The following table provides summary statistics for contract job vacancies 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 25 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
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 97 92 55
Rank change year-on-year -5 -37  
Contract jobs citing Data Warehouse 1145 1302 1879
As % of all contract IT jobs advertised in the UK 2.47% 2.45% 3.35%
As % of the Database & Business Intelligence category 11.03% 11.24% 14.26%
Number of daily rates quoted 771 927 1326
Median daily rate £450 £430 £420
Median daily rate % change year-on-year +4.65% +2.38%  
90% offered a daily rate of more than £325 £312 £298
10% offered a daily rate of more than £575 £643 £575
UK excluding London median daily rate £400 £410 £375
% change year-on-year -2.43% +9.33%  
Number of hourly rates quoted 1 15 16
Median hourly rate £52.00 £20.50 £33.00
Median hourly rate % change year-on-year +153.65% -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 with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
UK
Contract job vacancies with a requirement for database and business intelligence skills 10379 11588 13176
As % of all contract IT job vacancies advertised in the UK 22.43% 21.84% 23.51%
Number of daily rates quoted 6780 7853 8607
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 £275
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 142 193 183
Median hourly rate £31.50 £31.27 £27.78
Median hourly rate % change year-on-year +0.73% +12.56%  
90% offered a hourly rate of more than £13.20 £12.00 £16.00
10% offered a hourly rate of more than £50.00 £49.00 £52.17
UK excluding London median hourly rate £38.00 £30.50 £26.00
% change year-on-year +24.59% +17.30%  

Data Warehouse
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Data Warehouse
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Warehouse in the UK

Data Warehouse
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Warehouse over the 3 months to 25 June 2017.

Contractor daily rate histogram for Data Warehouse in the UK

Data Warehouse
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Warehouse in the UK

Data Warehouse
Top 30 Contract Locations

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 UK over the 3 months to 25 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
England -4 1065 £450 +2.85% 285
London -7 533 £480 +1.05% 107
South East +2 185 £418 +1.21% 42
City of London -13 99 £493 +9.44% 25
North West +47 90 £400 - 38
South West -4 68 £400 +6.66% 15
Yorkshire -2 53 £375 -6.25% 30
Manchester +38 49 £375 +66.66% 28
Berkshire +24 47 £375 -6.25% 6
Scotland +12 45 £400 - 17
East of England -14 43 £450 - 12
East Midlands -5 40 £400 -27.27% 13
West Midlands -26 38 £375 -12.79% 21
Surrey +12 32 £400 - 13
Hampshire +6 29 £400 -5.88% 6
Oxfordshire -14 29 £476 +19.06% 4
West Yorkshire -2 25 £400 - 18
Edinburgh -8 23 £400 -6.97% 9
Nottinghamshire +12 22 £400 - 4
West Sussex +11 20 £400 +3.22% 3
Oxford -5 20 £500 +19.76% 2
Nottingham +14 18 £400 - 4
Wiltshire +5 18 £425 +1.19% 3
South Yorkshire -3 18 £350 -50.00% 3
Bristol -6 17 £400 +17.64% 6
Sheffield +1 16 £350 -50.00% 2
Cheshire +18 15 £413 - 1
Leeds 0 15 £400 - 15
Wales -4 15 £350 -12.50% 1
Reading +19 14 £375 -21.05%

For the 6 months to 25 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 with a requirement for Data Warehouse.

1 1211 (53.28%) SQL
2 1187 (52.22%) Business Intelligence
3 949 (41.75%) ETL
4 701 (30.84%) SQL Server
5 608 (26.75%) SQL Server Integration Services
6 596 (26.22%) Finance
7 557 (24.51%) Data Modelling
8 525 (23.10%) Agile Software Development
9 498 (21.91%) Oracle
10 482 (21.21%) Microsoft
11 473 (20.81%) SQL Server Reporting Services
12 374 (16.45%) Analytics
13 366 (16.10%) SQL Server Analysis Services
14 301 (13.24%) Migration
15 275 (12.10%) T-SQL
16 251 (11.04%) Big Data
17 249 (10.95%) Data Analysis
18 237 (10.43%) Analytical Skills
19 233 (10.25%) Banking
20 228 (10.03%) Data Management
21 223 (9.81%) Hadoop
22 212 (9.33%) Data Quality
23 195 (8.58%) Performance Tuning
24 188 (8.27%) Kimball Methodology
25 183 (8.05%) Power BI
26 180 (7.92%) PL/SQL
27 179 (7.88%) Data Migration
28 173 (7.61%) Stakeholder Management
29 171 (7.52%) Microsoft Azure
30 168 (7.39%) Informatica

Data Warehouse
Co-occurring IT Skills 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
1 138 (6.07%) SAS
2 101 (4.44%) Apache Spark
3 52 (2.29%) SharePoint
4 37 (1.63%) Apache Pig
5 35 (1.54%) Apache
6 20 (0.88%) Confluence
7 18 (0.79%) Oracle SOA Suite
8 17 (0.75%) Oracle Workflow
9 16 (0.70%) WebLogic
10 11 (0.48%) Tomcat
11 10 (0.44%) Elasticsearch
11 10 (0.44%) IIS
12 9 (0.40%) Apache Solr
12 9 (0.40%) BizTalk Server
12 9 (0.40%) PowerExchange
13 8 (0.35%) WebSphere
14 7 (0.31%) Oracle Coherence
15 6 (0.26%) CMS
15 6 (0.26%) GeoServer
15 6 (0.26%) JBoss
Applications
1 116 (5.10%) Microsoft Excel
2 43 (1.89%) Microsoft Office
3 31 (1.36%) MS Visio
4 27 (1.19%) SPSS
5 20 (0.88%) Microsoft Project
6 17 (0.75%) Microsoft PowerPoint
7 13 (0.57%) Stata
8 9 (0.40%) Spreadsheet
9 3 (0.13%) Mingle
9 3 (0.13%) S-PLUS
10 2 (0.088%) Mathematica
10 2 (0.088%) Weka
Business Applications
1 20 (0.88%) SAP Oil and Gas
2 17 (0.75%) Dynamics AX
2 17 (0.75%) Oracle EBS
3 15 (0.66%) Oracle Applications
4 12 (0.53%) Oracle ERP
4 12 (0.53%) SAP ERP
5 11 (0.48%) Cognos Business Intelligence
6 9 (0.40%) Markit EDM
7 8 (0.35%) Siebel CRM
8 7 (0.31%) Dynamics CRM
8 7 (0.31%) Oracle 11i
8 7 (0.31%) Oracle BPM
8 7 (0.31%) Oracle Retail
9 5 (0.22%) Cognos TM1
9 5 (0.22%) Eagle PACE
9 5 (0.22%) HFM
9 5 (0.22%) Oracle Payables
10 3 (0.13%) Hyperion Planning
10 3 (0.13%) SAP S/4HANA
10 3 (0.13%) Temenos T24
Cloud Services
1 171 (7.52%) Microsoft Azure
2 122 (5.37%) Amazon AWS
3 23 (1.01%) Amazon S3
3 23 (1.01%) Azure Data Factory
4 21 (0.92%) Amazon EC2
5 16 (0.70%) PaaS
6 15 (0.66%) Amazon EMR
7 14 (0.62%) Google Analytics
7 14 (0.62%) SaaS
8 12 (0.53%) Google Cloud Platform
9 11 (0.48%) AWS Lambda
10 10 (0.44%) IaaS
10 10 (0.44%) Office 365
11 9 (0.40%) Cloud Computing
12 8 (0.35%) AWS CloudFormation
13 7 (0.31%) Adobe Analytics
13 7 (0.31%) Data Lake Analytics
14 5 (0.22%) Amazon Kinesis
14 5 (0.22%) Amazon SQS
14 5 (0.22%) Azure Machine Learning
Communications & Networking
1 13 (0.57%) Internet
1 13 (0.57%) Kerberos
2 9 (0.40%) PuTTY
3 8 (0.35%) WinSCP
4 6 (0.26%) FTP
4 6 (0.26%) LDAP
5 5 (0.22%) AMQP
5 5 (0.22%) Firewall
5 5 (0.22%) MQTT
5 5 (0.22%) VoIP
5 5 (0.22%) Wireshark
6 4 (0.18%) MVNO
6 4 (0.18%) Skype
7 3 (0.13%) SSH
8 2 (0.088%) Intranet
8 2 (0.088%) Network Security
9 1 (0.044%) Broadband
9 1 (0.044%) LAN
9 1 (0.044%) SAN
9 1 (0.044%) WAN
Database & Business Intelligence
1 701 (30.84%) SQL Server
2 608 (26.75%) SQL Server Integration Services
3 473 (20.81%) SQL Server Reporting Services
4 366 (16.10%) SQL Server Analysis Services
5 251 (11.04%) Big Data
6 223 (9.81%) Hadoop
7 183 (8.05%) Power BI
8 165 (7.26%) QlikView
9 162 (7.13%) Relational Database
10 156 (6.86%) Oracle Database
11 146 (6.42%) SQL Server 2012
12 124 (5.46%) BusinessObjects
13 111 (4.88%) SQL Server 2014
14 106 (4.66%) Oracle BI EE
15 98 (4.31%) Enterprise Data Warehouse
15 98 (4.31%) SQL Server 2008
16 96 (4.22%) OLAP
17 87 (3.83%) Apache Hive
17 87 (3.83%) SQL Server 2016
18 82 (3.61%) Oracle Database 11g
Development Applications
1 120 (5.28%) Team Foundation Server
2 85 (3.74%) JIRA
3 83 (3.65%) Talend Open Studio
4 52 (2.29%) Visual Studio
5 49 (2.16%) Jenkins
6 44 (1.94%) ERwin
7 39 (1.72%) Git (software)
8 36 (1.58%) Oracle APEX
9 34 (1.50%) Toad
10 25 (1.10%) Oracle Forms
11 24 (1.06%) JUnit
12 22 (0.97%) Maven
12 22 (0.97%) TeamCity
13 21 (0.92%) Subversion
14 20 (0.88%) Eclipse
15 15 (0.66%) HP UFT
15 15 (0.66%) Mockito
16 12 (0.53%) Bitbucket
17 9 (0.40%) FitNesse
17 9 (0.40%) Octopus Deploy
General
1 596 (26.22%) Finance
2 233 (10.25%) Banking
3 136 (5.98%) Retail
4 89 (3.92%) Marketing
5 67 (2.95%) Telecoms
6 48 (2.11%) Investment Banking
7 33 (1.45%) Legal
8 31 (1.36%) Manufacturing
9 23 (1.01%) Front Office
10 22 (0.97%) Electronics
10 22 (0.97%) Publishing
10 22 (0.97%) Retail Banking
11 17 (0.75%) Advertising
11 17 (0.75%) Billing
12 16 (0.70%) Back Office
12 16 (0.70%) Pharmaceutical
13 12 (0.53%) Financial Institution
14 10 (0.44%) Local Government
15 9 (0.40%) Games
16 7 (0.31%) Law
Job Titles
1 929 (40.87%) Developer
2 419 (18.43%) Analyst
3 280 (12.32%) Business Intelligence Developer
4 260 (11.44%) SQL Developer
5 256 (11.26%) Architect
6 181 (7.96%) Data Warehouse Developer
7 167 (7.35%) ETL Developer
8 161 (7.08%) Data Architect
9 140 (6.16%) Business Analyst
10 130 (5.72%) SSIS Developer
11 128 (5.63%) Consultant
12 120 (5.28%) Data Analyst
13 92 (4.05%) Project Manager
14 88 (3.87%) SSRS Developer
15 87 (3.83%) Business Developer
16 84 (3.70%) Oracle Developer
17 81 (3.56%) SQL BI Developer
18 75 (3.30%) Business Intelligence Analyst
19 70 (3.08%) Data Engineer
20 65 (2.86%) Test Analyst
Libraries, Frameworks & Software Standards
1 131 (5.76%) .NET
2 86 (3.78%) MDX
3 81 (3.56%) Web Services
4 72 (3.17%) XML
5 43 (1.89%) Kafka
6 41 (1.80%) HTML
7 39 (1.72%) Middleware
8 33 (1.45%) Spring
9 32 (1.41%) Entity Framework
10 30 (1.32%) J2EE
11 28 (1.23%) .NET Framework
12 27 (1.19%) RESTful
13 24 (1.06%) ASP.NET
13 24 (1.06%) REST
14 23 (1.01%) CSS
15 22 (0.97%) JSON
16 17 (0.75%) jQuery
17 16 (0.70%) Cascading
17 16 (0.70%) Oracle Fusion
18 15 (0.66%) HTML5
Miscellaneous
1 237 (10.43%) Analytical Skills
2 94 (4.14%) Management Information System
3 68 (2.99%) Computer Science
4 66 (2.90%) Algorithms
4 66 (2.90%) Data Structures
5 54 (2.38%) NHS
6 47 (2.07%) Greenfield Project
7 28 (1.23%) Private Cloud
8 24 (1.06%) Credit Risk
9 23 (1.01%) Derivative
9 23 (1.01%) User Experience
10 22 (0.97%) Replication
11 20 (0.88%) Enterprise Software
12 18 (0.79%) Fixed Income
13 16 (0.70%) Data Centre
13 16 (0.70%) Foreign Exchange (FX)
13 16 (0.70%) Reference Data
14 13 (0.57%) Equities
14 13 (0.57%) Oracle Exalytics
14 13 (0.57%) Taxonomies
Operating Systems
1 115 (5.06%) Linux
2 82 (3.61%) Unix
3 74 (3.26%) Windows
4 22 (0.97%) Windows Server
5 15 (0.66%) Red Hat Enterprise Linux
6 12 (0.53%) Windows Server 2012
7 10 (0.44%) Oracle Linux
8 9 (0.40%) Solaris
9 8 (0.35%) AIX
10 5 (0.22%) CentOS
11 4 (0.18%) Windows Server 2008
12 3 (0.13%) Windows Server 2003
13 1 (0.044%) Tru64
13 1 (0.044%) VMS
13 1 (0.044%) Windows 10
13 1 (0.044%) Windows Vista
Processes & Methodologies
1 1187 (52.22%) Business Intelligence
2 949 (41.75%) ETL
3 557 (24.51%) Data Modelling
4 525 (23.10%) Agile Software Development
5 374 (16.45%) Analytics
6 301 (13.24%) Migration
7 249 (10.95%) Data Analysis
8 228 (10.03%) Data Management
9 195 (8.58%) Performance Tuning
10 188 (8.27%) Kimball Methodology
11 179 (7.88%) Data Migration
12 173 (7.61%) Stakeholder Management
13 155 (6.82%) Data Integration
14 142 (6.25%) Visualisation
15 134 (5.90%) Scrum
16 133 (5.85%) Dimensional Modelling
17 125 (5.50%) Data Architecture
18 123 (5.41%) ETL Development
19 104 (4.58%) Project Management
20 102 (4.49%) SDLC
Programming Languages
1 1211 (53.28%) SQL
2 275 (12.10%) T-SQL
3 180 (7.92%) PL/SQL
4 146 (6.42%) Java
5 131 (5.76%) Python
6 105 (4.62%) C#
7 65 (2.86%) Scala
8 64 (2.82%) R
9 61 (2.68%) JavaScript
10 60 (2.64%) Shell Script
11 33 (1.45%) PowerShell
12 32 (1.41%) C
13 27 (1.19%) Bash Shell
13 27 (1.19%) VBA
14 23 (1.01%) Data Analysis Expressions (DAX)
15 20 (0.88%) C++
16 17 (0.75%) PHP
17 16 (0.70%) MATLAB
18 15 (0.66%) Perl
18 15 (0.66%) VB
Qualifications
1 151 (6.64%) Degree
2 87 (3.83%) Security Cleared
3 67 (2.95%) SC Cleared
4 42 (1.85%) ISEB
5 25 (1.10%) Computer Science Degree
6 21 (0.92%) ISTQB
7 15 (0.66%) PMI Certification
7 15 (0.66%) PRINCE2 Certification
8 14 (0.62%) Master's Degree
8 14 (0.62%) Microsoft Certification
9 13 (0.57%) ISTQB Foundation Certification
10 8 (0.35%) DV Cleared
10 8 (0.35%) HND
11 7 (0.31%) HNC
11 7 (0.31%) MCITP
12 6 (0.26%) ISEB Practitioner
12 6 (0.26%) PMP
13 5 (0.22%) CFA
13 5 (0.22%) CSQA
13 5 (0.22%) MCTS
Quality Assurance & Compliance
1 212 (9.33%) Data Quality
2 81 (3.56%) QA
3 18 (0.79%) Solvency II
4 14 (0.62%) GDPR
5 11 (0.48%) Disclosure Scotland
6 10 (0.44%) EMIR
6 10 (0.44%) IFRS
6 10 (0.44%) MiFID
7 8 (0.35%) Basel II
7 8 (0.35%) WCAG
8 7 (0.31%) IFRS 9
8 7 (0.31%) Sarbanes-Oxley
9 6 (0.26%) SLA
10 5 (0.22%) PCI DSS
10 5 (0.22%) PMO
11 4 (0.18%) Basel III
12 3 (0.13%) JSP 440
13 2 (0.088%) Cyber Essentials
13 2 (0.088%) GAAP
13 2 (0.088%) ISO 9000
System Software
1 21 (0.92%) HDFS
2 20 (0.88%) Oracle RAC
3 18 (0.79%) Apache Flume
4 15 (0.66%) Docker
5 8 (0.35%) Active Directory
5 8 (0.35%) Virtual Machines
6 3 (0.13%) vCloud
6 3 (0.13%) VMware Infrastructure
7 2 (0.088%) Tivoli Workload Scheduler
8 1 (0.044%) Cronacle
8 1 (0.044%) Hyper-V
8 1 (0.044%) VMware ESXi
8 1 (0.044%) vSphere
8 1 (0.044%) Xen
8 1 (0.044%) XenApp
8 1 (0.044%) XenDesktop
Systems Management
1 28 (1.23%) Oozie
2 20 (0.88%) Control-M
3 19 (0.84%) Hadoop YARN
4 17 (0.75%) Opscode Chef
4 17 (0.75%) Puppet
5 15 (0.66%) Ansible
5 15 (0.66%) HP Quality Center
6 13 (0.57%) Terraform
7 10 (0.44%) Oracle RMAN
8 8 (0.35%) Enterprise Manager Cloud Control
8 8 (0.35%) Oracle Enterprise Manager
8 8 (0.35%) vRealize
9 5 (0.22%) Data Guard
10 4 (0.18%) Failover Clustering
11 3 (0.13%) Webmin
12 2 (0.088%) Tivoli
13 1 (0.044%) Kibana
13 1 (0.044%) Nagios
13 1 (0.044%) Systems Management Server (SMS)
Vendors
1 498 (21.91%) Oracle
2 482 (21.21%) Microsoft
3 168 (7.39%) Informatica
3 168 (7.39%) Tableau
4 144 (6.34%) SAP
5 131 (5.76%) Teradata
6 86 (3.78%) Cognos
7 83 (3.65%) Talend
8 73 (3.21%) IBM
9 61 (2.68%) MicroStrategy
10 56 (2.46%) Netezza
11 32 (1.41%) Cloudera
12 30 (1.32%) Google
13 29 (1.28%) Greenplum
14 28 (1.23%) Ab Initio
15 19 (0.84%) Salesforce.com
15 19 (0.84%) Sybase
16 18 (0.79%) VMware
17 17 (0.75%) Vertica
18 15 (0.66%) Red Hat
Bournemouth, Dorset
Nigel Frank International Ltd
Rate: £300 - £350 per day
Posted: 2 days ago
Yorkshire
Nigel Frank International Ltd
Rate: £400 - £450 per annum
Posted: Yesterday
City, London
Devonshire Hayes Recruitment Specialists Ltd
Rate: From £380 to £410 per day
Posted: 3 days ago
Stevenage, Hertfordshire
Opus Recruitment Solutions Ltd
Rate: £300 - £360 per day
Posted: Yesterday
Cambridge, Cambridgeshire
Tec Partners
Rate: £0.00 per annum
Posted: 3 days ago
Warwick, Warwickshire
Spring Technology
Posted: 4 days ago
Gloucester, Gloucestershire
Hydrogen Group
Posted: 3 days ago
London
Client Server
Rate: £550 to £650 per day
Posted: 4 days ago
City, London
ARC IT Recruitment Ltd
Rate: £500 - £650 per day
Posted: 4 days ago
Staffordshire
Venn Group
Rate: £300 - £325 Per Day
Posted: 2 days ago
City, London
Clear Edge Consulting
Rate: From £200 to £250 per day
Posted: 3 days ago
Northamptonshire
Nigel Frank International Ltd
Posted: 5 days ago
Berkshire
Square One Resources
Rate: Up to £450 per day
Posted: 5 days ago
Cardiff, South Glamorgan
Sanderson
Rate: £335 - £350 per day
Posted: 3 days ago
Bracknell, Berkshire
Square One Resources
Rate: From £425 to £467 per day
Posted: 6 days ago
London
Computer People
Rate: £450 - £550 per day
Posted: 5 days ago
London
Michael Bailey Associates
Rate: Market Rates
Posted: 4 days ago
Redhill, Surrey
LEXSTRA
Rate: £475 - £500 per day
Posted: 4 days ago
London
Pioneer Search
Rate: £550 - £650 per day
Posted: 4 days ago
London
Red10
Rate: £450 - £500 per day
Posted: 2 days ago
London
TLP Consultancy Ltd.
Rate: £550 - £650 per day
Posted: 3 days ago
North West London
MegaNexus Limited
Rate: Negotiable
Posted: 3 days ago
Edinburgh, Midlothian
Agile Recruitment
Rate: From £400 to £400 per day
Posted: 5 days ago
Oxford, Oxfordshire
MARS Technical Recruitment
Rate: From £40,000 to £45,000 per annum benefits
Posted: 4 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: 11 days ago
Newcastle Upon Tyne, Tyne and Wear
Elevate Direct
Rate: From £400 to £450 per day
Posted: 3 days ago
Newcastle Upon Tyne, Tyne and Wear
Elevate Direct
Rate: From £720 to £766 per day
Posted: 4 days ago
North London
The Bridge Ltd
Rate: Unspecified
Posted: 6 days ago
Merseyside
Rullion
Posted: 6 days ago
Coventry, West Midlands (County)
TEKsystems
Rate: £400 - £500 per day
Posted: 4 days ago