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 5 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
5 Feb 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 35 45 41
Rank change year-on-year
+10 -4
Contract jobs citing Data Warehouse 150 195 259
As % of all contract IT jobs located in the City of London 4.78% 3.87% 4.43%
As % of the Database & Business Intelligence category 17.56% 16.55% 18.00%
Number of daily rates quoted 109 154 197
Average daily rate £475 £450 £450
Average daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £375 £338 £325
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
854 1178 1439
As % of all contract IT jobs located in the City of London 27.22% 23.40% 24.62%
Number of daily rates quoted 681 933 1059
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 £368 £350
% change year-on-year
+2.04% +5.00%
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 £29.00 £32.50 £28.00
% change year-on-year
-10.76% +16.07%

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 5 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 5 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 (60.76%) SQL
2 160 (46.51%) Business Intelligence
3 142 (41.28%) Finance
4 132 (38.37%) ETL
5 126 (36.63%) SQL Server
6 124 (36.05%) SQL Server Integration Services
7 101 (29.36%) SQL Server Analysis Services
8 94 (27.33%) SQL Server Reporting Services
9 83 (24.13%) T-SQL
10 75 (21.80%) Banking
11 73 (21.22%) Agile Software Development
12 72 (20.93%) Microsoft
13 61 (17.73%) Data Modelling
14 46 (13.37%) Data Analysis
15 45 (13.08%) SQL Server 2012
16 44 (12.79%) Oracle
17 40 (11.63%) SQL Server 2008
18 38 (11.05%) Migration
19 36 (10.47%) Kimball Methodology
20 33 (9.59%) BusinessObjects
20 33 (9.59%) Java
21 32 (9.30%) MS Excel
22 29 (8.43%) User Acceptance Testing
23 27 (7.85%) Analytical Skills
24 26 (7.56%) Business Analysis
25 25 (7.27%) Stakeholder Management
25 25 (7.27%) Advertising
26 24 (6.98%) Data Management
26 24 (6.98%) MDX
27 23 (6.69%) C#

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

For the 6 months to 5 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 20 (5.81%) SAS
2 11 (3.20%) SharePoint
3 10 (2.91%) Apache Spark
4 9 (2.62%) Apache
5 4 (1.16%) FileNet
6 2 (0.58%) 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 32 (9.30%) MS Excel
2 4 (1.16%) MS PowerPoint
2 4 (1.16%) MS Project
2 4 (1.16%) MS Visio
2 4 (1.16%) PowerPivot
3 1 (0.29%) MS Office
3 1 (0.29%) Spreadsheet
Business Applications
1 4 (1.16%) Cognos Business Intelligence
2 3 (0.87%) Markit EDM
3 2 (0.58%) Dynamics CRM
3 2 (0.58%) Oracle Financials
3 2 (0.58%) Unica
4 1 (0.29%) ACBS
4 1 (0.29%) Hi Portfolio
4 1 (0.29%) SAP HR
4 1 (0.29%) Summit
4 1 (0.29%) SystmOne
Cloud Services
1 10 (2.91%) Amazon AWS
2 5 (1.45%) Microsoft Azure
3 2 (0.58%) 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 (0.58%) DNS
2 1 (0.29%) NAS
2 1 (0.29%) VPN
Database & Business Intelligence
1 126 (36.63%) SQL Server
2 124 (36.05%) SQL Server Integration Services
3 101 (29.36%) SQL Server Analysis Services
4 94 (27.33%) SQL Server Reporting Services
5 45 (13.08%) SQL Server 2012
6 40 (11.63%) SQL Server 2008
7 33 (9.59%) BusinessObjects
8 22 (6.40%) Hadoop
9 21 (6.10%) QlikView
10 20 (5.81%) Big Data
11 14 (4.07%) OLAP
12 13 (3.78%) Star Schema
13 12 (3.49%) Oracle Database
13 12 (3.49%) SQL Server 2014
14 11 (3.20%) Data Mart
15 10 (2.91%) SQL Server 2005
16 9 (2.62%) Apache Hive
16 9 (2.62%) BusinessObjects XI
16 9 (2.62%) Data Mining
16 9 (2.62%) Oracle Database 11g
Development Applications
1 14 (4.07%) JIRA
2 11 (3.20%) Team Foundation Server
3 7 (2.03%) Eclipse
3 7 (2.03%) Git (software)
3 7 (2.03%) Jenkins
3 7 (2.03%) Maven
4 5 (1.45%) JUnit
4 5 (1.45%) Mockito
5 4 (1.16%) Visual Studio
6 3 (0.87%) SQL Server Management Studio (SSMS)
7 2 (0.58%) Selenium
7 2 (0.58%) Talend Open Studio
8 1 (0.29%) Cucumber
8 1 (0.29%) Gerrit
8 1 (0.29%) JBehave
8 1 (0.29%) MSTest
8 1 (0.29%) SoapUI
8 1 (0.29%) SpecFlow
8 1 (0.29%) TeamCity
8 1 (0.29%) WebDriver
General
1 142 (41.28%) Finance
2 75 (21.80%) Banking
3 25 (7.27%) Advertising
4 22 (6.40%) Investment Banking
5 12 (3.49%) Retail
6 8 (2.33%) Marketing
7 7 (2.03%) Front Office
8 6 (1.74%) Financial Institution
8 6 (1.74%) Legal
9 4 (1.16%) Back Office
9 4 (1.16%) Billing
9 4 (1.16%) General Ledger
10 3 (0.87%) Telecoms
11 2 (0.58%) Retail Banking
12 1 (0.29%) Law
Job Titles
1 155 (45.06%) Developer
2 80 (23.26%) Analyst
3 64 (18.60%) SQL Developer
4 55 (15.99%) Business Intelligence Developer
5 34 (9.88%) Architect
6 27 (7.85%) Business Developer
7 26 (7.56%) SQL BI Developer
8 24 (6.98%) Business Analyst
8 24 (6.98%) Data Architect
9 23 (6.69%) Project Manager
9 23 (6.69%) Senior Developer
10 19 (5.52%) Data Analyst
10 19 (5.52%) Data Warehouse Developer
10 19 (5.52%) ETL Developer
11 17 (4.94%) SQL Server Developer
11 17 (4.94%) Test Analyst
12 14 (4.07%) Data Warehouse Manager
13 13 (3.78%) Business Intelligence Analyst
13 13 (3.78%) C# Developer
13 13 (3.78%) SQL Analyst
Libraries, Frameworks & Software Standards
1 24 (6.98%) MDX
2 22 (6.40%) .NET
3 13 (3.78%) HTML
4 12 (3.49%) AngularJS
5 11 (3.20%) XML
6 8 (2.33%) HTML5
6 8 (2.33%) WPF
7 7 (2.03%) Spring
8 6 (1.74%) ASP.NET
8 6 (1.74%) Cascading
8 6 (1.74%) Middleware
9 5 (1.45%) Apache Commons
9 5 (1.45%) FIX Protocol
9 5 (1.45%) Guava
9 5 (1.45%) Web Services
10 4 (1.16%) Apache Avro
10 4 (1.16%) JSP
10 4 (1.16%) Kafka
10 4 (1.16%) Servlets
10 4 (1.16%) XSLT
Miscellaneous
1 27 (7.85%) Analytical Skills
2 14 (4.07%) Data Integration
3 13 (3.78%) Computer Science
4 12 (3.49%) Management Information System
4 12 (3.49%) Reinsurance
5 10 (2.91%) Fixed Income
6 9 (2.62%) Credit Risk
7 8 (2.33%) Derivative
7 8 (2.33%) Equities
8 7 (2.03%) Data Extraction
8 7 (2.03%) Market Risk
8 7 (2.03%) Visualisation
9 5 (1.45%) Algorithms
9 5 (1.45%) Data Structures
9 5 (1.45%) NHS
10 4 (1.16%) Foreign Exchange (FX)
10 4 (1.16%) Mobile App
11 3 (0.87%) Clustering
11 3 (0.87%) CMDB
11 3 (0.87%) Enterprise Software
Operating Systems
1 15 (4.36%) Linux
2 11 (3.20%) Windows
3 6 (1.74%) Unix
4 3 (0.87%) Windows Server
4 3 (0.87%) Windows Server 2008
5 1 (0.29%) Red Hat Enterprise Linux
5 1 (0.29%) Solaris
Processes & Methodologies
1 160 (46.51%) Business Intelligence
2 132 (38.37%) ETL
3 73 (21.22%) Agile Software Development
4 61 (17.73%) Data Modelling
5 46 (13.37%) Data Analysis
6 38 (11.05%) Migration
7 36 (10.47%) Kimball Methodology
8 29 (8.43%) User Acceptance Testing
9 26 (7.56%) Business Analysis
10 25 (7.27%) Stakeholder Management
11 24 (6.98%) Data Management
12 22 (6.40%) Analytics
13 20 (5.81%) Scrum
14 18 (5.23%) Unit Testing
15 17 (4.94%) Data Migration
16 16 (4.65%) Data Mapping
16 16 (4.65%) ETL Development
17 15 (4.36%) SOA
18 14 (4.07%) OO
18 14 (4.07%) Test Scripting
Programming Languages
1 209 (60.76%) SQL
2 83 (24.13%) T-SQL
3 33 (9.59%) Java
4 23 (6.69%) C#
5 16 (4.65%) PL/SQL
6 10 (2.91%) Bash Shell
7 9 (2.62%) Shell Script
8 7 (2.03%) Perl
8 7 (2.03%) Python
8 7 (2.03%) Scala
9 6 (1.74%) AWK
9 6 (1.74%) sed
9 6 (1.74%) VBA
10 5 (1.45%) JavaScript
11 4 (1.16%) Ruby
12 3 (0.87%) Data Analysis Expressions (DAX)
12 3 (0.87%) PowerShell
12 3 (0.87%) VB.NET
12 3 (0.87%) XAML
13 2 (0.58%) ANSI SQL
Qualifications
1 19 (5.52%) Degree
2 6 (1.74%) ISTQB
3 5 (1.45%) ISEB
4 3 (0.87%) ISTQB Foundation Certification
5 2 (0.58%) BPSS Clearance
5 2 (0.58%) ISTQB Advanced Certification
5 2 (0.58%) Microsoft Certification
5 2 (0.58%) Security Cleared
6 1 (0.29%) DBS Check
6 1 (0.29%) MCT
6 1 (0.29%) PRINCE2 Certification
6 1 (0.29%) SC Cleared
Quality Assurance & Compliance
1 20 (5.81%) Data Quality
2 12 (3.49%) Solvency II
3 11 (3.20%) QA
4 6 (1.74%) Basel III
5 3 (0.87%) GAAP
5 3 (0.87%) ISO20022
6 2 (0.58%) Disclosure Scotland
6 2 (0.58%) 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 (1.16%) Apache ZooKeeper
2 3 (0.87%) HDFS
3 2 (0.58%) Active Directory
3 2 (0.58%) 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 (4.36%) HP Quality Center
2 6 (1.74%) Oozie
3 2 (0.58%) DBAmp
3 2 (0.58%) Hadoop YARN
3 2 (0.58%) Jitterbit
3 2 (0.58%) 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 72 (20.93%) Microsoft
2 44 (12.79%) Oracle
3 16 (4.65%) SAP
4 12 (3.49%) Tableau
5 11 (3.20%) Cognos
6 10 (2.91%) Teradata
7 8 (2.33%) Informatica
7 8 (2.33%) WorldPay
8 5 (1.45%) GoldenSource
8 5 (1.45%) IBM
9 4 (1.16%) HP
9 4 (1.16%) MapR
9 4 (1.16%) Splunk
9 4 (1.16%) Sybase
10 3 (0.87%) CODA
10 3 (0.87%) MicroStrategy
10 3 (0.87%) Murex
10 3 (0.87%) ServiceNow
10 3 (0.87%) Siebel
11 2 (0.58%) Salesforce.com
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