%) Fixed Income
17 24 (1.27%) Foreign Exchange (FX)
18 23 (1.21%) Data Centre
18 23 (1.21%) Mobile App
18 23 (1.21%) User Experience
Operating Systems
1 113 (5.96%) Unix
2 85 (4.48%) Windows
3 77 (4.06%) Linux
4 15 (0.79%) Windows Server
5 14 (0.74%) Red Hat Enterprise Linux
6 8 (0.42%) Windows Server 2012
7 4 (0.21%) AIX
7 4 (0.21%) CentOS
8 3 (0.16%) Solaris
8 3 (0.16%) Windows 7
8 3 (0.16%) Windows Vista
9 2 (0.11%) Android
9 2 (0.11%) Apple iOS
9 2 (0.11%) Oracle Linux
9 2 (0.11%) Windows 10
9 2 (0.11%) Windows Server 2008
10 1 (0.053%) VMS
10 1 (0.053%) Windows XP
Processes & Methodologies
1 378 (19.93%) Agile Software Development
2 363 (19.14%) Data Modelling
3 322 (16.97%) Business Intelligence
4 266 (14.02%) Analytics
5 240 (12.65%) Business Analysis
6 228 (12.02%) Stakeholder Management
7 225 (11.86%) Migration
8 209 (11.02%) Project Management
9 200 (10.54%) ETL
10 174 (9.17%) Data Management
11 141 (7.43%) Data Migration
12 127 (6.69%) Scrum
13 106 (5.59%) Change Management
14 98 (5.17%) Data Mapping
15 96 (5.06%) ITIL
16 95 (5.01%) SDLC
17 94 (4.96%) Validation
18 89 (4.69%) Use Case
19 84 (4.43%) CRM
20 81 (4.27%) Risk Management
Programming Languages
1 697 (36.74%) SQL
2 156 (8.22%) Java
3 93 (4.90%) Python
4 76 (4.01%) VBA
5 75 (3.95%) T-SQL
6 66 (3.48%) PL/SQL
6 66 (3.48%) R
7 60 (3.16%) JavaScript
8 56 (2.95%) C#
9 40 (2.11%) C++
9 40 (2.11%) Shell Script
10 38 (2.00%) C
11 35 (1.85%) Perl
12 33 (1.74%) MATLAB
13 28 (1.48%) VB
14 25 (1.32%) PHP
15 24 (1.27%) Ruby
16 17 (0.90%) Bash Shell
17 15 (0.79%) Scala
18 10 (0.53%) PowerShell
Qualifications
1 171 (9.01%) Degree
2 94 (4.96%) Security Cleared
3 70 (3.69%) SC Cleared
4 40 (2.11%) ISEB
5 22 (1.16%) Cisco Certification
6 20 (1.05%) CCNA
7 18 (0.95%) PhD
8 14 (0.74%) BPSS Clearance
8 14 (0.74%) Microsoft Certification
9 10 (0.53%) CCA
9 10 (0.53%) DV Cleared
9 10 (0.53%) MCSE
10 9 (0.47%) MCP
11 8 (0.42%) CISSP
11 8 (0.42%) Citrix Certification
12 7 (0.37%) CIMA
12 7 (0.37%) ISTQB
13 6 (0.32%) PMI Certification
13 6 (0.32%) SAS Certification
14 5 (0.26%) CCNP
Quality Assurance & Compliance
1 248 (13.07%) Data Quality
2 84 (4.43%) QA
3 32 (1.69%) Solvency II
4 24 (1.27%) SLA
5 13 (0.69%) Disclosure Scotland
6 10 (0.53%) ISO20022
6 10 (0.53%) MiFID
7 7 (0.37%) FATCA
8 5 (0.26%) EMIR
8 5 (0.26%) GxP
8 5 (0.26%) ISO/IEC 27001
8 5 (0.26%) Sarbanes-Oxley
8 5 (0.26%) SAS 70
9 4 (0.21%) Basel II
9 4 (0.21%) Basel III
10 2 (0.11%) COREP
10 2 (0.11%) CRD IV
10 2 (0.11%) GCP
10 2 (0.11%) PCI DSS
11 1 (0.053%) BS7666
System Software
1 23 (1.21%) Active Directory
2 12 (0.63%) UAG
3 10 (0.53%) Docker
4 6 (0.32%) Apache Flume
5 5 (0.26%) GridGain
6 4 (0.21%) VMware ESX
6 4 (0.21%) VMware Infrastructure
7 3 (0.16%) Oracle RAC
8 2 (0.11%) Firmware
8 2 (0.11%) ISA Server
8 2 (0.11%) NFS
8 2 (0.11%) VMware ESXi
9 1 (0.053%) Microsoft App-V
9 1 (0.053%) Virtual Machines
Systems Management
1 12 (0.63%) Kibana
1 12 (0.63%) logstash
1 12 (0.63%) Puppet
2 11 (0.58%) Opscode Chef
3 10 (0.53%) Graphite
3 10 (0.53%) StatsD
4 8 (0.42%) Oracle Identity Management
5 6 (0.32%) HP Quality Center
6 5 (0.26%) Ansible
6 5 (0.26%) Nagios
6 5 (0.26%) NetBackup
6 5 (0.26%) Oozie
6 5 (0.26%) Oracle Enterprise Manager
6 5 (0.26%) Oracle Identity Manager
6 5 (0.26%) Oracle RMAN
6 5 (0.26%) Tivoli Storage Manager
7 4 (0.21%) Control-M
7 4 (0.21%) ITRS Geneos
7 4 (0.21%) Oracle EDQ
8 3 (0.16%) Cisco IPCC
Vendors
1 248 (13.07%) Oracle
2 240 (12.65%) Microsoft
3 106 (5.59%) SAP
4 89 (4.69%) Tableau
5 65 (3.43%) Teradata
6 58 (3.06%) IBM
7 36 (1.90%) Informatica
8 31 (1.63%) ServiceNow
9 27 (1.42%) Google
10 23 (1.21%) Cognos
11 22 (1.16%) Salesforce.com
12 19 (1.00%) Cisco
13 17 (0.90%) Talend
14 16 (0.84%) Adobe
14 16 (0.84%) Dynatrace
15 15 (0.79%) VMware
16 14 (0.74%) Red Hat
17 13 (0.69%) Trillium
18 12 (0.63%) GoldenSource
19 11 (0.58%) Cloudera
London
McGregor Boyall
Rate: £500 - £550 per annum
Posted: 2 days ago
West Midlands
ReThink Recruitment
Posted: 6 days ago
Leeds, West Yorkshire
Integrity IT Solutions
Posted: 5 days ago
Chester, Cheshire
TEKsystems
Rate: £300 - £350 per day
Posted: 2 days ago
London
McGregor Boyall
Rate: £450 - £550 per day
Posted: 4 days ago
London
Opilio Recruitment
Rate: From £43,000 to £45,000 per annum
Posted: 3 days ago
Gloucestershire
TEKsystems
Rate: £349 - £451 per day
Posted: 2 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Rate: £450 per day
Posted: 2 days ago
London
Harvey Nash plc
Rate: £350 - £425 per day
Posted: 2 days ago
Birmingham, West Midlands (County)
onezeero.
Rate: £300 - £330 per day
Posted: 6 days ago
Middlesex
Lorien Resourcing
Posted: 4 days ago
Bristol Area
ANSON MCCADE
Rate: £350 - £450 Per Day
Posted: 2 days ago
Swindon, Wiltshire
ANSON MCCADE
Rate: £350 - £450 Per Day
Posted: 2 days ago
Worcester, Worcestershire
ANSON MCCADE
Rate: £350 - £450 Per Day
Posted: 2 days ago
Cheltenham, Gloucestershire
ANSON MCCADE
Rate: £350 - £450 Per Day
Posted: 2 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Rate: £350 - £450 Per Day
Posted: 2 days ago
London
Streamline Connections
Rate: £400 - £500 per day
Posted: 5 days ago
Fareham, Hampshire
Networkers
Rate: £550 - £551 per day
Posted: 4 days ago
Fareham, Hampshire
Networkers
Rate: £450.0 - £550.0 per day
Posted: 4 days ago
West Bromwich, West Midlands (County)
Nigel Frank International Ltd
Posted: 5 days ago
London
Harvey Nash plc
Rate: £450 - £550 per day
Posted: 5 days ago
Leigh, Lancashire
Blue Octopus Recruitment LLP
Rate: £18,000 per annum
Posted: 3 days ago
London
Spectrum IT Recruitment (South) Ltd
Rate: £400 - £450 per day
Posted: 2 days ago
Basildon, Essex
Aquent
Rate: Highly Competitive and Flexible
Posted: 3 days ago
London
TEKsystems
Rate: £650 - £750 per day
Posted: 6 days ago
London
TEKsystems
Rate: £500 - £600 per day
Posted: 4 days ago
Manchester, Lancashire
E-synergy Solutions
Rate: £252.56 - £288.64 per day
Posted: 4 days ago
Central London / West End
Bite Consulting
Rate: From £200 to £400 per day
Posted: 20 days ago
London
IntaPeople
Rate: £550 - £650 per day
Posted: 5 days ago
Newcastle Upon Tyne, Tyne and Wear
McGregor Boyall
Rate: £250 - £295 per day
Posted: 2 days ago