The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the City of London region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 12 February 2016 with a comparison to the same period in 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.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 33 48 41
Rank change year-on-year
+15 -7
Contract jobs citing Data Warehouse 151 197 262
As % of all contract IT jobs located in the City of London 4.80% 3.83% 4.40%
As % of the Database & Business Intelligence category 17.64% 16.27% 17.91%
Number of daily rates quoted 109 158 203
Average daily rate £475 £450 £450
Average daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £375 £346 £328
10% offered a daily rate of more than £625 £600 £550
UK excluding London average daily rate £400 £400 £388
% change year-on-year
- +3.22%
Number of hourly rates quoted 0 1 0
Average hourly rate - £50.00 -
UK excluding London average hourly rate £62.50 £38.25 £31.50
% change year-on-year
+63.39% +21.42%
Data Warehouse
London

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the City of London region.

Database & Business Intelligence Category
City of London
Contract IT job ads with a match in the
Database & Business Intelligence category
856 1211 1463
As % of all contract IT jobs located in the City of London 27.21% 23.56% 24.57%
Number of daily rates quoted 679 958 1084
Average daily rate £475 £430 £438
Average daily rate % change year-on-year
+10.46% -1.71%
90% offered a daily rate of more than £338 £300 £315
10% offered a daily rate of more than £600 £600 £575
UK excluding London average daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 2 3 9
Average hourly rate £55.00 £36.00 £31.00
Average hourly rate % change year-on-year
+52.77% +16.12%
UK excluding London average hourly rate £32.50 £32.50 £29.00
% change year-on-year
- +12.06%

Data Warehouse
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of IT contractor jobs citing Data Warehouse across the City of London region as a proportion of the total demand within the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in the City of London

Data Warehouse
Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Warehouse across the City of London region.

Data Warehouse Daily Rate Trend in the City of London

Data Warehouse
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the City of London region over the 3 months to 12 February 2016.

Data Warehouse Daily Rate Histogram in the City of London

Data Warehouse
Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Warehouse across the City of London region.

Data Warehouse Hourly Rate Trend in the City of London

Data Warehouse
Top 30 Related IT Skills in the City of London

For the 6 months to 12 February 2016, IT contractor jobs across the City of London region citing Data Warehouse also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Warehouse.

1 209 (61.47%) SQL
2 155 (45.59%) Business Intelligence
3 141 (41.47%) Finance
4 131 (38.53%) ETL
5 123 (36.18%) SQL Server
6 117 (34.41%) SQL Server Integration Services
7 95 (27.94%) SQL Server Analysis Services
8 88 (25.88%) SQL Server Reporting Services
9 81 (23.82%) T-SQL
10 77 (22.65%) Banking
11 73 (21.47%) Agile Software Development
11 73 (21.47%) Microsoft
12 62 (18.24%) Data Modelling
13 47 (13.82%) Data Analysis
14 46 (13.53%) Oracle
15 43 (12.65%) SQL Server 2012
16 39 (11.47%) SQL Server 2008
17 37 (10.88%) Migration
18 34 (10.00%) Java
19 32 (9.41%) BusinessObjects
19 32 (9.41%) Kimball Methodology
20 31 (9.12%) MS Excel
21 29 (8.53%) User Acceptance Testing
22 27 (7.94%) Business Analysis
22 27 (7.94%) Analytical Skills
23 25 (7.35%) Advertising
24 24 (7.06%) Data Management
24 24 (7.06%) Investment Banking
25 23 (6.76%) MDX
25 23 (6.76%) Analytics

Data Warehouse
Top Related IT Skills in the City of London by Category

For the 6 months to 12 February 2016, IT contractor jobs across the City of London region citing Data Warehouse also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Warehouse. Up to 20 skills are shown per category.

Application Platforms
1 22 (6.47%) SAS
2 11 (3.24%) SharePoint
3 10 (2.94%) Apache Spark
4 9 (2.65%) Apache
5 4 (1.18%) FileNet
6 2 (0.59%) CMS
7 1 (0.29%) Apache Pig
7 1 (0.29%) BizTalk Server
7 1 (0.29%) Confluence
7 1 (0.29%) Documentum
7 1 (0.29%) MS Project Server
7 1 (0.29%) Oracle SOA Suite
7 1 (0.29%) WebLogic
7 1 (0.29%) WebSphere
Applications
1 31 (9.12%) MS Excel
2 4 (1.18%) MS PowerPoint
2 4 (1.18%) MS Project
2 4 (1.18%) MS Visio
3 1 (0.29%) MS Office
3 1 (0.29%) Spreadsheet
Business Applications
1 4 (1.18%) Cognos Business Intelligence
2 3 (0.88%) Markit EDM
3 2 (0.59%) Dynamics CRM
3 2 (0.59%) Oracle Financials
3 2 (0.59%) Unica
4 1 (0.29%) Hi Portfolio
4 1 (0.29%) SAP HR
4 1 (0.29%) SystmOne
Cloud Services
1 10 (2.94%) Amazon AWS
2 5 (1.47%) Microsoft Azure
3 2 (0.59%) SuccessFactors
4 1 (0.29%) Amazon EC2
4 1 (0.29%) Cloud Computing
4 1 (0.29%) Google Analytics
4 1 (0.29%) SaaS
Communications & Networking
1 2 (0.59%) DNS
2 1 (0.29%) NAS
2 1 (0.29%) VPN
Database & Business Intelligence
1 123 (36.18%) SQL Server
2 117 (34.41%) SQL Server Integration Services
3 95 (27.94%) SQL Server Analysis Services
4 88 (25.88%) SQL Server Reporting Services
5 43 (12.65%) SQL Server 2012
6 39 (11.47%) SQL Server 2008
7 32 (9.41%) BusinessObjects
8 22 (6.47%) Hadoop
9 21 (6.18%) Big Data
9 21 (6.18%) QlikView
10 14 (4.12%) OLAP
11 12 (3.53%) Oracle Database
11 12 (3.53%) Star Schema
12 11 (3.24%) Data Mart
12 11 (3.24%) Data Mining
12 11 (3.24%) SQL Server 2014
13 10 (2.94%) BusinessObjects XI
13 10 (2.94%) SQL Server 2005
14 9 (2.65%) Apache Hive
14 9 (2.65%) Oracle Database 11g
Development Applications
1 14 (4.12%) JIRA
2 11 (3.24%) Team Foundation Server
3 7 (2.06%) Eclipse
3 7 (2.06%) Git (software)
3 7 (2.06%) Jenkins
3 7 (2.06%) Maven
4 5 (1.47%) JUnit
4 5 (1.47%) Mockito
4 5 (1.47%) Visual Studio
5 3 (0.88%) SQL Server Management Studio (SSMS)
6 2 (0.59%) Selenium
6 2 (0.59%) Talend Open Studio
7 1 (0.29%) Cucumber
7 1 (0.29%) Gerrit
7 1 (0.29%) JBehave
7 1 (0.29%) MSTest
7 1 (0.29%) SoapUI
7 1 (0.29%) SpecFlow
7 1 (0.29%) TeamCity
7 1 (0.29%) WebDriver
General
1 141 (41.47%) Finance
2 77 (22.65%) Banking
3 25 (7.35%) Advertising
4 24 (7.06%) Investment Banking
5 12 (3.53%) Retail
6 8 (2.35%) Marketing
7 7 (2.06%) Front Office
8 6 (1.76%) Financial Institution
8 6 (1.76%) Legal
9 4 (1.18%) Back Office
9 4 (1.18%) Billing
9 4 (1.18%) General Ledger
10 3 (0.88%) Telecoms
11 2 (0.59%) Retail Banking
12 1 (0.29%) Law
Job Titles
1 152 (44.71%) Developer
2 80 (23.53%) Analyst
3 64 (18.82%) SQL Developer
4 54 (15.88%) Business Intelligence Developer
5 32 (9.41%) Architect
6 26 (7.65%) Business Developer
6 26 (7.65%) SQL BI Developer
7 25 (7.35%) Business Analyst
8 23 (6.76%) Project Manager
8 23 (6.76%) Senior Developer
9 22 (6.47%) Data Architect
10 18 (5.29%) Data Analyst
10 18 (5.29%) ETL Developer
11 17 (5.00%) Data Warehouse Developer
11 17 (5.00%) SQL Server Developer
11 17 (5.00%) Test Analyst
12 13 (3.82%) Business Intelligence Analyst
12 13 (3.82%) C# Developer
12 13 (3.82%) Data Warehouse Manager
12 13 (3.82%) SQL Analyst
Libraries, Frameworks & Software Standards
1 23 (6.76%) MDX
2 20 (5.88%) .NET
3 13 (3.82%) HTML
4 12 (3.53%) AngularJS
5 11 (3.24%) XML
6 8 (2.35%) HTML5
6 8 (2.35%) WPF
7 7 (2.06%) Spring
8 6 (1.76%) ASP.NET
8 6 (1.76%) Cascading
8 6 (1.76%) Middleware
9 5 (1.47%) Apache Commons
9 5 (1.47%) FIX Protocol
9 5 (1.47%) Guava
9 5 (1.47%) Web Services
10 4 (1.18%) JSP
10 4 (1.18%) Kafka
10 4 (1.18%) Servlets
10 4 (1.18%) SOAP
10 4 (1.18%) XSLT
Miscellaneous
1 27 (7.94%) Analytical Skills
2 15 (4.41%) Data Integration
3 13 (3.82%) Computer Science
4 12 (3.53%) Fixed Income
4 12 (3.53%) Management Information System
4 12 (3.53%) Reinsurance
5 11 (3.24%) Credit Risk
6 10 (2.94%) Derivative
7 9 (2.65%) Equities
8 8 (2.35%) Market Risk
8 8 (2.35%) Visualisation
9 7 (2.06%) Data Extraction
10 5 (1.47%) Algorithms
10 5 (1.47%) Data Structures
10 5 (1.47%) NHS
11 4 (1.18%) Mobile App
12 3 (0.88%) Clustering
12 3 (0.88%) CMDB
12 3 (0.88%) Enterprise Software
12 3 (0.88%) Foreign Exchange (FX)
Operating Systems
1 16 (4.71%) Linux
2 13 (3.82%) Windows
3 7 (2.06%) Unix
4 3 (0.88%) Windows Server
4 3 (0.88%) Windows Server 2008
5 1 (0.29%) Red Hat Enterprise Linux
5 1 (0.29%) Solaris
Processes & Methodologies
1 155 (45.59%) Business Intelligence
2 131 (38.53%) ETL
3 73 (21.47%) Agile Software Development
4 62 (18.24%) Data Modelling
5 47 (13.82%) Data Analysis
6 37 (10.88%) Migration
7 32 (9.41%) Kimball Methodology
8 29 (8.53%) User Acceptance Testing
9 27 (7.94%) Business Analysis
10 24 (7.06%) Data Management
11 23 (6.76%) Analytics
11 23 (6.76%) Stakeholder Management
12 20 (5.88%) Scrum
13 18 (5.29%) Unit Testing
14 17 (5.00%) Data Mapping
14 17 (5.00%) Data Migration
15 15 (4.41%) ETL Development
15 15 (4.41%) Performance Tuning
15 15 (4.41%) SOA
16 14 (4.12%) Defect Management
Programming Languages
1 209 (61.47%) SQL
2 81 (23.82%) T-SQL
3 34 (10.00%) Java
4 23 (6.76%) C#
5 16 (4.71%) PL/SQL
6 11 (3.24%) Shell Script
7 10 (2.94%) Bash Shell
8 8 (2.35%) Perl
9 7 (2.06%) Python
9 7 (2.06%) Scala
10 6 (1.76%) AWK
10 6 (1.76%) sed
10 6 (1.76%) VBA
11 5 (1.47%) JavaScript
12 4 (1.18%) Ruby
13 3 (0.88%) PowerShell
13 3 (0.88%) VB.NET
13 3 (0.88%) XAML
14 2 (0.59%) Data Analysis Expressions (DAX)
14 2 (0.59%) R
Qualifications
1 19 (5.59%) Degree
2 7 (2.06%) ISTQB
3 6 (1.76%) ISEB
4 3 (0.88%) ISTQB Foundation Certification
4 3 (0.88%) Security Cleared
5 2 (0.59%) BPSS Clearance
5 2 (0.59%) ISTQB Advanced Certification
5 2 (0.59%) Microsoft Certification
6 1 (0.29%) DBS Check
6 1 (0.29%) DV Cleared
6 1 (0.29%) MCT
6 1 (0.29%) PRINCE2 Certification
6 1 (0.29%) SC Cleared
Quality Assurance & Compliance
1 20 (5.88%) Data Quality
2 12 (3.53%) Solvency II
3 11 (3.24%) QA
4 6 (1.76%) Basel III
5 3 (0.88%) GAAP
5 3 (0.88%) ISO20022
6 2 (0.59%) Disclosure Scotland
6 2 (0.59%) MiFID
7 1 (0.29%) COBIT
7 1 (0.29%) COREP
7 1 (0.29%) CRD IV
7 1 (0.29%) FATCA
7 1 (0.29%) PCI DSS
System Software
1 4 (1.18%) Apache ZooKeeper
2 3 (0.88%) HDFS
3 2 (0.59%) Active Directory
3 2 (0.59%) Oracle RAC
4 1 (0.29%) NFS
4 1 (0.29%) vCloud
4 1 (0.29%) VMware ESX
4 1 (0.29%) VMware Infrastructure
Systems Management
1 15 (4.41%) HP Quality Center
2 6 (1.76%) Oozie
3 2 (0.59%) DBAmp
3 2 (0.59%) Hadoop YARN
3 2 (0.59%) Jitterbit
3 2 (0.59%) Oracle EDQ
4 1 (0.29%) Ambari
4 1 (0.29%) Control-M
4 1 (0.29%) Data Guard
4 1 (0.29%) EMC NetWorker
4 1 (0.29%) Icinga
4 1 (0.29%) Oracle Enterprise Manager
4 1 (0.29%) Puppet
Vendors
1 73 (21.47%) Microsoft
2 46 (13.53%) Oracle
3 15 (4.41%) SAP
4 12 (3.53%) Tableau
5 11 (3.24%) Cognos
6 10 (2.94%) Teradata
7 9 (2.65%) Informatica
8 8 (2.35%) WorldPay
9 5 (1.47%) GoldenSource
9 5 (1.47%) IBM
9 5 (1.47%) Sybase
10 4 (1.18%) HP
10 4 (1.18%) MapR
10 4 (1.18%) Splunk
11 3 (0.88%) Algorithmics
11 3 (0.88%) CODA
11 3 (0.88%) MicroStrategy
11 3 (0.88%) Murex
11 3 (0.88%) ServiceNow
11 3 (0.88%) Siebel
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