The table below looks at the statistics for Data Warehouse skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Data Warehouse 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 Warehousing
Rank 85 52 65
Rank change year-on-year
-33 +13
Contract jobs citing Data Warehouse 1381 1927 1588
As % of all contract IT jobs located in the UK 2.55% 3.38% 2.99%
As % of the Database & Business Intelligence category 11.47% 14.54% 13.58%
Number of daily rates quoted 945 1333 999
Median daily rate £425 £413 £420
Median daily rate % change year-on-year
+3.03% -1.78%
90% offered a daily rate of more than £300 £296 £288
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 14 16 8
Median hourly rate £25.25 £30.00 £43.75
Median hourly rate % change year-on-year
-15.83% -31.42%
90% offered a hourly rate of more than £14.50 £16.96 £25.75
10% offered a hourly rate of more than £51.50 £44.50 £179.50
UK excluding London median hourly rate £25.25 £30.00 £40.50
% change year-on-year
-15.83% -25.92%

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

Database & Business Intelligence Category
UK
Contract IT job ads with a match in the
Database & Business Intelligence category
12041 13256 11691
As % of all contract IT jobs located in the UK 22.25% 23.28% 22.00%
Number of daily rates quoted 8017 8622 7219
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £300 £275 £270
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £375 £355 £350
% change year-on-year
+5.63% +1.42%
Number of hourly rates quoted 210 187 196
Median hourly rate £30.50 £27.78 £27.50
Median hourly rate % change year-on-year
+9.79% +1.01%
90% offered a hourly rate of more than £12.00 £16.80 £13.00
10% offered a hourly rate of more than £49.00 £52.17 £53.00
UK excluding London median hourly rate £31.00 £28.50 £25.00
% change year-on-year
+8.77% +14.00%

Data Warehouse
Jobs Demand Trend

The demand trend of contract jobs citing Data Warehouse as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in the UK

Data Warehouse
Daily Rate Trend

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

Data Warehouse Daily Rate Trend in the UK

Data Warehouse
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse within the UK over the 3 months to 24 July 2016.

Data Warehouse Daily Rate Histogram in the UK

Data Warehouse
Hourly Rate Trend

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

Data Warehouse Hourly Rate Trend in the UK

Data Warehouse
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Warehouse within the UK over the 3 months to 24 July 2016.

Data Warehouse Hourly Rate Histogram in the UK

Data Warehouse
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 Data Warehouse within the UK 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
England -33 1266 £430 +1.77% 275
London -33 589 £475 +5.55% 123
South East -11 227 £400 - 33
City of London -22 125 £450 - 27
West Midlands +6 117 £414 +10.33% 20
Scotland -27 84 £400 +10.34% 17
North West -51 75 £344 -14.06% 38
Yorkshire -19 74 £400 +14.28% 21
South West -36 67 £375 -3.53% 20
East of England -23 57 £450 +28.57% 9
Berkshire -16 53 £390 -0.95% 10
Edinburgh -24 53 £434 +15.66% 11
West Yorkshire -29 42 £400 +14.28% 17
East Midlands -12 39 £488 +25.80% 2
West Sussex +26 36 £393 +35.34% 1
Manchester -36 35 £263 -30.00% 19
Oxfordshire +20 31 £400 -15.78% 3
Buckinghamshire +3 31 £425 +3.03% 2
Hampshire -10 31 £425 +6.25% 7
Coventry +1 28 £414 +37.91% 3
Glasgow -8 28 £400 +15.94% 4
Milton Keynes +8 26 £450 +13.92% 1
Surrey -12 25 £400 +14.28% 9
Cheshire -10 23 £394 -21.25% 4
Oxford +7 22 £410 -6.81% 2
Hertfordshire -1 21 £388 +25.00%
Birmingham -8 21 £413 +1.53% 7
Leeds -36 21 £400 +17.64% 14
South Yorkshire 0 19 £425 +30.76% 2
Shropshire -21 19 £515 +90.74% 3

Data Warehouse
Top 30 Related IT Skills

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

1 1463 (50.98%) SQL
2 1360 (47.39%) Business Intelligence
3 1099 (38.29%) ETL
4 887 (30.91%) Finance
5 840 (29.27%) SQL Server
6 701 (24.43%) Data Modelling
7 693 (24.15%) Oracle
8 682 (23.76%) SQL Server Integration Services
9 628 (21.88%) Agile Software Development
10 549 (19.13%) Microsoft
10 549 (19.13%) SQL Server Reporting Services
11 447 (15.57%) SQL Server Analysis Services
12 363 (12.65%) Analytics
13 352 (12.26%) T-SQL
14 317 (11.05%) Analytical Skills
15 312 (10.87%) Migration
16 289 (10.07%) Banking
17 281 (9.79%) Big Data
18 270 (9.41%) Data Management
19 267 (9.30%) BusinessObjects
20 262 (9.13%) Data Analysis
21 261 (9.09%) Hadoop
22 260 (9.06%) Data Architecture
23 251 (8.75%) Kimball Methodology
24 243 (8.47%) Data Quality
25 242 (8.43%) Informatica
26 241 (8.40%) MS Excel
27 220 (7.67%) Stakeholder Management
28 209 (7.28%) Java
29 203 (7.07%) SQL Server 2012

Data Warehouse
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
1 194 (6.76%) SAS
2 103 (3.59%) SharePoint
3 50 (1.74%) Apache Spark
4 27 (0.94%) Oracle Workflow
5 24 (0.84%) Apache
6 22 (0.77%) CMS
7 21 (0.73%) Confluence
8 19 (0.66%) WebLogic
9 16 (0.56%) Apache Pig
10 10 (0.35%) Mule
11 9 (0.31%) Elasticsearch
11 9 (0.31%) IIS
11 9 (0.31%) JBoss
11 9 (0.31%) SharePoint 2010
11 9 (0.31%) SharePoint 2013
12 8 (0.28%) NetWeaver
13 6 (0.21%) Mule ESB
13 6 (0.21%) PowerExchange
13 6 (0.21%) Tomcat
14 4 (0.14%) Oracle Service Bus
Applications
1 241 (8.40%) MS Excel
2 81 (2.82%) MS Office
3 56 (1.95%) MS PowerPoint
4 41 (1.43%) MS Visio
5 33 (1.15%) MS Project
6 12 (0.42%) Spreadsheet
7 10 (0.35%) SPSS
8 3 (0.10%) Mathematica
9 1 (0.035%) Acrobat
9 1 (0.035%) Adobe Creative Suite
9 1 (0.035%) Adobe Illustrator
9 1 (0.035%) InVision
9 1 (0.035%) OmniGraffle
9 1 (0.035%) Photoshop
9 1 (0.035%) Stata
Business Applications
1 35 (1.22%) Cognos Business Intelligence
2 26 (0.91%) Dynamics CRM
3 21 (0.73%) Oracle EBS
4 12 (0.42%) Cognos TM1
5 11 (0.38%) SAP Oil and Gas
6 10 (0.35%) Oracle Applications
7 9 (0.31%) Hi Portfolio
8 8 (0.28%) Oracle BPM
8 8 (0.28%) SAP MDM
9 6 (0.21%) Oracle EBS R12
9 6 (0.21%) SAP ERP
10 5 (0.17%) Markit EDM
10 5 (0.17%) Maximo
10 5 (0.17%) Oracle Payables
10 5 (0.17%) Oracle Receivables
11 4 (0.14%) IntelliMatch
11 4 (0.14%) Oracle Financials
11 4 (0.14%) SAP BPC
11 4 (0.14%) Summit
11 4 (0.14%) SystmOne
Cloud Services
1 95 (3.31%) Microsoft Azure
2 76 (2.65%) Amazon AWS
3 27 (0.94%) IaaS
4 20 (0.70%) SaaS
5 18 (0.63%) Cloud Computing
6 16 (0.56%) PaaS
7 13 (0.45%) Boomi
8 11 (0.38%) GitHub
9 10 (0.35%) Force.com
9 10 (0.35%) Heroku
10 8 (0.28%) Google Cloud Platform
11 7 (0.24%) AWS Lambda
12 5 (0.17%) Amazon CloudWatch
12 5 (0.17%) Google Apps
13 4 (0.14%) SuccessFactors
14 3 (0.10%) Data Lake Analytics
14 3 (0.10%) Google Analytics
15 2 (0.070%) Amazon EMR
15 2 (0.070%) AWS CloudFormation
15 2 (0.070%) Silverpop
Communications & Networking
1 37 (1.29%) Internet
2 17 (0.59%) Network Security
3 15 (0.52%) SAN
4 12 (0.42%) FTP
5 8 (0.28%) 3G
5 8 (0.28%) HTTP
6 7 (0.24%) 4G
7 6 (0.21%) LAN
7 6 (0.21%) LTE
7 6 (0.21%) Wireless
8 5 (0.17%) 2G
8 5 (0.17%) AMQP
8 5 (0.17%) NAS
8 5 (0.17%) Radio Access Network
9 4 (0.14%) VoIP
10 3 (0.10%) Fibre Channel
10 3 (0.10%) SMS
10 3 (0.10%) SNMP
10 3 (0.10%) WAN
10 3 (0.10%) Wi-Fi
Database & Business Intelligence
1 840 (29.27%) SQL Server
2 682 (23.76%) SQL Server Integration Services
3 549 (19.13%) SQL Server Reporting Services
4 447 (15.57%) SQL Server Analysis Services
5 281 (9.79%) Big Data
6 267 (9.30%) BusinessObjects
7 261 (9.09%) Hadoop
8 203 (7.07%) SQL Server 2012
9 198 (6.90%) Oracle Database
10 194 (6.76%) Relational Database
11 165 (5.75%) SQL Server 2008
12 149 (5.19%) Enterprise Data Warehouse
13 142 (4.95%) QlikView
14 135 (4.70%) SQL Server 2014
15 117 (4.08%) OLAP
16 96 (3.34%) Oracle BI EE
16 96 (3.34%) Power BI
17 95 (3.31%) Star Schema
18 94 (3.28%) MongoDB
19 92 (3.21%) Apache Hive
Development Applications
1 79 (2.75%) Team Foundation Server
2 71 (2.47%) ERwin
3 61 (2.13%) Talend Open Studio
4 57 (1.99%) JIRA
5 50 (1.74%) Visual Studio
6 40 (1.39%) SQL Server Management Studio (SSMS)
7 34 (1.18%) Git (software)
7 34 (1.18%) Jenkins
8 33 (1.15%) Oracle APEX
9 30 (1.05%) Oracle Forms
10 26 (0.91%) Toad
11 20 (0.70%) Subversion
12 17 (0.59%) Maven
13 15 (0.52%) PVCS
14 11 (0.38%) ClearQuest
15 10 (0.35%) Cucumber
15 10 (0.35%) Selenium
16 9 (0.31%) JUnit
17 7 (0.24%) Eclipse
17 7 (0.24%) PowerDesigner
General
1 887 (30.91%) Finance
2 289 (10.07%) Banking
3 157 (5.47%) Retail
4 91 (3.17%) Marketing
5 66 (2.30%) Telecoms
6 65 (2.26%) Investment Banking
7 62 (2.16%) Advertising
8 34 (1.18%) Back Office
9 30 (1.05%) Retail Banking
10 27 (0.94%) Pharmaceutical
11 25 (0.87%) Front Office
11 25 (0.87%) Legal
12 24 (0.84%) Financial Institution
13 21 (0.73%) Manufacturing
14 19 (0.66%) Law
15 13 (0.45%) Electronics
16 12 (0.42%) Games
17 11 (0.38%) Billing
18 9 (0.31%) General Ledger
18 9 (0.31%) Publishing
Job Titles
1 1067 (37.18%) Developer
2 621 (21.64%) Analyst
3 465 (16.20%) Architect
4 381 (13.28%) SQL Developer
5 319 (11.11%) Business Intelligence Developer
6 265 (9.23%) Data Architect
7 228 (7.94%) SSIS Developer
8 225 (7.84%) Business Analyst
9 196 (6.83%) ETL Developer
10 190 (6.62%) Data Warehouse Developer
11 170 (5.92%) Data Analyst
12 158 (5.51%) Project Manager
13 150 (5.23%) Consultant
14 149 (5.19%) SSRS Developer
15 133 (4.63%) SQL BI Developer
16 123 (4.29%) SSAS Developer
17 119 (4.15%) Business Intelligence Analyst
18 118 (4.11%) Oracle Developer
19 110 (3.83%) SQL Server Developer
20 102 (3.55%) Data Warehouse Analyst
Libraries, Frameworks & Software Standards
1 122 (4.25%) .NET
2 111 (3.87%) MDX
3 107 (3.73%) XML
4 104 (3.62%) Web Services
5 55 (1.92%) REST
6 50 (1.74%) Middleware
7 39 (1.36%) SOAP
8 37 (1.29%) HTML
9 32 (1.11%) JMS
10 30 (1.05%) CSS
11 28 (0.98%) ASP.NET
12 22 (0.77%) AngularJS
12 22 (0.77%) RESTful
13 20 (0.70%) Kafka
14 18 (0.63%) .NET Framework
14 18 (0.63%) HTML5
14 18 (0.63%) jQuery
14 18 (0.63%) JSON
15 16 (0.56%) Ajax
15 16 (0.56%) WSDL
Miscellaneous
1 317 (11.05%) Analytical Skills
2 175 (6.10%) Data Integration
3 162 (5.64%) Visualisation
4 126 (4.39%) Management Information System
5 90 (3.14%) Data Structures
5 90 (3.14%) NHS
6 65 (2.26%) Credit Risk
7 48 (1.67%) Computer Science
8 45 (1.57%) Data Extraction
9 30 (1.05%) Algorithms
9 30 (1.05%) Derivative
9 30 (1.05%) Market Risk
10 29 (1.01%) Data Centre
10 29 (1.01%) Reference Data
11 28 (0.98%) Enterprise Software
11 28 (0.98%) Equities
12 26 (0.91%) Fixed Income
13 21 (0.73%) Replication
14 17 (0.59%) Reinsurance
14 17 (0.59%) User Experience
Operating Systems
1 176 (6.13%) Unix
2 151 (5.26%) Linux
3 94 (3.28%) Windows
4 12 (0.42%) Android
4 12 (0.42%) Apple iOS
4 12 (0.42%) Windows Server 2008
5 11 (0.38%) Windows Server
5 11 (0.38%) Windows Server 2012
6 9 (0.31%) Oracle Linux
6 9 (0.31%) VMS
7 8 (0.28%) Red Hat Enterprise Linux
7 8 (0.28%) Solaris
8 6 (0.21%) Ubuntu
9 5 (0.17%) Windows Vista
10 3 (0.10%) Mac OS X
10 3 (0.10%) Windows Server 2003
11 2 (0.070%) AIX
12 1 (0.035%) MVS
Processes & Methodologies
1 1360 (47.39%) Business Intelligence
2 1099 (38.29%) ETL
3 701 (24.43%) Data Modelling
4 628 (21.88%) Agile Software Development
5 363 (12.65%) Analytics
6 312 (10.87%) Migration
7 270 (9.41%) Data Management
8 262 (9.13%) Data Analysis
9 260 (9.06%) Data Architecture
10 251 (8.75%) Kimball Methodology
11 220 (7.67%) Stakeholder Management
12 184 (6.41%) Data Migration
13 173 (6.03%) Project Management
14 166 (5.78%) Performance Tuning
15 160 (5.57%) Business Analysis
16 157 (5.47%) Scrum
17 138 (4.81%) Dimensional Modelling
18 136 (4.74%) ETL Development
19 129 (4.49%) User Acceptance Testing
20 121 (4.22%) SDLC
Programming Languages
1 1463 (50.98%) SQL
2 352 (12.26%) T-SQL
3 209 (7.28%) Java
4 188 (6.55%) PL/SQL
5 93 (3.24%) C#
6 91 (3.17%) Shell Script
7 81 (2.82%) Python
8 74 (2.58%) JavaScript
9 69 (2.40%) R
10 45 (1.57%) VBA
11 39 (1.36%) C
12 36 (1.25%) VB
13 33 (1.15%) Perl
14 31 (1.08%) C++
15 25 (0.87%) PHP
16 20 (0.70%) PowerShell
17 18 (0.63%) Scala
18 16 (0.56%) Bash Shell
19 13 (0.45%) Apex Code
20 12 (0.42%) Ruby
Qualifications
1 162 (5.64%) Security Cleared
2 134 (4.67%) Degree
3 112 (3.90%) SC Cleared
4 56 (1.95%) ISEB
5 39 (1.36%) ISTQB
6 23 (0.80%) ISTQB Foundation Certification
6 23 (0.80%) Microsoft Certification
7 22 (0.77%) BPSS Clearance
8 18 (0.63%) DV Cleared
8 18 (0.63%) PRINCE2 Certification
9 10 (0.35%) MCITP
9 10 (0.35%) PMI Certification
9 10 (0.35%) PMP
9 10 (0.35%) Sun Certification
10 9 (0.31%) MCTS
11 7 (0.24%) ITIL Certification
12 6 (0.21%) MCSE
13 5 (0.17%) HNC
13 5 (0.17%) MCSA
14 4 (0.14%) CTC Cleared
Quality Assurance & Compliance
1 243 (8.47%) Data Quality
2 88 (3.07%) QA
3 40 (1.39%) Solvency II
4 21 (0.73%) Disclosure Scotland
4 21 (0.73%) SLA
5 5 (0.17%) COREP
6 4 (0.14%) Basel II
6 4 (0.14%) GAAP
6 4 (0.14%) MiFID
7 3 (0.10%) Basel III
7 3 (0.10%) Dodd-Frank
7 3 (0.10%) EMIR
7 3 (0.10%) FINREP
7 3 (0.10%) PMBOK
8 2 (0.070%) CRD IV
8 2 (0.070%) FATCA
8 2 (0.070%) GCP
8 2 (0.070%) IAS 39
9 1 (0.035%) COBIT
9 1 (0.035%) ISO/IEC 27001
System Software
1 25 (0.87%) VMware Infrastructure
2 23 (0.80%) HDFS
3 15 (0.52%) Virtual Machines
4 14 (0.49%) Virtual Desktop
5 11 (0.38%) Apache Flume
6 9 (0.31%) Virtual Servers
6 9 (0.31%) Xen
7 8 (0.28%) Microsoft Virtual Server
8 7 (0.24%) Active Directory
9 5 (0.17%) Hyper-V
10 4 (0.14%) VMware ESXi
10 4 (0.14%) vSphere
11 3 (0.10%) NFS
11 3 (0.10%) Oracle RAC
11 3 (0.10%) VMware ESX
12 2 (0.070%) ISA Server
12 2 (0.070%) Terminal Services
12 2 (0.070%) Veritas Volume Manager
12 2 (0.070%) XenApp
12 2 (0.070%) XenDesktop
Systems Management
1 42 (1.46%) HP Quality Center
2 18 (0.63%) Opscode Chef
3 15 (0.52%) Oracle Enterprise Manager
4 14 (0.49%) StatsD
5 11 (0.38%) Oracle RMAN
6 10 (0.35%) Control-M
6 10 (0.35%) Oozie
7 9 (0.31%) Microsoft Intune
8 6 (0.21%) Ambari
8 6 (0.21%) Amdocs OSS
8 6 (0.21%) Data Guard
9 4 (0.14%) Failover Clustering
9 4 (0.14%) Oracle Flashback
10 3 (0.10%) Ansible
10 3 (0.10%) Hadoop YARN
10 3 (0.10%) Oracle EDQ
10 3 (0.10%) SCOM
11 2 (0.070%) Forefront Identity Manager
11 2 (0.070%) MOM
11 2 (0.070%) Tivoli
Vendors
1 693 (24.15%) Oracle
2 549 (19.13%) Microsoft
3 242 (8.43%) Informatica
4 179 (6.24%) Tableau
5 161 (5.61%) Teradata
6 156 (5.44%) SAP
7 142 (4.95%) Cognos
8 107 (3.73%) IBM
9 80 (2.79%) Netezza
10 65 (2.26%) VMware
11 61 (2.13%) Talend
12 47 (1.64%) MicroStrategy
12 47 (1.64%) Sybase
13 44 (1.53%) Cloudera
14 40 (1.39%) Ab Initio
15 37 (1.29%) CA
16 34 (1.18%) Salesforce.com
17 32 (1.11%) Citrix
18 30 (1.05%) HP
19 28 (0.98%) MuleSoft
Cambridge, Cambridgeshire
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Rate: £450.00 - £500.00 per day
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Surrey
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Rate: £375 - £450 per day
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Bristol, Avon
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Rate: £350 - £400 per day
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London
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Rate: £450 per day
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Gloucester, Gloucestershire
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Gloucestershire
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West Midlands
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London
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London
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North East
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City, London
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Scotland
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