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 28 June 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
UK / England
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 96 90 55
Rank change year-on-year -6 -35  
Contract jobs citing Data Warehouse 1091 1202 1695
As % of all contract IT jobs advertised in England 2.52% 2.43% 3.38%
As % of the Database & Business Intelligence category 11.28% 11.16% 14.26%
Number of daily rates quoted 726 852 1217
Median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% -  
90% offered a daily rate of more than £338 £303 £300
10% offered a daily rate of more than £575 £625 £575
UK excluding London median daily rate £410 £400 £375
% change year-on-year +2.50% +6.66%  
Number of hourly rates quoted 0 16 14
Median hourly rate - £20.50 £33.00
Median hourly rate % change year-on-year - -37.87%  
UK excluding London median hourly rate £52.00 £20.50 £31.50
% change year-on-year +153.65% -34.92%  

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 9673 10772 11887
As % of all contract IT job vacancies advertised in England 22.38% 21.78% 23.67%
Number of daily rates quoted 6387 7370 7871
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25%  
90% offered a daily rate of more than £325 £300 £280
10% offered a daily rate of more than £600 £588 £550
UK excluding London median daily rate £400 £375 £350
% change year-on-year +6.66% +7.14%  
Number of hourly rates quoted 130 180 173
Median hourly rate £31.00 £31.00 £26.00
Median hourly rate % change year-on-year - +19.23%  
90% offered a hourly rate of more than £13.00 £12.70 £15.68
10% offered a hourly rate of more than £50.00 £49.00 £52.17
UK excluding London median hourly rate £38.00 £31.14 £26.00
% change year-on-year +22.04% +19.75%  

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 28 June 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 contractor hourly rates quoted in IT jobs citing Data Warehouse in England.

Contractor hourly rate trend 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 28 June 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 -9 532 £491 +3.42% 101
South East +4 197 £425 +3.65% 34
North West +46 96 £405 +1.25% 37
South West -5 74 £400 +6.66% 15
Yorkshire +3 56 £388 -3.12% 39
East of England -8 44 £450 - 12
East Midlands -4 39 £400 -27.27% 11
West Midlands -31 37 £450 +6.82% 20
North East +74 10 £531 +46.55% 1
Midlands +8 1 - - 34
Data Warehouse
UK

For the 6 months to 28 June 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 1149 (53.92%) SQL
2 1126 (52.84%) Business Intelligence
3 892 (41.86%) ETL
4 646 (30.31%) SQL Server
5 570 (26.75%) SQL Server Integration Services
6 555 (26.04%) Finance
7 528 (24.78%) Data Modelling
8 496 (23.28%) Agile Software Development
9 457 (21.45%) SQL Server Reporting Services
10 455 (21.35%) Oracle
11 452 (21.21%) Microsoft
12 361 (16.94%) SQL Server Analysis Services
13 347 (16.28%) Analytics
14 278 (13.05%) Migration
15 259 (12.15%) T-SQL
16 245 (11.50%) Big Data
17 228 (10.70%) Analytical Skills
17 228 (10.70%) Data Analysis
18 210 (9.85%) Banking
19 207 (9.71%) Data Management
20 206 (9.67%) Hadoop
21 200 (9.39%) Data Quality
22 192 (9.01%) Performance Tuning
23 188 (8.82%) Kimball Methodology
24 183 (8.59%) Power BI
25 171 (8.02%) PL/SQL
26 165 (7.74%) Microsoft Azure
27 162 (7.60%) Data Migration
28 159 (7.46%) Tableau
29 156 (7.32%) Stakeholder Management

Data Warehouse
Co-occurring 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
1 121 (5.68%) SAS
2 97 (4.55%) Apache Spark
3 53 (2.49%) SharePoint
4 36 (1.69%) Apache
5 35 (1.64%) Apache Pig
6 20 (0.94%) Confluence
7 18 (0.84%) Oracle SOA Suite
7 18 (0.84%) Oracle Workflow
8 16 (0.75%) WebLogic
9 11 (0.52%) Elasticsearch
9 11 (0.52%) IIS
9 11 (0.52%) Tomcat
10 10 (0.47%) BizTalk Server
11 9 (0.42%) Apache Solr
12 8 (0.38%) WebSphere
13 7 (0.33%) CMS
13 7 (0.33%) Oracle Coherence
13 7 (0.33%) PowerExchange
14 6 (0.28%) GeoServer
15 5 (0.23%) Apache Qpid
Applications
1 108 (5.07%) Microsoft Excel
2 43 (2.02%) Microsoft Office
3 23 (1.08%) MS Visio
4 22 (1.03%) SPSS
5 15 (0.70%) Microsoft Project
6 13 (0.61%) Microsoft PowerPoint
7 12 (0.56%) Stata
8 9 (0.42%) Spreadsheet
9 3 (0.14%) Mingle
9 3 (0.14%) S-PLUS
10 2 (0.094%) Mathematica
10 2 (0.094%) Weka
Business Applications
1 20 (0.94%) SAP Oil and Gas
2 17 (0.80%) Dynamics AX
2 17 (0.80%) Oracle EBS
3 15 (0.70%) Oracle Applications
4 12 (0.56%) Cognos Business Intelligence
5 11 (0.52%) Oracle ERP
5 11 (0.52%) SAP ERP
6 8 (0.38%) Markit EDM
6 8 (0.38%) Siebel CRM
7 7 (0.33%) Dynamics CRM
7 7 (0.33%) Oracle 11i
7 7 (0.33%) Oracle BPM
7 7 (0.33%) Oracle Retail
8 6 (0.28%) Cognos TM1
9 5 (0.23%) Eagle PACE
9 5 (0.23%) HFM
9 5 (0.23%) Oracle Payables
10 3 (0.14%) Hyperion Planning
10 3 (0.14%) Oracle Receivables
10 3 (0.14%) SAP S/4HANA
Cloud Services
1 165 (7.74%) Microsoft Azure
2 121 (5.68%) Amazon AWS
3 22 (1.03%) Amazon S3
3 22 (1.03%) Azure Data Factory
4 20 (0.94%) Amazon EC2
5 17 (0.80%) Amazon EMR
6 16 (0.75%) PaaS
7 14 (0.66%) Google Analytics
7 14 (0.66%) SaaS
8 13 (0.61%) Google Cloud Platform
9 11 (0.52%) AWS Lambda
10 10 (0.47%) IaaS
10 10 (0.47%) Office 365
11 9 (0.42%) Cloud Computing
12 7 (0.33%) Adobe Analytics
12 7 (0.33%) AWS CloudFormation
12 7 (0.33%) Azure Machine Learning
12 7 (0.33%) Data Lake Analytics
13 6 (0.28%) Amazon Kinesis
14 5 (0.23%) Amazon SQS
Communications & Networking
1 13 (0.61%) Kerberos
2 11 (0.52%) Internet
3 9 (0.42%) PuTTY
4 8 (0.38%) WinSCP
5 6 (0.28%) FTP
5 6 (0.28%) LDAP
6 5 (0.23%) AMQP
6 5 (0.23%) Firewall
6 5 (0.23%) MQTT
6 5 (0.23%) VoIP
6 5 (0.23%) Wireshark
7 4 (0.19%) MVNO
7 4 (0.19%) Skype
8 3 (0.14%) SSH
9 2 (0.094%) Intranet
9 2 (0.094%) Network Security
9 2 (0.094%) SAN
10 1 (0.047%) 4G
10 1 (0.047%) IPsec
10 1 (0.047%) WAN
Database & Business Intelligence
1 646 (30.31%) SQL Server
2 570 (26.75%) SQL Server Integration Services
3 457 (21.45%) SQL Server Reporting Services
4 361 (16.94%) SQL Server Analysis Services
5 245 (11.50%) Big Data
6 206 (9.67%) Hadoop
7 183 (8.59%) Power BI
8 153 (7.18%) Relational Database
9 149 (6.99%) Oracle Database
10 142 (6.66%) QlikView
11 135 (6.34%) SQL Server 2012
12 110 (5.16%) BusinessObjects
13 104 (4.88%) Oracle BI EE
14 102 (4.79%) SQL Server 2014
15 99 (4.65%) OLAP
16 92 (4.32%) SQL Server 2008
17 85 (3.99%) Apache Hive
17 85 (3.99%) Enterprise Data Warehouse
18 84 (3.94%) Oracle Database 11g
19 81 (3.80%) SQL Server 2016
Development Applications
1 117 (5.49%) Team Foundation Server
2 85 (3.99%) JIRA
3 79 (3.71%) Talend Open Studio
4 54 (2.53%) Visual Studio
5 48 (2.25%) Jenkins
6 38 (1.78%) Git (software)
7 35 (1.64%) ERwin
8 34 (1.60%) Oracle APEX
9 32 (1.50%) Toad
10 25 (1.17%) Oracle Forms
11 24 (1.13%) JUnit
12 22 (1.03%) Maven
12 22 (1.03%) TeamCity
13 20 (0.94%) Eclipse
14 19 (0.89%) Subversion
15 16 (0.75%) HP UFT
16 15 (0.70%) Mockito
17 11 (0.52%) Bitbucket
18 10 (0.47%) Octopus Deploy
19 9 (0.42%) Cucumber
General
1 555 (26.04%) Finance
2 210 (9.85%) Banking
3 122 (5.73%) Retail
4 87 (4.08%) Marketing
5 66 (3.10%) Telecoms
6 49 (2.30%) Investment Banking
7 33 (1.55%) Legal
8 28 (1.31%) Manufacturing
9 22 (1.03%) Electronics
9 22 (1.03%) Publishing
10 21 (0.99%) Front Office
11 16 (0.75%) Advertising
11 16 (0.75%) Pharmaceutical
12 15 (0.70%) Billing
13 13 (0.61%) Financial Institution
14 12 (0.56%) Retail Banking
15 10 (0.47%) Back Office
15 10 (0.47%) Local Government
16 8 (0.38%) Games
16 8 (0.38%) German Language
Job Titles
1 887 (41.62%) Developer
2 381 (17.88%) Analyst
3 271 (12.72%) Business Intelligence Developer
4 252 (11.83%) SQL Developer
5 248 (11.64%) Architect
6 175 (8.21%) Data Warehouse Developer
7 159 (7.46%) ETL Developer
8 151 (7.09%) Data Architect
9 128 (6.01%) SSIS Developer
10 126 (5.91%) Business Analyst
11 117 (5.49%) Consultant
12 108 (5.07%) Data Analyst
13 89 (4.18%) SSRS Developer
14 85 (3.99%) Project Manager
15 84 (3.94%) Business Developer
16 81 (3.80%) SQL BI Developer
17 80 (3.75%) Oracle Developer
18 74 (3.47%) Data Engineer
19 67 (3.14%) Business Intelligence Analyst
20 62 (2.91%) Test Analyst
Libraries, Frameworks & Software Standards
1 126 (5.91%) .NET
2 91 (4.27%) MDX
3 75 (3.52%) Web Services
4 67 (3.14%) XML
5 42 (1.97%) Kafka
6 39 (1.83%) HTML
7 37 (1.74%) Middleware
8 33 (1.55%) Spring
9 32 (1.50%) Entity Framework
10 29 (1.36%) .NET Framework
11 28 (1.31%) J2EE
12 27 (1.27%) RESTful
13 25 (1.17%) REST
14 21 (0.99%) JSON
15 20 (0.94%) CSS
16 17 (0.80%) jQuery
17 16 (0.75%) ASP.NET
17 16 (0.75%) Cascading
17 16 (0.75%) Oracle Fusion
18 15 (0.70%) AngularJS
Miscellaneous
1 228 (10.70%) Analytical Skills
2 90 (4.22%) Management Information System
3 68 (3.19%) Algorithms
3 68 (3.19%) Computer Science
4 66 (3.10%) Data Structures
5 51 (2.39%) NHS
6 46 (2.16%) Greenfield Project
7 28 (1.31%) Private Cloud
8 24 (1.13%) Derivative
9 23 (1.08%) Replication
9 23 (1.08%) User Experience
10 20 (0.94%) Enterprise Software
10 20 (0.94%) Fixed Income
11 16 (0.75%) Credit Risk
11 16 (0.75%) Data Centre
11 16 (0.75%) Foreign Exchange (FX)
11 16 (0.75%) Reference Data
12 15 (0.70%) Equities
13 13 (0.61%) Oracle Exalytics
14 12 (0.56%) PMI
Operating Systems
1 112 (5.26%) Linux
2 81 (3.80%) Unix
3 75 (3.52%) Windows
4 20 (0.94%) Windows Server
5 15 (0.70%) Red Hat Enterprise Linux
6 11 (0.52%) Windows Server 2012
7 10 (0.47%) Oracle Linux
8 9 (0.42%) Solaris
9 7 (0.33%) AIX
10 5 (0.23%) CentOS
11 4 (0.19%) Windows Server 2008
12 3 (0.14%) Windows Server 2003
13 1 (0.047%) OpenVMS
13 1 (0.047%) VMS
13 1 (0.047%) Windows 10
13 1 (0.047%) Windows Vista
Processes & Methodologies
1 1126 (52.84%) Business Intelligence
2 892 (41.86%) ETL
3 528 (24.78%) Data Modelling
4 496 (23.28%) Agile Software Development
5 347 (16.28%) Analytics
6 278 (13.05%) Migration
7 228 (10.70%) Data Analysis
8 207 (9.71%) Data Management
9 192 (9.01%) Performance Tuning
10 188 (8.82%) Kimball Methodology
11 162 (7.60%) Data Migration
12 156 (7.32%) Stakeholder Management
13 147 (6.90%) Data Integration
14 135 (6.34%) Visualisation
15 128 (6.01%) Scrum
16 126 (5.91%) Dimensional Modelling
17 124 (5.82%) ETL Development
18 102 (4.79%) Data Architecture
19 95 (4.46%) SDLC
20 92 (4.32%) Project Management
Programming Languages
1 1149 (53.92%) SQL
2 259 (12.15%) T-SQL
3 171 (8.02%) PL/SQL
4 142 (6.66%) Java
5 126 (5.91%) Python
6 100 (4.69%) C#
7 62 (2.91%) Scala
7 62 (2.91%) Shell Script
8 61 (2.86%) JavaScript
9 56 (2.63%) R
10 35 (1.64%) PowerShell
11 28 (1.31%) C
12 27 (1.27%) VBA
13 26 (1.22%) Bash Shell
14 25 (1.17%) Data Analysis Expressions (DAX)
15 20 (0.94%) C++
16 17 (0.80%) PHP
17 15 (0.70%) MATLAB
17 15 (0.70%) Perl
17 15 (0.70%) VB
Qualifications
1 145 (6.80%) Degree
2 87 (4.08%) Security Cleared
3 68 (3.19%) SC Cleared
4 33 (1.55%) ISEB
5 25 (1.17%) Computer Science Degree
6 20 (0.94%) ISTQB
7 15 (0.70%) Microsoft Certification
7 15 (0.70%) PRINCE2 Certification
8 14 (0.66%) Master's Degree
8 14 (0.66%) PMI Certification
9 12 (0.56%) ISTQB Foundation Certification
10 8 (0.38%) DV Cleared
10 8 (0.38%) HND
10 8 (0.38%) MCITP
11 7 (0.33%) HNC
12 6 (0.28%) ISEB Practitioner
13 5 (0.23%) CFA
13 5 (0.23%) CSQA
13 5 (0.23%) MCTS
13 5 (0.23%) PMP
Quality Assurance & Compliance
1 200 (9.39%) Data Quality
2 81 (3.80%) QA
3 18 (0.84%) Solvency II
4 14 (0.66%) GDPR
5 10 (0.47%) Disclosure Scotland
5 10 (0.47%) MiFID
6 9 (0.42%) EMIR
7 8 (0.38%) IFRS
7 8 (0.38%) WCAG
8 7 (0.33%) Basel II
8 7 (0.33%) IFRS 9
8 7 (0.33%) Sarbanes-Oxley
9 5 (0.23%) PCI DSS
9 5 (0.23%) SLA
10 3 (0.14%) JSP 440
10 3 (0.14%) PMO
11 2 (0.094%) Cyber Essentials
11 2 (0.094%) GAAP
11 2 (0.094%) ISO 9000
12 1 (0.047%) IAS 39
System Software
1 20 (0.94%) HDFS
2 19 (0.89%) Oracle RAC
3 18 (0.84%) Apache Flume
4 16 (0.75%) Docker
5 9 (0.42%) Virtual Machines
6 7 (0.33%) Active Directory
7 3 (0.14%) vCloud
7 3 (0.14%) VMware Infrastructure
8 1 (0.047%) Cronacle
8 1 (0.047%) Hyper-V
8 1 (0.047%) Tivoli Workload Scheduler
8 1 (0.047%) VMware ESXi
8 1 (0.047%) vSphere
8 1 (0.047%) Xen
8 1 (0.047%) XenApp
8 1 (0.047%) XenDesktop
Systems Management
1 26 (1.22%) Oozie
2 17 (0.80%) Control-M
2 17 (0.80%) Hadoop YARN
3 16 (0.75%) Puppet
4 15 (0.70%) Ansible
4 15 (0.70%) Opscode Chef
5 13 (0.61%) Terraform
6 12 (0.56%) HP Quality Center
7 9 (0.42%) Oracle Enterprise Manager
7 9 (0.42%) Oracle RMAN
8 8 (0.38%) Enterprise Manager Cloud Control
8 8 (0.38%) vRealize
9 5 (0.23%) Data Guard
9 5 (0.23%) Failover Clustering
10 3 (0.14%) Webmin
11 1 (0.047%) Kibana
11 1 (0.047%) Nagios
11 1 (0.047%) Systems Management Server (SMS)
11 1 (0.047%) Tivoli
Vendors
1 455 (21.35%) Oracle
2 452 (21.21%) Microsoft
3 159 (7.46%) Tableau
4 143 (6.71%) Informatica
5 136 (6.38%) SAP
6 108 (5.07%) Teradata
7 80 (3.75%) Cognos
8 79 (3.71%) Talend
9 71 (3.33%) IBM
10 53 (2.49%) MicroStrategy
11 48 (2.25%) Netezza
12 30 (1.41%) Google
13 29 (1.36%) Greenplum
14 25 (1.17%) Cloudera
15 19 (0.89%) Salesforce.com
16 18 (0.84%) Ab Initio
16 18 (0.84%) Sybase
16 18 (0.84%) VMware
17 16 (0.75%) Vertica
18 15 (0.70%) Red Hat
Leicester, Leicestershire
The Bridge Ltd
Rate: Market Rates
Posted: 1 hour ago
West Sussex
Austin Fraser
Posted: 17 hours ago
London
Computer People
Rate: £550 - £650 per day
Posted: 18 hours ago
Watford, Hertfordshire
TLP Consultancy Ltd.
Posted: Yesterday
Buckinghamshire
Marcus Donald People
Rate: £400 - £450 per day
Posted: 18 hours ago
Birmingham, West Midlands (County)
Spring Technology
Posted: 2 days ago
London
Marks Sattin
Rate: £250 - £300 per day
Posted: 2 days ago
London
TEKsystems
Rate: £450 - £600 per day
Posted: Yesterday
City, London
Lawrence Harvey
Rate: £450.00 per day
Posted: Yesterday
Yorkshire
Nigel Frank International Ltd
Rate: £400 - £450 per annum
Posted: 2 days ago
Reading, Berkshire
Harvey Nash plc
Rate: £450 per day
Posted: 18 hours ago
London
TEKsystems
Rate: £475 - £535 per day
Posted: Yesterday
Bournemouth, Dorset
Nigel Frank International Ltd
Rate: £300 - £350 per day
Posted: 5 days ago
Devon
Opus Recruitment Solutions Ltd
Rate: Market Rate
Posted: 22 hours ago
City, London
Red10
Rate: £450 - £525 per day
Posted: 2 days ago
Leeds, West Yorkshire
Rullion
Posted: 2 days ago
Leeds, West Yorkshire
Rullion
Posted: 2 days ago
Leeds, West Yorkshire
Spring Technology
Posted: 2 days ago
City, London
Devonshire Hayes Recruitment Specialists Ltd
Rate: From £380 to £410 per day
Posted: 5 days ago
Warwick, Warwickshire
Spring Technology
Posted: 6 days ago
Cambridge, Cambridgeshire
Tec Partners
Rate: £0.00 per annum
Posted: 6 days ago
Gloucester, Gloucestershire
Hydrogen Group
Posted: 6 days ago
London
Client Server
Rate: £550 to £650 per day
Posted: 6 days ago
Peterborough, Cambridgeshire
Synergize Consulting
Rate: Unspecified TBC
Posted: Yesterday
Stevenage, Hertfordshire
Opus Recruitment Solutions Ltd
Rate: £300 - £360 per day
Posted: 4 days ago
Staffordshire
Venn Group
Rate: £300 - £325 Per Day
Posted: 5 days ago
City, London
Clear Edge Consulting
Rate: From £200 to £250 per day
Posted: 6 days ago
London
Red10
Rate: £450 - £500 per day
Posted: 5 days ago
London
TLP Consultancy Ltd.
Rate: £550 - £650 per day
Posted: 6 days ago
St. Austell, Cornwall
Imerys Minerals Ltd
Rate: Up to £30,000 per annum Can be home based with some time spent in Par
Posted: 14 days ago