The following table provides summary statistics for contract job vacancies advertised in England 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 24 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Warehousing
UK / England
Rank 89 68 55
Rank change year-on-year -21 -13  
Contract jobs citing Data Warehouse 1038 1385 1579
As % of all contract IT jobs advertised in England 2.48% 2.83% 3.30%
As % of the Database & Business Intelligence category 10.87% 12.69% 14.72%
Number of daily rates quoted 709 1005 1066
Median daily rate £450 £433 £427
Median daily rate % change year-on-year +3.98% +1.34%  
90% offered a daily rate of more than £310 £325 £300
10% offered a daily rate of more than £597 £600 £563
UK excluding London median daily rate £400 £413 £400
% change year-on-year -3.03% +3.12%  
Number of hourly rates quoted 6 12 18
Median hourly rate £34.62 £26.46 £38.75
Median hourly rate % change year-on-year +30.82% -31.70%  
90% offered a hourly rate of more than £25.75 £22.55 £24.23
10% offered a hourly rate of more than £40.00 £62.50 £55.00
UK excluding London median hourly rate £35.00 £52.75 £34.00
% change year-on-year -33.64% +55.14%  

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 England with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
England
Contract job vacancies with a requirement for database and business intelligence skills 9545 10913 10725
As % of all contract IT job vacancies advertised in England 22.84% 22.34% 22.43%
Number of daily rates quoted 6487 7385 6968
Median daily rate £450 £425 £410
Median daily rate % change year-on-year +5.88% +3.65%  
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 107 162 145
Median hourly rate £34.24 £32.50 £32.10
Median hourly rate % change year-on-year +5.35% +1.24%  
90% offered a hourly rate of more than £12.00 £15.00 £16.50
10% offered a hourly rate of more than £47.00 £55.00 £46.09
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

Data Warehouse
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Data Warehouse
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Data Warehouse in England

Data Warehouse
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Warehouse in England over the 3 months to 24 March 2017.

Contractor daily rate histogram for Data Warehouse in England

Data Warehouse
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Data Warehouse in England

Data Warehouse
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Data Warehouse in England over the 3 months to 24 March 2017.

Contractor hourly rate histogram for Data Warehouse in England

Data Warehouse
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 Warehouse within the England region over the 3 months to 24 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
London -13 565 £475 +5.49% 119
South East -14 150 £405 -4.82% 31
North West +41 77 £375 -16.66% 39
South West -21 68 £425 +1.19% 25
West Midlands -15 61 £400 -0.12% 25
Yorkshire -40 42 £350 -6.66% 23
East of England -26 35 £438 +16.66% 13
East Midlands -14 30 £300 -28.35% 12
North East -30 8 £538 +2.38% 2
Midlands -10 1 - - 1
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in England

For the 6 months to 24 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 England region with a requirement for Data Warehouse.

1 1232 (54.44%) SQL
2 1182 (52.23%) Business Intelligence
3 911 (40.26%) ETL
4 799 (35.31%) SQL Server
5 703 (31.06%) SQL Server Integration Services
6 555 (24.52%) Finance
7 541 (23.91%) Oracle
8 538 (23.77%) SQL Server Reporting Services
9 534 (23.60%) Agile Software Development
10 514 (22.71%) Microsoft
11 511 (22.58%) Data Modelling
12 446 (19.71%) SQL Server Analysis Services
13 355 (15.69%) Analytics
14 335 (14.80%) T-SQL
15 317 (14.01%) Big Data
16 289 (12.77%) Analytical Skills
17 265 (11.71%) Migration
18 252 (11.14%) Hadoop
19 229 (10.12%) Banking
20 227 (10.03%) Data Analysis
21 206 (9.10%) Data Management
21 206 (9.10%) MS Excel
22 201 (8.88%) SQL Server 2012
23 195 (8.62%) Data Quality
24 192 (8.48%) PL/SQL
25 184 (8.13%) Stakeholder Management
26 183 (8.09%) Kimball Methodology
27 166 (7.34%) Data Migration
27 166 (7.34%) Performance Tuning
28 161 (7.11%) Degree

Data Warehouse
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
1 113 (4.99%) Apache Spark
2 95 (4.20%) SAS
3 81 (3.58%) SharePoint
4 61 (2.70%) Apache Pig
5 33 (1.46%) Oracle SOA Suite
6 24 (1.06%) Confluence
7 21 (0.93%) Apache Solr
8 20 (0.88%) Apache
9 19 (0.84%) Oracle Workflow
9 19 (0.84%) WebLogic
10 15 (0.66%) IIS
11 13 (0.57%) Elasticsearch
12 11 (0.49%) BizTalk Server
13 6 (0.27%) CMS
13 6 (0.27%) GeoServer
13 6 (0.27%) SharePoint 2010
13 6 (0.27%) WebSphere
14 5 (0.22%) Apache Qpid
14 5 (0.22%) PowerExchange
14 5 (0.22%) SharePoint 2013
Applications
1 206 (9.10%) MS Excel
2 43 (1.90%) MS Office
3 19 (0.84%) MS Visio
4 11 (0.49%) MS PowerPoint
4 11 (0.49%) Spreadsheet
5 9 (0.40%) MS Project
6 8 (0.35%) SPSS
7 4 (0.18%) Mathematica
8 3 (0.13%) S-PLUS
9 2 (0.088%) Weka
10 1 (0.044%) Mingle
Business Applications
1 32 (1.41%) Dynamics AX
2 19 (0.84%) Dynamics CRM
2 19 (0.84%) Oracle Applications
3 14 (0.62%) Oracle EBS
3 14 (0.62%) SAP Oil and Gas
4 13 (0.57%) Cognos Business Intelligence
5 12 (0.53%) Oracle ERP
6 8 (0.35%) FastStats
6 8 (0.35%) Oracle BPM
7 7 (0.31%) Oracle Retail
7 7 (0.31%) SAP ERP
8 6 (0.27%) Hyperion Planning
9 5 (0.22%) Dynamics NAV
9 5 (0.22%) Markit EDM
9 5 (0.22%) Oracle 11i
9 5 (0.22%) Salesforce.com CRM
9 5 (0.22%) SAP BPC
9 5 (0.22%) SAP FI
10 4 (0.18%) Oracle Payables
11 3 (0.13%) NetSuite
Cloud Services
1 140 (6.19%) Microsoft Azure
2 83 (3.67%) Amazon AWS
3 27 (1.19%) PaaS
4 21 (0.93%) Cloud Computing
5 15 (0.66%) Amazon EC2
6 14 (0.62%) SaaS
7 12 (0.53%) Data Lake Analytics
8 11 (0.49%) Amazon EMR
8 11 (0.49%) Boomi
8 11 (0.49%) Google Cloud Platform
8 11 (0.49%) IaaS
9 10 (0.44%) Amazon S3
9 10 (0.44%) Azure Machine Learning
10 8 (0.35%) Google Analytics
11 7 (0.31%) Office 365
12 5 (0.22%) IBM Cloud
13 4 (0.18%) Adobe Analytics
13 4 (0.18%) GitHub
14 2 (0.088%) SuccessFactors
14 2 (0.088%) Trello
Communications & Networking
1 17 (0.75%) Internet
2 12 (0.53%) Kerberos
3 11 (0.49%) FTP
4 9 (0.40%) PuTTY
5 8 (0.35%) WinSCP
6 6 (0.27%) LDAP
7 5 (0.22%) AMQP
7 5 (0.22%) VoIP
7 5 (0.22%) Wireshark
8 4 (0.18%) Firewall
8 4 (0.18%) SAN
9 3 (0.13%) Radio Access Network
9 3 (0.13%) SSH
10 2 (0.088%) 2G
10 2 (0.088%) 3G
10 2 (0.088%) Intranet
10 2 (0.088%) LTE
10 2 (0.088%) Network Security
10 2 (0.088%) Unified Communications
10 2 (0.088%) WAN
Database & Business Intelligence
1 799 (35.31%) SQL Server
2 703 (31.06%) SQL Server Integration Services
3 538 (23.77%) SQL Server Reporting Services
4 446 (19.71%) SQL Server Analysis Services
5 317 (14.01%) Big Data
6 252 (11.14%) Hadoop
7 201 (8.88%) SQL Server 2012
8 161 (7.11%) QlikView
9 151 (6.67%) Oracle Database
10 150 (6.63%) BusinessObjects
11 136 (6.01%) Relational Database
12 133 (5.88%) Power BI
13 132 (5.83%) SQL Server 2014
14 128 (5.66%) SQL Server 2008
15 109 (4.82%) OLAP
16 107 (4.73%) Apache Hive
17 86 (3.80%) Oracle BI EE
18 80 (3.54%) NoSQL
19 78 (3.45%) Data Lake
19 78 (3.45%) Oracle Database 11g
Development Applications
1 126 (5.57%) Team Foundation Server
2 69 (3.05%) Talend Open Studio
3 67 (2.96%) Visual Studio
4 62 (2.74%) JIRA
5 33 (1.46%) ERwin
6 29 (1.28%) Oracle APEX
6 29 (1.28%) Oracle Forms
7 27 (1.19%) Git (software)
8 26 (1.15%) Jenkins
9 22 (0.97%) Toad
10 20 (0.88%) Subversion
11 18 (0.80%) Selenium
12 16 (0.71%) SQL Server Management Studio (SSMS)
13 14 (0.62%) HP UFT
14 12 (0.53%) TeamCity
15 10 (0.44%) DbUnit
15 10 (0.44%) Robot Framework
16 7 (0.31%) Eclipse
17 6 (0.27%) Bitbucket
18 5 (0.22%) CMake
General
1 555 (24.52%) Finance
2 229 (10.12%) Banking
3 134 (5.92%) Retail
4 72 (3.18%) Marketing
5 52 (2.30%) Investment Banking
6 48 (2.12%) Telecoms
7 45 (1.99%) Advertising
8 41 (1.81%) Front Office
9 33 (1.46%) Legal
10 27 (1.19%) Manufacturing
11 19 (0.84%) Retail Banking
12 16 (0.71%) Billing
12 16 (0.71%) Corporate Banking
12 16 (0.71%) Electronics
13 15 (0.66%) Publishing
14 13 (0.57%) Back Office
14 13 (0.57%) Pharmaceutical
15 9 (0.40%) Financial Institution
16 7 (0.31%) Games
16 7 (0.31%) German Language
Job Titles
1 949 (41.94%) Developer
2 425 (18.78%) Analyst
3 304 (13.43%) Architect
4 281 (12.42%) Business Intelligence Developer
4 281 (12.42%) SQL Developer
5 178 (7.87%) Data Architect
6 177 (7.82%) ETL Developer
7 172 (7.60%) Data Warehouse Developer
8 166 (7.34%) Business Analyst
9 152 (6.72%) SSIS Developer
10 150 (6.63%) Consultant
11 117 (5.17%) Data Analyst
12 97 (4.29%) SSRS Developer
13 91 (4.02%) Business Developer
13 91 (4.02%) Business Intelligence Analyst
14 87 (3.84%) Oracle Developer
15 85 (3.76%) SQL Analyst
16 83 (3.67%) DBA
17 81 (3.58%) SQL BI Developer
18 78 (3.45%) Project Manager
Libraries, Frameworks & Software Standards
1 150 (6.63%) .NET
2 85 (3.76%) MDX
2 85 (3.76%) XML
3 72 (3.18%) Web Services
4 63 (2.78%) Kafka
5 59 (2.61%) Middleware
6 34 (1.50%) RESTful
7 32 (1.41%) HTML
8 28 (1.24%) J2EE
9 27 (1.19%) Spring
10 24 (1.06%) CSS
10 24 (1.06%) Hibernate
10 24 (1.06%) JSON
11 20 (0.88%) .NET Framework
11 20 (0.88%) jQuery
12 19 (0.84%) REST
13 18 (0.80%) AngularJS
13 18 (0.80%) ASP.NET
14 17 (0.75%) Lucene
15 15 (0.66%) Oracle Fusion
Miscellaneous
1 289 (12.77%) Analytical Skills
2 130 (5.74%) Management Information System
3 78 (3.45%) NHS
4 66 (2.92%) Data Structures
5 65 (2.87%) Computer Science
6 43 (1.90%) Algorithms
7 39 (1.72%) Credit Risk
8 34 (1.50%) Foreign Exchange (FX)
9 30 (1.33%) Replication
10 26 (1.15%) Reference Data
11 22 (0.97%) Data Centre
12 17 (0.75%) SWIFT
12 17 (0.75%) User Experience
13 16 (0.71%) Enterprise Software
14 15 (0.66%) Derivative
15 14 (0.62%) Mainframe
16 13 (0.57%) Equities
16 13 (0.57%) Taxonomies
17 12 (0.53%) Fixed Income
18 11 (0.49%) Clustering
Operating Systems
1 102 (4.51%) Linux
2 101 (4.46%) Unix
3 88 (3.89%) Windows
4 22 (0.97%) Windows Server
5 17 (0.75%) Red Hat Enterprise Linux
6 11 (0.49%) Windows Server 2008
7 10 (0.44%) Oracle Linux
8 8 (0.35%) Windows Server 2012
9 7 (0.31%) CentOS
9 7 (0.31%) Solaris
10 5 (0.22%) Windows Server 2003
11 3 (0.13%) AIX
12 1 (0.044%) Windows 10
12 1 (0.044%) Windows 2000
12 1 (0.044%) Windows Vista
Processes & Methodologies
1 1182 (52.23%) Business Intelligence
2 911 (40.26%) ETL
3 534 (23.60%) Agile Software Development
4 511 (22.58%) Data Modelling
5 355 (15.69%) Analytics
6 265 (11.71%) Migration
7 227 (10.03%) Data Analysis
8 206 (9.10%) Data Management
9 184 (8.13%) Stakeholder Management
10 183 (8.09%) Kimball Methodology
11 166 (7.34%) Data Migration
11 166 (7.34%) Performance Tuning
12 159 (7.03%) Data Integration
13 122 (5.39%) Dimensional Modelling
14 121 (5.35%) Scrum
15 119 (5.26%) Data Architecture
16 109 (4.82%) Visualisation
17 108 (4.77%) Waterfall
18 106 (4.68%) Project Management
19 102 (4.51%) SDLC
Programming Languages
1 1232 (54.44%) SQL
2 335 (14.80%) T-SQL
3 192 (8.48%) PL/SQL
4 156 (6.89%) C#
5 150 (6.63%) Java
6 127 (5.61%) Python
7 73 (3.23%) Scala
8 62 (2.74%) Shell Script
9 57 (2.52%) R
10 47 (2.08%) JavaScript
11 38 (1.68%) VBA
12 31 (1.37%) PowerShell
13 29 (1.28%) Perl
14 27 (1.19%) VB
15 23 (1.02%) Bash Shell
15 23 (1.02%) VB.NET
16 22 (0.97%) Data Analysis Expressions (DAX)
17 20 (0.88%) C++
18 16 (0.71%) C
19 13 (0.57%) ActionScript
Qualifications
1 161 (7.11%) Degree
2 96 (4.24%) Security Cleared
3 57 (2.52%) SC Cleared
4 46 (2.03%) ISEB
5 34 (1.50%) ISTQB
6 18 (0.80%) Microsoft Certification
7 13 (0.57%) ISTQB Foundation Certification
7 13 (0.57%) PMI Certification
8 9 (0.40%) PRINCE2 Certification
9 8 (0.35%) CTC Cleared
9 8 (0.35%) DV Cleared
9 8 (0.35%) ISEB Practitioner
9 8 (0.35%) MCITP
10 7 (0.31%) BPSS Clearance
10 7 (0.31%) MCSE
11 6 (0.27%) ITIL Certification
11 6 (0.27%) PMP
12 4 (0.18%) HND
12 4 (0.18%) MCTS
12 4 (0.18%) Oracle Certification
Quality Assurance & Compliance
1 195 (8.62%) Data Quality
2 112 (4.95%) QA
3 24 (1.06%) Solvency II
4 16 (0.71%) Sarbanes-Oxley
5 14 (0.62%) IFRS
6 13 (0.57%) IFRS 9
7 11 (0.49%) Basel II
7 11 (0.49%) MiFID
8 8 (0.35%) Disclosure Scotland
8 8 (0.35%) GDPR
9 5 (0.22%) PCI DSS
10 3 (0.13%) EMIR
10 3 (0.13%) ISO 9000
10 3 (0.13%) ISO20022
10 3 (0.13%) JSP 440
10 3 (0.13%) PMO
10 3 (0.13%) SLA
11 2 (0.088%) Cyber Essentials
11 2 (0.088%) Dodd-Frank
12 1 (0.044%) COREP
System Software
1 25 (1.10%) HDFS
2 23 (1.02%) Apache Flume
3 20 (0.88%) Oracle RAC
4 18 (0.80%) Virtual Machines
5 9 (0.40%) Docker
6 8 (0.35%) Active Directory
6 8 (0.35%) VMware Infrastructure
7 4 (0.18%) Apache ZooKeeper
8 3 (0.13%) vCloud
9 2 (0.088%) Cronacle
9 2 (0.088%) Hyper-V
9 2 (0.088%) VMware ESXi
10 1 (0.044%) KVM
10 1 (0.044%) Microsoft App-V
10 1 (0.044%) Time Sharing Option
10 1 (0.044%) Virtual Desktop
10 1 (0.044%) Xen
Systems Management
1 25 (1.10%) Hadoop YARN
2 16 (0.71%) Control-M
2 16 (0.71%) Opscode Chef
3 14 (0.62%) Oozie
3 14 (0.62%) Puppet
4 13 (0.57%) Ansible
4 13 (0.57%) HP Quality Center
5 9 (0.40%) Terraform
6 8 (0.35%) Data Guard
6 8 (0.35%) Oracle RMAN
7 6 (0.27%) Oracle Enterprise Manager
7 6 (0.27%) vRealize
8 5 (0.22%) Enterprise Manager Cloud Control
8 5 (0.22%) Failover Clustering
9 3 (0.13%) SCCM
9 3 (0.13%) Tivoli
9 3 (0.13%) Webmin
10 2 (0.088%) SQL Sentry
11 1 (0.044%) Amdocs OSS
11 1 (0.044%) Microsoft Clustering
Vendors
1 541 (23.91%) Oracle
2 514 (22.71%) Microsoft
3 130 (5.74%) Tableau
4 118 (5.21%) SAP
5 116 (5.13%) Informatica
6 114 (5.04%) Teradata
7 85 (3.76%) Cognos
8 69 (3.05%) Talend
9 66 (2.92%) Netezza
10 56 (2.47%) IBM
11 53 (2.34%) MicroStrategy
12 37 (1.63%) Sybase
13 30 (1.33%) Cloudera
13 30 (1.33%) Salesforce.com
14 27 (1.19%) Google
14 27 (1.19%) Hortonworks
15 26 (1.15%) Vertica
16 23 (1.02%) VMware
17 17 (0.75%) Adobe
18 16 (0.71%) Red Hat
Crawley, West Sussex
Oliver James Associates
Rate: £400 - £450 per day + DOE
Posted: 1 hour ago
Manchester, Lancashire
Rullion
Posted: 50 minutes ago
London
Burns Sheehan
Rate: £500 - £595 per day
Posted: 2 hours ago
London
Marcus Donald People
Rate: £350 - £400 per day
Posted: Yesterday
Chesterfield, Derbyshire
Sopra Steria Recruitment
Rate: £Negotiable/Flexible
Posted: 6 hours ago
Tonbridge, Kent
ReThink Recruitment
Rate: £165 - £175 per day
Posted: 2 days ago
Nottingham, Nottinghamshire
Nigel Frank International Ltd
Posted: 2 days ago
Nottingham, Nottinghamshire
The Bridge Ltd
Rate: £250 per day 6 months
Posted: 2 days ago
City, London
onezeero.
Rate: £400 - £500 per day
Posted: 2 days ago
City, London
HFG
Rate: £400 - £600 per day
Posted: 2 days ago
London
Nigel Frank International Ltd
Rate: £300 - £320 per day
Posted: 3 days ago
City, London
TalentFlow
Rate: From £500 to £550 per day £500 to £550 per day
Posted: Yesterday
Warwickshire
Spring Technology
Posted: 2 days ago
Manchester, Lancashire
Nigel Frank International Ltd
Posted: 3 days ago
London
KPRS
Rate: From £400 to £400 per day £400 per day
Posted: 3 days ago
West London
Lorien Resourcing
Posted: 4 hours ago
City, London
Venturi
Rate: £500 - £525 per day
Posted: 3 days ago
Hertfordshire
Opus Recruitment Solutions Ltd
Rate: Market Rate
Posted: 4 days ago
City, London
Venturi
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Lorien Resourcing
Rate: Market Rates
Posted: 6 days ago
London
AMS contingency
Posted: 2 days ago
Gloucestershire
Opus Recruitment Solutions Ltd
Rate: Market Rate
Posted: 3 days ago
West London
Spargonet Consulting Plc
Rate: £350 per day
Posted: 5 days ago
City, London
Eames Consulting
Rate: £400 - £500 per day
Posted: 4 days ago
London
Hanover Recruitment
Rate: £300 - £330 per day
Posted: 4 days ago
London
Hydrogen Group
Rate: £300.00 - £350.00 per day
Posted: 4 days ago
Hounslow, Middlesex
Lorien Resourcing
Posted: Yesterday
London
Westbourne Partners
Rate: From £500 to £600 per day
Posted: 2 days ago
City, London
Testing Circle Ltd
Rate: £250 - £320 per day
Posted: 3 days ago
London
People Source Consulting
Rate: £280 - £320 per day
Posted: 3 days ago