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 30 June 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
30 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 138 120 115
Rank change year-on-year
-18 -5
Contract jobs citing Data Analysis 897 960 924
As % of all contract IT jobs located in England 1.82% 1.88% 1.89%
As % of the Processes & Methodologies category 2.21% 2.36% 2.41%
Number of daily rates quoted 616 656 612
Median daily rate £413 £400 £425
Median daily rate % change year-on-year
+3.12% -5.88%
90% offered a daily rate of more than £275 £226 £225
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 21 23 29
Median hourly rate £16.00 £22.00 £28.50
Median hourly rate % change year-on-year
-27.27% -22.80%
90% offered a hourly rate of more than £12.00 £11.70 £15.35
10% offered a hourly rate of more than £32.00 £50.00 £86.60
UK excluding London median hourly rate £14.15 £22.50 £28.50
% change year-on-year
-37.11% -21.05%
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
40583 40631 38403
As % of all contract IT jobs located in England 82.50% 79.76% 78.69%
Number of daily rates quoted 27251 26714 24507
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
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 £383 £375
% change year-on-year
+4.57% +2.00%
Number of hourly rates quoted 943 1080 1138
Median hourly rate £27.50 £27.50 £27.50
90% offered a hourly rate of more than £13.00 £12.35 £13.00
10% offered a hourly rate of more than £48.00 £50.00 £46.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 30 June 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 30 June 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 30 June 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 -13 466 £450 +2.85% 86
South East -4 145 £400 +6.66% 19
West Midlands -11 59 £394 +0.57% 11
Yorkshire -4 55 £400 +23.07% 10
East of England +43 53 £375 - 22
South West +7 51 £361 -3.66% 6
North West -37 47 £375 +7.14% 15
East Midlands +4 18 £325 -23.52% 7
North East -54 3 £313 -21.87% 2
Midlands - 3 £388 -
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in England

For the 6 months to 30 June 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.

1 667 (37.54%) SQL
2 609 (34.27%) Finance
3 366 (20.60%) Agile Software Development
4 354 (19.92%) Data Modelling
5 303 (17.05%) Business Intelligence
6 302 (16.99%) Analytical Skills
7 258 (14.52%) Analytics
8 242 (13.62%) Data Quality
8 242 (13.62%) Banking
9 235 (13.22%) Data Warehouse
10 230 (12.94%) Business Analysis
11 225 (12.66%) MS Excel
12 223 (12.55%) Oracle
13 221 (12.44%) Microsoft
14 210 (11.82%) Stakeholder Management
15 197 (11.09%) Project Management
16 188 (10.58%) ETL
16 188 (10.58%) Migration
17 172 (9.68%) SQL Server
18 164 (9.23%) Data Management
19 156 (8.78%) Degree
20 152 (8.55%) Java
21 141 (7.93%) Scrum
22 135 (7.60%) Management Information System
22 135 (7.60%) SAS
23 124 (6.98%) Visualisation
24 119 (6.70%) Data Migration
25 116 (6.53%) Big Data
26 109 (6.13%) MS Office
27 101 (5.68%) Data Mapping

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
1 135 (7.60%) SAS
2 58 (3.26%) SharePoint
3 33 (1.86%) Confluence
4 26 (1.46%) Apache Pig
5 22 (1.24%) Apache Spark
6 19 (1.07%) IIS
7 16 (0.90%) Elasticsearch
8 11 (0.62%) Apache
9 9 (0.51%) CMS
9 9 (0.51%) WebSphere
10 8 (0.45%) ArcGIS
11 7 (0.39%) BizTalk Server
12 6 (0.34%) FileNet
13 5 (0.28%) WebLogic
14 4 (0.23%) OpenStack
14 4 (0.23%) Tomcat
15 3 (0.17%) MS Exchange
15 3 (0.17%) SharePoint 2013
15 3 (0.17%) Skype for Business
16 2 (0.11%) IBM Notes
Applications
1 225 (12.66%) MS Excel
2 109 (6.13%) MS Office
3 89 (5.01%) MS PowerPoint
4 36 (2.03%) MS Visio
5 31 (1.74%) SPSS
6 29 (1.63%) Spreadsheet
7 14 (0.79%) MS Project
8 12 (0.68%) Stata
9 5 (0.28%) Weka
10 3 (0.17%) Photoshop
11 2 (0.11%) Simulink
12 1 (0.056%) Open Workbench
12 1 (0.056%) PTC Creo
12 1 (0.056%) Windchill
Business Applications
1 27 (1.52%) Dynamics CRM
2 10 (0.56%) SAP Oil and Gas
3 9 (0.51%) Markit EDM
4 8 (0.45%) Maximo
5 7 (0.39%) WebTrends
6 6 (0.34%) Oracle Payables
6 6 (0.34%) SAP HR
7 5 (0.28%) Oracle EBS
8 4 (0.23%) Front Arena
8 4 (0.23%) Oracle Cash Management
8 4 (0.23%) Oracle EBS R12
8 4 (0.23%) Oracle E-Business Tax
8 4 (0.23%) Oracle iProcurement
8 4 (0.23%) Oracle Procure-to-Pay
8 4 (0.23%) SAP Payroll
9 3 (0.17%) Dynamics AX
9 3 (0.17%) HFM
9 3 (0.17%) Hyperion Planning
9 3 (0.17%) Relativity
9 3 (0.17%) SAP BPC
Cloud Services
1 26 (1.46%) Amazon AWS
2 18 (1.01%) Google Analytics
3 9 (0.51%) Adobe Analytics
4 8 (0.45%) SaaS
5 7 (0.39%) Microsoft Azure
5 7 (0.39%) Office 365
6 6 (0.34%) IaaS
7 5 (0.28%) Cloud Computing
7 5 (0.28%) PaaS
8 4 (0.23%) Amazon EMR
8 4 (0.23%) Boomi
8 4 (0.23%) iPaaS
9 3 (0.17%) AdWords
10 2 (0.11%) Force.com
10 2 (0.11%) Google Cloud Platform
10 2 (0.11%) IBM Blueworks
10 2 (0.11%) Silverpop
10 2 (0.11%) SmartFocus
10 2 (0.11%) SuccessFactors
11 1 (0.056%) Amazon S3
Communications & Networking
1 31 (1.74%) Firewall
1 31 (1.74%) Internet
2 25 (1.41%) DNS
3 20 (1.13%) SSL
4 18 (1.01%) Reverse Proxy
5 16 (0.90%) FTP
5 16 (0.90%) NetScaler
6 9 (0.51%) NAS
6 9 (0.51%) VPN
6 9 (0.51%) WAN
7 8 (0.45%) Network Security
7 8 (0.45%) SAN
8 7 (0.39%) Remote Desktop
8 7 (0.39%) TCP/IP
9 6 (0.34%) Intranet
9 6 (0.34%) LAN
10 5 (0.28%) HTTP
10 5 (0.28%) Wireless
11 4 (0.23%) TACACS
12 3 (0.17%) BGP
Database & Business Intelligence
1 235 (13.22%) Data Warehouse
2 172 (9.68%) SQL Server
3 116 (6.53%) Big Data
4 89 (5.01%) SQL Server Integration Services
5 81 (4.56%) Data Mining
5 81 (4.56%) SQL Server Reporting Services
6 72 (4.05%) Hadoop
7 71 (4.00%) BusinessObjects
8 67 (3.77%) Relational Database
9 64 (3.60%) MS Access
10 61 (3.43%) QlikView
11 51 (2.87%) Oracle Database
12 44 (2.48%) SQL Server Analysis Services
13 40 (2.25%) MySQL
14 35 (1.97%) Apache Hive
15 31 (1.74%) IBM InfoSphere
16 22 (1.24%) HBase
17 21 (1.18%) Oracle Reports
17 21 (1.18%) SAS Enterprise Guide
18 19 (1.07%) SQL Server 2008
Development Applications
1 76 (4.28%) JIRA
2 24 (1.35%) ERwin
3 18 (1.01%) Team Foundation Server
4 16 (0.90%) Cucumber
5 14 (0.79%) Talend Open Studio
6 12 (0.68%) Visual Studio
7 11 (0.62%) Selenium
8 10 (0.56%) Git (software)
9 7 (0.39%) Toad
10 6 (0.34%) Jenkins
11 5 (0.28%) Maven
11 5 (0.28%) Oracle Forms
11 5 (0.28%) SpecFlow
11 5 (0.28%) SQL Server Management Studio (SSMS)
11 5 (0.28%) WebDriver
12 4 (0.23%) Eclipse
12 4 (0.23%) JMeter
12 4 (0.23%) JUnit
12 4 (0.23%) LoadRunner
12 4 (0.23%) Oracle APEX
General
1 609 (34.27%) Finance
2 242 (13.62%) Banking
3 90 (5.06%) Retail
4 83 (4.67%) Marketing
5 74 (4.16%) Investment Banking
6 51 (2.87%) Telecoms
7 32 (1.80%) Front Office
8 30 (1.69%) Legal
9 29 (1.63%) Publishing
10 28 (1.58%) Financial Institution
11 27 (1.52%) Manufacturing
12 23 (1.29%) Advertising
13 16 (0.90%) Back Office
14 15 (0.84%) Billing
14 15 (0.84%) Law
15 14 (0.79%) Retail Banking
16 12 (0.68%) Electronics
17 11 (0.62%) German Language
18 10 (0.56%) Automotive
18 10 (0.56%) French Language
Job Titles
1 1068 (60.10%) Analyst
2 431 (24.25%) Business Analyst
3 384 (21.61%) Data Analyst
4 207 (11.65%) Developer
5 96 (5.40%) SQL Analyst
6 90 (5.06%) Architect
6 90 (5.06%) Data Business Analyst
7 80 (4.50%) Senior Analyst
8 75 (4.22%) Consultant
9 65 (3.66%) Business Data Analyst
10 61 (3.43%) IT Analyst
11 58 (3.26%) Data Architect
12 57 (3.21%) Project Manager
13 54 (3.04%) Risk Analyst
14 53 (2.98%) SQL Data Analyst
14 53 (2.98%) Technical Analyst
15 51 (2.87%) Business IT Analyst
16 50 (2.81%) IT Business Analyst
17 49 (2.76%) Business Intelligence Analyst
18 48 (2.70%) Banking Analyst
Libraries, Frameworks & Software Standards
1 78 (4.39%) XML
2 61 (3.43%) HTML
3 57 (3.21%) .NET
4 41 (2.31%) CSS
5 36 (2.03%) Web Services
6 25 (1.41%) J2EE
7 22 (1.24%) FpML
8 18 (1.01%) Middleware
9 15 (0.84%) ELK Stack
10 14 (0.79%) HTML5
11 12 (0.68%) ASP.NET
11 12 (0.68%) FIX Protocol
11 12 (0.68%) Ruby on Rails
12 11 (0.62%) WinForms
13 10 (0.56%) .NET Framework
13 10 (0.56%) REST
13 10 (0.56%) SOAP
14 9 (0.51%) jQuery
14 9 (0.51%) JSP
15 8 (0.45%) Entity Framework
Miscellaneous
1 302 (16.99%) Analytical Skills
2 135 (7.60%) Management Information System
3 124 (6.98%) Visualisation
4 71 (4.00%) Credit Risk
5 57 (3.21%) Statistics
6 52 (2.93%) Computer Science
7 50 (2.81%) Data Structures
8 49 (2.76%) Data Integration
9 45 (2.53%) Equities
10 42 (2.36%) Data Extraction
10 42 (2.36%) NHS
11 39 (2.19%) Reference Data
12 38 (2.14%) Derivative
13 33 (1.86%) Algorithms
14 32 (1.80%) Mathematics
15 29 (1.63%) Fixed Income
16 23 (1.29%) Mobile App
17 22 (1.24%) Market Risk
18 21 (1.18%) User Experience
19 20 (1.13%) Foreign Exchange (FX)
Operating Systems
1 95 (5.35%) Unix
2 81 (4.56%) Windows
3 72 (4.05%) Linux
4 15 (0.84%) Windows Server
5 14 (0.79%) Red Hat Enterprise Linux
6 8 (0.45%) Windows Server 2012
7 4 (0.23%) AIX
7 4 (0.23%) CentOS
8 3 (0.17%) Solaris
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 7
9 2 (0.11%) Windows Server 2008
9 2 (0.11%) Windows Vista
10 1 (0.056%) VMS
Processes & Methodologies
1 366 (20.60%) Agile Software Development
2 354 (19.92%) Data Modelling
3 303 (17.05%) Business Intelligence
4 258 (14.52%) Analytics
5 230 (12.94%) Business Analysis
6 210 (11.82%) Stakeholder Management
7 197 (11.09%) Project Management
8 188 (10.58%) ETL
8 188 (10.58%) Migration
9 164 (9.23%) Data Management
10 141 (7.93%) Scrum
11 119 (6.70%) Data Migration
12 101 (5.68%) Data Mapping
13 100 (5.63%) Validation
14 93 (5.23%) CRM
15 92 (5.18%) ITIL
16 89 (5.01%) SDLC
17 87 (4.90%) Change Management
18 80 (4.50%) User Acceptance Testing
19 78 (4.39%) UML
Programming Languages
1 667 (37.54%) SQL
2 152 (8.55%) Java
3 83 (4.67%) Python
4 75 (4.22%) VBA
5 73 (4.11%) T-SQL
6 68 (3.83%) C#
7 64 (3.60%) PL/SQL
8 61 (3.43%) JavaScript
9 52 (2.93%) R
10 40 (2.25%) C
11 39 (2.19%) C++
12 38 (2.14%) Perl
12 38 (2.14%) Shell Script
13 31 (1.74%) VB
14 26 (1.46%) MATLAB
15 25 (1.41%) PHP
15 25 (1.41%) Ruby
16 19 (1.07%) Bash Shell
17 11 (0.62%) PowerShell
17 11 (0.62%) VB.NET
Qualifications
1 156 (8.78%) Degree
2 98 (5.51%) Security Cleared
3 71 (4.00%) SC Cleared
4 38 (2.14%) ISEB
5 17 (0.96%) Cisco Certification
6 15 (0.84%) BPSS Clearance
7 14 (0.79%) CCNA
8 12 (0.68%) PhD
9 11 (0.62%) DV Cleared
10 8 (0.45%) PMI Certification
11 7 (0.39%) CIMA
11 7 (0.39%) Microsoft Certification
12 6 (0.34%) CCNP
12 6 (0.34%) ISTQB
12 6 (0.34%) ISTQB Foundation Certification
12 6 (0.34%) PMP
12 6 (0.34%) SAS Certification
13 4 (0.23%) BC Cleared
13 4 (0.23%) CCA
13 4 (0.23%) CISSP
Quality Assurance & Compliance
1 242 (13.62%) Data Quality
2 85 (4.78%) QA
3 30 (1.69%) Solvency II
4 24 (1.35%) SLA
5 12 (0.68%) Disclosure Scotland
5 12 (0.68%) ISO20022
6 11 (0.62%) MiFID
7 6 (0.34%) Basel II
8 5 (0.28%) FATCA
9 4 (0.23%) Basel III
9 4 (0.23%) ISO/IEC 27001
10 3 (0.17%) GxP
10 3 (0.17%) Sarbanes-Oxley
10 3 (0.17%) SAS 70
11 2 (0.11%) COREP
11 2 (0.11%) CRD IV
11 2 (0.11%) GCP
11 2 (0.11%) ISO 9000
12 1 (0.056%) BS7666
12 1 (0.056%) PCI DSS
System Software
1 20 (1.13%) Active Directory
2 16 (0.90%) UAG
3 8 (0.45%) Docker
4 6 (0.34%) Apache Flume
5 5 (0.28%) GridGain
6 4 (0.23%) VMware ESX
7 3 (0.17%) ISA Server
7 3 (0.17%) Oracle RAC
8 2 (0.11%) NFS
8 2 (0.11%) VMware ESXi
9 1 (0.056%) HDFS
9 1 (0.056%) Virtual Machines
9 1 (0.056%) VMware Infrastructure
Systems Management
1 15 (0.84%) Kibana
1 15 (0.84%) logstash
2 14 (0.79%) Puppet
3 10 (0.56%) Graphite
3 10 (0.56%) StatsD
4 9 (0.51%) Opscode Chef
5 6 (0.34%) HP Quality Center
5 6 (0.34%) Oracle EDQ
6 5 (0.28%) Nagios
6 5 (0.28%) NetBackup
6 5 (0.28%) Oozie
6 5 (0.28%) Oracle Enterprise Manager
6 5 (0.28%) Oracle RMAN
6 5 (0.28%) Tivoli Storage Manager
7 4 (0.23%) Control-M
7 4 (0.23%) Ganglia
7 4 (0.23%) ITRS Geneos
7 4 (0.23%) Oracle Identity Management
8 3 (0.17%) Cisco IPCC
8 3 (0.17%) Oracle Identity Manager
Vendors
1 223 (12.55%) Oracle
2 221 (12.44%) Microsoft
3 96 (5.40%) SAP
4 71 (4.00%) Tableau
5 59 (3.32%) IBM
6 51 (2.87%) Teradata
7 35 (1.97%) Informatica
8 29 (1.63%) ServiceNow
9 26 (1.46%) Google
10 24 (1.35%) Cognos
11 23 (1.29%) Salesforce.com
12 19 (1.07%) Adobe
13 16 (0.90%) Dynatrace
14 15 (0.84%) Red Hat
15 14 (0.79%) Talend
16 11 (0.62%) GoldenSource
16 11 (0.62%) TIBCO
16 11 (0.62%) Trillium
17 10 (0.56%) Cisco
17 10 (0.56%) HP
Warwick, Warwickshire
Lawrence Harvey Enterprise
Posted: 1 hour ago
Bournemouth
Vivid Resourcing
Posted: Yesterday
Feltham, Middlesex
ninesharp
Rate: Market Rates
Posted: Yesterday
Watford, Hertfordshire
ANSON MCCADE
Rate: £350 to £450 a day
Posted: 23 hours ago
City, London
ANSON MCCADE
Rate: £350 to £450 a day
Posted: 23 hours ago
Warwick, Warwickshire
Elevate Direct
Posted: 2 days ago
Manchester, Lancashire
Robert Walters
Rate: Competitive Daily rates
Posted: 18 hours ago
Cambridge, Cambridgeshire
Lorien Resourcing
Posted: 20 hours ago
Warrington, Cheshire
Harvey Nash plc
Posted: Yesterday
Bristol, Avon
Haysfm
Rate: £400.00 - £455.00 per day
Posted: Yesterday
Herefordshire
Spring Technology
Posted: Yesterday
London
Edgar Cowen
Rate: Good Day Rates
Posted: 5 days ago
Liverpool, Merseyside
Robert Walters
Rate: Competitive Daily rates
Posted: 18 hours ago
London
Parallel Consulting
Rate: £1 per day + Competitive Day Rate
Posted: 2 days ago
West Yorkshire
Hydrogen Group
Rate: £250.00 - £260.00 per day
Posted: 16 hours ago
London
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Rate: £450 - £550 per day
Posted: 3 days ago
London
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Rate: £400 per day
Posted: 5 days ago
London
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Rate: £180 - £220 per day
Posted: 6 days ago
Middlesbrough, Cleveland
Harvey Nash plc
Rate: £500 - £600 per day
Posted: 2 days ago
Berkshire
onezeero.
Rate: £650 - £700 per day + MARKET RATE + COMPETITIVE
Posted: 2 days ago
London
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Posted: 2 days ago
City, London
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Rate: £300 - £400 per day
Posted: 5 days ago
City, London
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Posted: 6 days ago
Watford, Hertfordshire
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Rate: £50000 - £51000 per annum + 10% FTC allowance + Benefits!
Posted: 5 days ago
City, London
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Rate: £400 - £700 per day + (Analyst or Lead role)
Posted: 5 days ago
Norwich
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Rate: £0 per day
Posted: 16 days ago
Central London / West End
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Rate: From £200 to £400 per day
Posted: 27 days ago
Newcastle Upon Tyne, Tyne and Wear
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Rate: £250 - £295 per day
Posted: 21 hours ago