The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
England / London
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 87 72 50
Rank change year-on-year -15 -22  
Contract jobs citing Data Warehouse 573 670 846
As % of all contract IT jobs advertised in London 2.94% 3.00% 3.93%
As % of the Database & Business Intelligence category 11.74% 12.48% 16.36%
Number of daily rates quoted 415 493 588
Median daily rate £475 £450 £450
Median daily rate % change year-on-year +5.55% -  
90% offered a daily rate of more than £355 £345 £325
10% offered a daily rate of more than £600 £625 £575
UK excluding London median daily rate £400 £420 £400
% change year-on-year -4.76% +5.00%  
Number of hourly rates quoted 1 4 10
Median hourly rate £30.00 £24.25 £52.50
Median hourly rate % change year-on-year +23.71% -53.80%  
UK excluding London median hourly rate £35.00 £43.00 £34.00
% change year-on-year -18.60% +26.47%  

Data Warehouse is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
London
Contract job vacancies with a requirement for database and business intelligence skills 4879 5370 5170
As % of all contract IT job vacancies advertised in London 25.03% 24.08% 24.02%
Number of daily rates quoted 3533 3856 3590
Median daily rate £488 £475 £450
Median daily rate % change year-on-year +2.63% +5.55%  
90% offered a daily rate of more than £350 £325 £310
10% offered a daily rate of more than £625 £613 £588
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 18 36 40
Median hourly rate £30.00 £43.00 £22.83
Median hourly rate % change year-on-year -30.23% +88.34%  
90% offered a hourly rate of more than £17.80 £18.00 £14.70
10% offered a hourly rate of more than £109.50 £50.00 £55.00
UK excluding London median hourly rate £34.62 £32.50 £32.50
% change year-on-year +6.52% -  

Data Warehouse
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Warehouse as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Warehouse in London

Data Warehouse
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Data Warehouse in London

Data Warehouse
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Warehouse in London over the 3 months to 28 March 2017.

Contractor daily rate histogram for Data Warehouse in London

Data Warehouse
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Warehouse in London

Data Warehouse
Contract Job Locations in London

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 London region over the 3 months to 28 March 2017. 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 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
City of London -17 120 £475 - 48
Docklands, London - 5 £400 -
Canary Wharf -6 4 £573 +19.27%
Croydon +10 3 £400 -7.51%
West End of London +2 2 £544 +26.45% 4
Westminster +5 1 £550 +116.32%
Lewisham - 1 £300 -
Hammersmith - 1 £400 -
Heathrow - 1 £500 -
Twickenham - 1 £425 -
Data Warehouse
England

Data Warehouse
Top 30 Co-occurring IT Skills in London

For the 6 months to 28 March 2017, 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 across the London region with a requirement for Data Warehouse.

1 634 (52.79%) SQL
2 572 (47.63%) Business Intelligence
3 463 (38.55%) ETL
4 384 (31.97%) SQL Server
5 345 (28.73%) SQL Server Integration Services
6 333 (27.73%) Finance
7 316 (26.31%) Agile Software Development
8 293 (24.40%) Data Modelling
9 255 (21.23%) Oracle
10 245 (20.40%) SQL Server Reporting Services
11 227 (18.90%) Microsoft
12 219 (18.23%) SQL Server Analysis Services
13 218 (18.15%) Big Data
14 212 (17.65%) Analytics
15 179 (14.90%) Hadoop
16 177 (14.74%) T-SQL
17 163 (13.57%) Banking
18 158 (13.16%) Analytical Skills
19 154 (12.82%) Data Analysis
20 124 (10.32%) C#
21 118 (9.83%) Data Quality
22 115 (9.58%) Degree
23 112 (9.33%) Migration
24 111 (9.24%) Java
25 104 (8.66%) Stakeholder Management
25 104 (8.66%) SQL Server 2012
26 100 (8.33%) QlikView
27 99 (8.24%) Data Management
27 99 (8.24%) Python
27 99 (8.24%) Apache Spark

Data Warehouse
Co-occurring IT Skills in London 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 99 (8.24%) Apache Spark
2 58 (4.83%) Apache Pig
2 58 (4.83%) SAS
3 39 (3.25%) SharePoint
4 22 (1.83%) Confluence
5 21 (1.75%) Oracle SOA Suite
6 15 (1.25%) Apache
7 14 (1.17%) Apache Solr
8 11 (0.92%) Oracle Workflow
9 10 (0.83%) Elasticsearch
10 8 (0.67%) IIS
11 6 (0.50%) WebSphere
12 4 (0.33%) CMS
12 4 (0.33%) Oracle Coherence
13 3 (0.25%) Apache Qpid
13 3 (0.25%) BizTalk Server
13 3 (0.25%) GemFire
13 3 (0.25%) SharePoint 2010
13 3 (0.25%) SharePoint 2013
14 2 (0.17%) Adobe Experience Manager
Applications
1 96 (7.99%) MS Excel
2 29 (2.41%) MS Office
3 14 (1.17%) MS Visio
4 11 (0.92%) SPSS
5 9 (0.75%) MS PowerPoint
6 6 (0.50%) MS Project
7 5 (0.42%) Spreadsheet
8 4 (0.33%) Mathematica
8 4 (0.33%) Stata
9 3 (0.25%) S-PLUS
10 2 (0.17%) Weka
Business Applications
1 26 (2.16%) Dynamics AX
2 17 (1.42%) Dynamics CRM
3 8 (0.67%) FastStats
4 5 (0.42%) Salesforce.com CRM
4 5 (0.42%) SAP FI
5 4 (0.33%) Markit EDM
5 4 (0.33%) Oracle BPM
5 4 (0.33%) Oracle ERP
5 4 (0.33%) Oracle Retail
5 4 (0.33%) SAP ERP
6 3 (0.25%) Cognos Business Intelligence
6 3 (0.25%) Oracle EBS
6 3 (0.25%) Temenos T24
7 2 (0.17%) FastStats PeopleStage
7 2 (0.17%) Oracle Applications
7 2 (0.17%) Oracle Payables
7 2 (0.17%) Oracle Utilities
7 2 (0.17%) SAP Oil and Gas
8 1 (0.083%) Oracle Procure-to-Pay
8 1 (0.083%) Oracle Receivables
Cloud Services
1 83 (6.91%) Microsoft Azure
2 56 (4.66%) Amazon AWS
3 16 (1.33%) PaaS
4 14 (1.17%) Amazon EC2
5 12 (1.00%) Data Lake Analytics
6 10 (0.83%) SaaS
7 9 (0.75%) Amazon EMR
7 9 (0.75%) Amazon S3
7 9 (0.75%) IaaS
8 7 (0.58%) Cloud Computing
8 7 (0.58%) Google Analytics
9 5 (0.42%) Google Cloud Platform
10 4 (0.33%) Adobe Analytics
10 4 (0.33%) GitHub
10 4 (0.33%) IBM Cloud
11 3 (0.25%) Office 365
12 2 (0.17%) Azure Machine Learning
12 2 (0.17%) Heroku
12 2 (0.17%) SmartFocus
12 2 (0.17%) SuccessFactors
Communications & Networking
1 11 (0.92%) Internet
2 5 (0.42%) LDAP
3 3 (0.25%) AMQP
3 3 (0.25%) Kerberos
3 3 (0.25%) VoIP
3 3 (0.25%) Wireshark
4 2 (0.17%) FTP
4 2 (0.17%) Unified Communications
5 1 (0.083%) Broadband
5 1 (0.083%) Intranet
5 1 (0.083%) LAN
5 1 (0.083%) PuTTY
5 1 (0.083%) SAN
5 1 (0.083%) Skype
5 1 (0.083%) WAN
Database & Business Intelligence
1 384 (31.97%) SQL Server
2 345 (28.73%) SQL Server Integration Services
3 245 (20.40%) SQL Server Reporting Services
4 219 (18.23%) SQL Server Analysis Services
5 218 (18.15%) Big Data
6 179 (14.90%) Hadoop
7 104 (8.66%) SQL Server 2012
8 100 (8.33%) QlikView
9 89 (7.41%) Apache Hive
10 83 (6.91%) Relational Database
11 69 (5.75%) Power BI
12 68 (5.66%) BusinessObjects
12 68 (5.66%) NoSQL
13 67 (5.58%) SQL Server 2008
14 58 (4.83%) Oracle Database
15 53 (4.41%) OLAP
15 53 (4.41%) SQL Server 2014
16 47 (3.91%) Apache Cassandra
16 47 (3.91%) Data Lake
17 46 (3.83%) Enterprise Data Warehouse
Development Applications
1 48 (4.00%) Team Foundation Server
1 48 (4.00%) Visual Studio
2 45 (3.75%) JIRA
3 34 (2.83%) Talend Open Studio
4 21 (1.75%) Jenkins
5 18 (1.50%) ERwin
6 17 (1.42%) Selenium
6 17 (1.42%) Subversion
7 14 (1.17%) Git (software)
8 10 (0.83%) DbUnit
8 10 (0.83%) Oracle Forms
8 10 (0.83%) Robot Framework
9 8 (0.67%) FitNesse
10 7 (0.58%) Bitbucket
11 5 (0.42%) Cucumber
11 5 (0.42%) Oracle APEX
11 5 (0.42%) Toad
12 4 (0.33%) Atlassian Bamboo
12 4 (0.33%) Eclipse
12 4 (0.33%) HP UFT
General
1 333 (27.73%) Finance
2 163 (13.57%) Banking
3 82 (6.83%) Retail
4 49 (4.08%) Investment Banking
5 37 (3.08%) Marketing
6 36 (3.00%) Front Office
7 27 (2.25%) Legal
8 17 (1.42%) Retail Banking
9 14 (1.17%) Advertising
9 14 (1.17%) Corporate Banking
9 14 (1.17%) Telecoms
10 10 (0.83%) Back Office
11 9 (0.75%) Financial Institution
11 9 (0.75%) Publishing
12 8 (0.67%) Billing
13 6 (0.50%) Games
13 6 (0.50%) Law
13 6 (0.50%) Pharmaceutical
14 5 (0.42%) German Language
14 5 (0.42%) Manufacturing
Job Titles
1 465 (38.72%) Developer
2 262 (21.82%) Analyst
3 162 (13.49%) Architect
4 130 (10.82%) SQL Developer
5 110 (9.16%) Business Analyst
6 104 (8.66%) Business Intelligence Developer
6 104 (8.66%) Data Architect
7 77 (6.41%) Data Analyst
8 76 (6.33%) Consultant
9 73 (6.08%) ETL Developer
10 70 (5.83%) Data Warehouse Developer
11 62 (5.16%) Business Intelligence Analyst
12 56 (4.66%) SSIS Developer
13 54 (4.50%) Project Manager
14 52 (4.33%) Business Developer
15 51 (4.25%) SQL Analyst
16 48 (4.00%) Oracle Developer
17 46 (3.83%) Data Warehouse Analyst
18 45 (3.75%) Data Warehouse Manager
19 43 (3.58%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 85 (7.08%) .NET
2 51 (4.25%) Kafka
3 48 (4.00%) XML
4 39 (3.25%) MDX
5 31 (2.58%) Middleware
6 27 (2.25%) Spring
7 24 (2.00%) Hibernate
8 19 (1.58%) J2EE
9 17 (1.42%) HTML
9 17 (1.42%) JSON
10 15 (1.25%) AngularJS
11 14 (1.17%) Web Services
12 13 (1.08%) JMS
12 13 (1.08%) XSLT
13 12 (1.00%) ASP.NET
13 12 (1.00%) CSS
13 12 (1.00%) jQuery
13 12 (1.00%) Lucene
13 12 (1.00%) XSL
14 11 (0.92%) Apache Flex
Miscellaneous
1 158 (13.16%) Analytical Skills
2 67 (5.58%) Management Information System
3 43 (3.58%) Computer Science
4 36 (3.00%) Data Structures
5 32 (2.66%) Credit Risk
6 29 (2.41%) Foreign Exchange (FX)
7 26 (2.16%) NHS
8 19 (1.58%) Replication
9 17 (1.42%) Algorithms
9 17 (1.42%) SWIFT
10 15 (1.25%) Derivative
11 14 (1.17%) Reference Data
12 13 (1.08%) Equities
13 12 (1.00%) Fixed Income
14 10 (0.83%) User Experience
15 9 (0.75%) Reinsurance
16 7 (0.58%) Data Centre
16 7 (0.58%) Fintech
16 7 (0.58%) PMI
17 6 (0.50%) Clustering
Operating Systems
1 62 (5.16%) Unix
2 55 (4.58%) Linux
2 55 (4.58%) Windows
3 8 (0.67%) Windows Server
4 3 (0.25%) CentOS
4 3 (0.25%) Red Hat Enterprise Linux
5 1 (0.083%) Windows Server 2012
5 1 (0.083%) Windows Vista
Processes & Methodologies
1 572 (47.63%) Business Intelligence
2 463 (38.55%) ETL
3 316 (26.31%) Agile Software Development
4 293 (24.40%) Data Modelling
5 212 (17.65%) Analytics
6 154 (12.82%) Data Analysis
7 112 (9.33%) Migration
8 104 (8.66%) Stakeholder Management
9 99 (8.24%) Data Management
10 90 (7.49%) Data Integration
11 89 (7.41%) Performance Tuning
12 84 (6.99%) Scrum
13 75 (6.24%) SDLC
14 70 (5.83%) Kimball Methodology
15 68 (5.66%) Data Architecture
15 68 (5.66%) Dimensional Modelling
16 67 (5.58%) Business Analysis
17 62 (5.16%) Data Migration
18 58 (4.83%) Visualisation
19 56 (4.66%) Waterfall
Programming Languages
1 634 (52.79%) SQL
2 177 (14.74%) T-SQL
3 124 (10.32%) C#
4 111 (9.24%) Java
5 99 (8.24%) Python
6 92 (7.66%) PL/SQL
7 60 (5.00%) Scala
8 57 (4.75%) R
9 37 (3.08%) Shell Script
10 27 (2.25%) JavaScript
11 23 (1.92%) Perl
11 23 (1.92%) VBA
12 18 (1.50%) Bash Shell
13 16 (1.33%) C++
13 16 (1.33%) PowerShell
14 13 (1.08%) ActionScript
15 10 (0.83%) Data Analysis Expressions (DAX)
16 9 (0.75%) MATLAB
17 8 (0.67%) C
18 7 (0.58%) PHP
Qualifications
1 115 (9.58%) Degree
2 20 (1.67%) Security Cleared
3 19 (1.58%) ISEB
4 18 (1.50%) ISTQB
5 10 (0.83%) PMI Certification
6 9 (0.75%) Microsoft Certification
7 8 (0.67%) CTC Cleared
8 7 (0.58%) PMP
8 7 (0.58%) PRINCE2 Certification
9 5 (0.42%) DV Cleared
9 5 (0.42%) SC Cleared
10 4 (0.33%) MCITP
10 4 (0.33%) MCSE
11 3 (0.25%) ITIL Certification
12 2 (0.17%) BPSS Clearance
12 2 (0.17%) IIBA
12 2 (0.17%) MCTS
13 1 (0.083%) BC Cleared
13 1 (0.083%) CBAP
13 1 (0.083%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 118 (9.83%) Data Quality
2 73 (6.08%) QA
3 19 (1.58%) Solvency II
4 10 (0.83%) MiFID
5 6 (0.50%) Sarbanes-Oxley
6 3 (0.25%) EMIR
6 3 (0.25%) IFRS
7 2 (0.17%) Dodd-Frank
7 2 (0.17%) IFRS 9
7 2 (0.17%) ISO20022
8 1 (0.083%) Actionable Recommendations
8 1 (0.083%) Basel III
8 1 (0.083%) COREP
8 1 (0.083%) CRD IV
8 1 (0.083%) Disclosure Scotland
8 1 (0.083%) FINREP
8 1 (0.083%) GDPR
8 1 (0.083%) ISO 9001
8 1 (0.083%) PCI DSS
8 1 (0.083%) PMO
System Software
1 24 (2.00%) HDFS
2 18 (1.50%) Apache Flume
3 11 (0.92%) Virtual Machines
4 7 (0.58%) Docker
5 3 (0.25%) Apache ZooKeeper
5 3 (0.25%) Oracle RAC
6 2 (0.17%) Active Directory
6 2 (0.17%) Cronacle
Systems Management
1 25 (2.08%) Hadoop YARN
2 14 (1.17%) Control-M
3 13 (1.08%) Oozie
4 12 (1.00%) Opscode Chef
5 11 (0.92%) Ansible
6 10 (0.83%) HP Quality Center
6 10 (0.83%) Puppet
7 9 (0.75%) Terraform
8 3 (0.25%) Tivoli
9 2 (0.17%) Oracle RMAN
9 2 (0.17%) SQL Sentry
10 1 (0.083%) Ambari
10 1 (0.083%) CA Single Sign-On
10 1 (0.083%) Data Guard
10 1 (0.083%) Kibana
10 1 (0.083%) Oracle Enterprise Manager
10 1 (0.083%) SCCM
10 1 (0.083%) Tivoli Storage Manager
Vendors
1 255 (21.23%) Oracle
2 227 (18.90%) Microsoft
3 83 (6.91%) Tableau
4 63 (5.25%) Teradata
5 59 (4.91%) Informatica
6 50 (4.16%) SAP
7 46 (3.83%) Netezza
8 37 (3.08%) MicroStrategy
9 35 (2.91%) IBM
9 35 (2.91%) Sybase
10 34 (2.83%) Talend
11 33 (2.75%) Cognos
12 27 (2.25%) Cloudera
13 25 (2.08%) Hortonworks
14 21 (1.75%) Vertica
15 17 (1.42%) Adobe
15 17 (1.42%) Salesforce.com
16 16 (1.33%) Google
17 15 (1.25%) SmartStream
18 14 (1.17%) Microgen
London
Venturi
Rate: £450 - £500 per annum
Posted: 23 hours ago
London
Lawrence Harvey
Rate: £500 - £550 per day + Negotiable
Posted: Yesterday
London
AMS contingency
Posted: 15 hours ago
London
Spring Technology
Posted: Yesterday
London
AMS contingency
Posted: 22 hours ago
City, London
Deerfoot IT Resources Ltd
Rate: £450 - £500 per day + 6 month term initailly
Posted: 23 hours ago
City, London
Spargonet Consulting Plc
Rate: £400 - £450 per day
Posted: Yesterday
London
Marcus Donald People
Rate: £350 - £400 per day
Posted: 4 days ago
City of London
Lawrence Harvey
Rate: £500.00 - £600.00 per day
Posted: 6 days ago
London
Spring Technology
Posted: 2 days ago
City, London
HFG
Rate: £400 - £600 per day
Posted: 6 days ago
City, London
onezeero.
Rate: £400 - £500 per day
Posted: 6 days ago
London
Ebury
Rate: £500.00 per day
Posted: 3 days ago
London
Nigel Frank International
Rate: £400 - £500 per day
Posted: Yesterday
City, London
TalentFlow
Rate: From £500 to £550 per day £500 to £550 per day
Posted: 5 days ago
London
KPRS
Rate: From £400 to £400 per day £400 per day
Posted: 6 days ago
London
Burns Sheehan
Rate: £500 - £595 per day
Posted: 3 days ago
City, London
Venturi
Rate: £500 - £525 per day
Posted: 6 days ago
London
Ebury
Rate: £454.00 per day
Posted: 3 days ago
London
AMS contingency
Posted: 6 days ago
City, London
Venturi
Posted: 5 days ago
London
AMS contingency
Posted: 11 days ago
London
People Source Consulting
Rate: £280 - £320 per day
Posted: 7 days ago
City, London
The Collinson Group
Rate: 6 Month Contract
Posted: 7 days ago
London
OHO Group Ltd.
Rate: £500 - £750 per day
Posted: 14 days ago
London
Westbourne Partners
Rate: From £500 to £600 per day
Posted: 5 days ago
West London
Lorien Resourcing
Posted: 3 days ago
London
Westbourne Partners
Rate: From £500 to £600 per day
Posted: 6 days ago
Hounslow, Middlesex
Lorien Resourcing
Posted: 4 days ago
East London
Spencer Rose
Rate: From £593 to £600 per annum
Posted: 5 days ago