Period
to 22 July 2017

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 6 months to 22 July 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
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 98 86 56
Rank change year-on-year -12 -30 +5
Contract jobs citing Data Warehouse 2394 2871 3854
As % of all contract IT jobs advertised in the UK 2.50% 2.61% 3.41%
As % of the Database & Business Intelligence category 11.12% 11.83% 14.80%
Number of daily rates quoted 1663 2066 2683
UK median daily rate £450 £428 £425
Median daily rate % change year-on-year +5.26% +0.59% +1.19%
10th Percentile £313 £306 £287
90th Percentile £588 £625 £588
UK excluding London median daily rate £400 £409 £385
% change year-on-year -2.08% +6.10% +2.67%
Number of hourly rates quoted 5 18 36
UK median hourly rate £35.00 £21.75 £33.50
Median hourly rate % change year-on-year +60.92% -35.07% -34.63%
10th Percentile £26.15 £13.65 £18.73
90th Percentile £45.80 £52.25 £57.50
UK excluding London median hourly rate £34.62 £21.75 £32.10
% change year-on-year +59.17% -32.24% -26.63%

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 21531 24274 26032
As % of all contract IT job vacancies advertised in the UK 22.46% 22.06% 23.04%
Number of daily rates quoted 14306 16252 16836
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +5.26%
10th Percentile £300 £280 £263
90th Percentile £619 £600 £575
UK excluding London median daily rate £400 £375 £363
% change year-on-year +6.67% +3.45% +3.57%
Number of hourly rates quoted 269 377 355
UK median hourly rate £31.00 £28.50 £25.00
Median hourly rate % change year-on-year +8.77% +14.00% -13.79%
10th Percentile £11.17 £11.25 £13.75
90th Percentile £52.50 £51.00 £53.12
UK excluding London median hourly rate £32.25 £30.10 £25.00
% change year-on-year +7.13% +20.41% -13.04%

Data Warehouse
Job Vacancy Trend

Job postings citing Data Warehouse as a percentage of all IT jobs advertised.

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 6 months to 22 July 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
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Data Warehouse over the 6 months to 22 July 2017.

Contractor hourly rate histogram for Data Warehouse in the UK

Data Warehouse
Top 17 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 6 months to 22 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -13 2210 £450 +3.45% 286
UK excluding London -9 1229 £400 -2.08% 181
London -6 1127 £475 +2.70% 124
South East +1 381 £425 +1.80% 39
North of England +16 296 £400 - 67
North West +51 176 £400 - 42
Midlands -42 159 £400 -5.88% 26
South West +6 154 £400 - 17
Scotland -8 112 £400 - 19
Yorkshire -29 104 £400 - 23
West Midlands -41 90 £400 -3.03% 16
East of England -28 86 £425 -5.56% 13
East Midlands -16 67 £380 -20.00% 10
Wales +15 40 £375 -
North East +36 21 £538 +37.82% 2
Northern Ireland -39 6 £438 +34.62%
Channel Islands - 1 £500 -

For the 6 months to 22 July 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 1311 (54.76%) SQL
2 1279 (53.43%) Business Intelligence
3 1012 (42.27%) ETL
4 749 (31.29%) SQL Server
5 651 (27.19%) Finance
6 630 (26.32%) SQL Server Integration Services
7 620 (25.90%) Data Modelling
8 609 (25.44%) Agile Software Development
9 523 (21.85%) Oracle
10 506 (21.14%) SQL Server Reporting Services
11 502 (20.97%) Microsoft
12 381 (15.91%) SQL Server Analysis Services
13 376 (15.71%) Analytics
14 340 (14.20%) Migration
15 313 (13.07%) T-SQL
16 265 (11.07%) Data Analysis
17 260 (10.86%) Big Data
18 257 (10.74%) Analytical Skills
19 243 (10.15%) Banking
20 240 (10.03%) Data Management
21 223 (9.31%) Data Quality
22 219 (9.15%) Hadoop
23 214 (8.94%) Kimball Methodology
24 211 (8.81%) Performance Tuning
25 208 (8.69%) Power BI
26 207 (8.65%) Data Migration
27 199 (8.31%) PL/SQL
28 191 (7.98%) Tableau
29 184 (7.69%) Stakeholder Management
30 180 (7.52%) Data Integration

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
1 150 (6.27%) SAS
2 95 (3.97%) Apache Spark
3 58 (2.42%) SharePoint
4 40 (1.67%) Apache
5 33 (1.38%) Apache Pig
6 21 (0.88%) Confluence
7 20 (0.84%) Oracle Workflow
8 19 (0.79%) WebLogic
9 17 (0.71%) Oracle SOA Suite
10 14 (0.58%) PowerExchange
10 14 (0.58%) Tomcat
11 11 (0.46%) Elasticsearch
12 10 (0.42%) IIS
13 8 (0.33%) Apache Solr
13 8 (0.33%) JBoss
13 8 (0.33%) WebSphere
14 7 (0.29%) BizTalk Server
14 7 (0.29%) CMS
14 7 (0.29%) Oracle Coherence
15 6 (0.25%) GeoServer
Applications
1 127 (5.30%) Microsoft Excel
2 50 (2.09%) Microsoft Office
3 36 (1.50%) MS Visio
4 27 (1.13%) SPSS
5 16 (0.67%) Microsoft Project
6 15 (0.63%) Microsoft PowerPoint
7 13 (0.54%) Stata
8 9 (0.38%) Spreadsheet
9 3 (0.13%) Mingle
9 3 (0.13%) S-PLUS
10 1 (0.042%) Mathematica
10 1 (0.042%) Weka
Business Applications
1 18 (0.75%) Cognos Business Intelligence
2 17 (0.71%) Oracle EBS
3 15 (0.63%) Dynamics AX
3 15 (0.63%) Oracle Applications
4 13 (0.54%) Markit EDM
4 13 (0.54%) Oracle ERP
5 10 (0.42%) Oracle BPM
5 10 (0.42%) SAP ERP
6 8 (0.33%) Dynamics CRM
6 8 (0.33%) Oracle 11i
6 8 (0.33%) SAP CRM
6 8 (0.33%) Siebel CRM
7 7 (0.29%) Oracle Retail
8 6 (0.25%) Cognos TM1
8 6 (0.25%) Eagle PACE
9 5 (0.21%) HFM
9 5 (0.21%) Oracle Payables
9 5 (0.21%) SAP IS-U
10 4 (0.17%) Oracle Receivables
11 3 (0.13%) SAP S/4HANA
Cloud Services
1 172 (7.18%) Microsoft Azure
2 136 (5.68%) Amazon AWS
3 23 (0.96%) Azure Data Factory
4 18 (0.75%) Amazon S3
5 16 (0.67%) PaaS
6 14 (0.58%) Amazon EC2
7 13 (0.54%) Google Cloud Platform
7 13 (0.54%) SaaS
8 12 (0.50%) Google Analytics
9 11 (0.46%) IaaS
9 11 (0.46%) Office 365
10 10 (0.42%) Amazon EMR
10 10 (0.42%) AWS Lambda
11 9 (0.38%) Data Lake Analytics
12 8 (0.33%) Adobe Analytics
12 8 (0.33%) AWS CloudFormation
12 8 (0.33%) Cloud Computing
13 7 (0.29%) Azure Machine Learning
14 6 (0.25%) Amazon Kinesis
15 5 (0.21%) Amazon SQS
Communications & Networking
1 13 (0.54%) Internet
1 13 (0.54%) Kerberos
2 8 (0.33%) LDAP
2 8 (0.33%) PuTTY
2 8 (0.33%) WinSCP
3 5 (0.21%) AMQP
3 5 (0.21%) Firewall
3 5 (0.21%) MQTT
3 5 (0.21%) VoIP
3 5 (0.21%) Wireshark
4 4 (0.17%) FTP
4 4 (0.17%) MVNO
4 4 (0.17%) Skype
4 4 (0.17%) SMS
5 3 (0.13%) Intranet
5 3 (0.13%) SSH
6 2 (0.084%) HTTP
6 2 (0.084%) SAN
7 1 (0.042%) 3GPP
7 1 (0.042%) WAN
Database & Business Intelligence
1 749 (31.29%) SQL Server
2 630 (26.32%) SQL Server Integration Services
3 506 (21.14%) SQL Server Reporting Services
4 381 (15.91%) SQL Server Analysis Services
5 260 (10.86%) Big Data
6 219 (9.15%) Hadoop
7 208 (8.69%) Power BI
8 176 (7.35%) Oracle Database
9 165 (6.89%) QlikView
10 161 (6.73%) Relational Database
11 149 (6.22%) SQL Server 2012
12 129 (5.39%) BusinessObjects
13 125 (5.22%) Oracle BI EE
14 117 (4.89%) OLAP
15 110 (4.59%) SQL Server 2008
16 103 (4.30%) Enterprise Data Warehouse
17 101 (4.22%) SQL Server 2014
18 95 (3.97%) Oracle Database 11g
19 87 (3.63%) SQL Server 2016
20 81 (3.38%) Apache Hive
Development Applications
1 120 (5.01%) Team Foundation Server
2 92 (3.84%) JIRA
3 88 (3.68%) Talend Open Studio
4 57 (2.38%) Visual Studio
5 54 (2.26%) Jenkins
6 45 (1.88%) ERwin
7 40 (1.67%) Git (software)
8 38 (1.59%) Oracle APEX
9 36 (1.50%) Toad
10 27 (1.13%) Oracle Forms
11 26 (1.09%) JUnit
11 26 (1.09%) Maven
12 25 (1.04%) Eclipse
12 25 (1.04%) TeamCity
13 23 (0.96%) Subversion
14 17 (0.71%) Mockito
15 16 (0.67%) HP UFT
16 12 (0.50%) Bitbucket
16 12 (0.50%) Octopus Deploy
17 9 (0.38%) Cucumber
General
1 651 (27.19%) Finance
2 243 (10.15%) Banking
3 136 (5.68%) Retail
4 97 (4.05%) Marketing
5 61 (2.55%) Telecoms
6 55 (2.30%) Investment Banking
7 38 (1.59%) Legal
8 31 (1.29%) Retail Banking
9 29 (1.21%) Manufacturing
10 25 (1.04%) Publishing
11 23 (0.96%) Back Office
12 20 (0.84%) Electronics
12 20 (0.84%) Front Office
13 16 (0.67%) Financial Institution
14 15 (0.63%) Billing
15 13 (0.54%) Games
15 13 (0.54%) Pharmaceutical
16 12 (0.50%) Advertising
17 10 (0.42%) Local Government
18 9 (0.38%) Law
Job Titles
1 986 (41.19%) Developer
2 450 (18.80%) Analyst
3 318 (13.28%) Business Intelligence Developer
4 291 (12.16%) SQL Developer
5 272 (11.36%) Architect
6 195 (8.15%) Data Warehouse Developer
7 181 (7.56%) Data Architect
8 170 (7.10%) ETL Developer
9 143 (5.97%) Business Analyst
10 137 (5.72%) Data Analyst
11 134 (5.60%) Consultant
12 128 (5.35%) SSIS Developer
13 95 (3.97%) Oracle Developer
14 94 (3.93%) Project Manager
14 94 (3.93%) SQL BI Developer
15 87 (3.63%) SSRS Developer
16 86 (3.59%) Business Developer
17 85 (3.55%) Business Intelligence Analyst
18 76 (3.17%) Data Engineer
19 68 (2.84%) SQL Analyst
Libraries, Frameworks & Software Standards
1 148 (6.18%) .NET
2 103 (4.30%) MDX
3 88 (3.68%) XML
4 87 (3.63%) Web Services
5 47 (1.96%) HTML
6 37 (1.55%) Middleware
7 36 (1.50%) Kafka
8 35 (1.46%) .NET Framework
8 35 (1.46%) Entity Framework
8 35 (1.46%) Spring
9 31 (1.29%) J2EE
10 27 (1.13%) CSS
10 27 (1.13%) RESTful
11 25 (1.04%) ASP.NET
12 24 (1.00%) JSON
13 23 (0.96%) REST
14 19 (0.79%) jQuery
15 18 (0.75%) Hibernate
15 18 (0.75%) HTML5
16 17 (0.71%) Oracle Fusion
Miscellaneous
1 257 (10.74%) Analytical Skills
2 90 (3.76%) Management Information System
3 73 (3.05%) Data Structures
4 72 (3.01%) Computer Science
5 62 (2.59%) Algorithms
6 47 (1.96%) Greenfield Project
6 47 (1.96%) NHS
7 30 (1.25%) Fixed Income
8 27 (1.13%) Private Cloud
9 26 (1.09%) Derivative
10 24 (1.00%) User Experience
11 23 (0.96%) Credit Risk
12 21 (0.88%) Equities
12 21 (0.88%) Replication
13 18 (0.75%) Enterprise Software
14 15 (0.63%) Data Centre
15 14 (0.58%) Reference Data
16 13 (0.54%) Oracle Exalytics
16 13 (0.54%) Taxonomies
17 11 (0.46%) Reinsurance
Operating Systems
1 117 (4.89%) Linux
2 95 (3.97%) Unix
3 88 (3.68%) Windows
4 26 (1.09%) Windows Server
5 17 (0.71%) Red Hat Enterprise Linux
6 12 (0.50%) Oracle Linux
6 12 (0.50%) Windows Server 2012
7 9 (0.38%) Solaris
8 7 (0.29%) CentOS
9 6 (0.25%) AIX
10 4 (0.17%) Windows Server 2008
11 3 (0.13%) Windows Server 2003
12 1 (0.042%) Android
12 1 (0.042%) OpenVMS
12 1 (0.042%) Tru64
12 1 (0.042%) VMS
12 1 (0.042%) Windows 10
12 1 (0.042%) Windows Vista
Processes & Methodologies
1 1279 (53.43%) Business Intelligence
2 1012 (42.27%) ETL
3 620 (25.90%) Data Modelling
4 609 (25.44%) Agile Software Development
5 376 (15.71%) Analytics
6 340 (14.20%) Migration
7 265 (11.07%) Data Analysis
8 240 (10.03%) Data Management
9 214 (8.94%) Kimball Methodology
10 211 (8.81%) Performance Tuning
11 207 (8.65%) Data Migration
12 184 (7.69%) Stakeholder Management
13 180 (7.52%) Data Integration
14 174 (7.27%) Scrum
15 152 (6.35%) Dimensional Modelling
16 151 (6.31%) Visualisation
17 149 (6.22%) Data Architecture
18 137 (5.72%) ETL Development
19 115 (4.80%) SDLC
20 109 (4.55%) Logical Data Model
Programming Languages
1 1311 (54.76%) SQL
2 313 (13.07%) T-SQL
3 199 (8.31%) PL/SQL
4 158 (6.60%) Java
5 134 (5.60%) Python
6 125 (5.22%) C#
7 72 (3.01%) JavaScript
8 68 (2.84%) Shell Script
9 65 (2.72%) R
10 62 (2.59%) Scala
11 43 (1.80%) PowerShell
12 35 (1.46%) Data Analysis Expressions (DAX)
13 34 (1.42%) C
14 32 (1.34%) VBA
15 28 (1.17%) Bash Shell
16 20 (0.84%) PHP
17 19 (0.79%) C++
18 17 (0.71%) VB.NET
19 16 (0.67%) MATLAB
19 16 (0.67%) Perl
Qualifications
1 151 (6.31%) Degree
2 95 (3.97%) Security Cleared
3 73 (3.05%) SC Cleared
4 43 (1.80%) ISEB
5 24 (1.00%) Computer Science Degree
5 24 (1.00%) ISTQB
6 19 (0.79%) Microsoft Certification
7 13 (0.54%) Master's Degree
7 13 (0.54%) PMI Certification
8 12 (0.50%) MCITP
8 12 (0.50%) PRINCE2 Certification
9 9 (0.38%) ISTQB Foundation Certification
10 8 (0.33%) DV Cleared
10 8 (0.33%) HND
11 7 (0.29%) HNC
11 7 (0.29%) MCSE
11 7 (0.29%) MCTS
12 6 (0.25%) CFA
12 6 (0.25%) ISEB Practitioner
12 6 (0.25%) PMP
Quality Assurance & Compliance
1 223 (9.31%) Data Quality
2 79 (3.30%) QA
3 18 (0.75%) MiFID
4 17 (0.71%) GDPR
5 15 (0.63%) Solvency II
6 12 (0.50%) EMIR
7 11 (0.46%) Disclosure Scotland
8 8 (0.33%) SLA
8 8 (0.33%) WCAG
9 6 (0.25%) IFRS
10 5 (0.21%) IFRS 9
10 5 (0.21%) PCI DSS
10 5 (0.21%) PMO
11 4 (0.17%) Actionable Recommendations
11 4 (0.17%) Basel II
11 4 (0.17%) Basel III
11 4 (0.17%) Sarbanes-Oxley
12 3 (0.13%) FATCA
12 3 (0.13%) JSP 440
13 2 (0.084%) GAAP
System Software
1 21 (0.88%) Oracle RAC
2 18 (0.75%) Docker
3 15 (0.63%) Apache Flume
4 13 (0.54%) HDFS
5 12 (0.50%) Virtual Machines
6 10 (0.42%) Active Directory
7 3 (0.13%) vCloud
7 3 (0.13%) VMware Infrastructure
8 2 (0.084%) Tivoli Workload Scheduler
9 1 (0.042%) Cronacle
9 1 (0.042%) Hyper-V
9 1 (0.042%) VMware ESXi
9 1 (0.042%) vSphere
9 1 (0.042%) Xen
9 1 (0.042%) XenApp
9 1 (0.042%) XenDesktop
Systems Management
1 26 (1.09%) Oozie
2 16 (0.67%) Control-M
3 12 (0.50%) Hadoop YARN
3 12 (0.50%) HP Quality Center
4 10 (0.42%) Opscode Chef
4 10 (0.42%) Oracle RMAN
4 10 (0.42%) Puppet
5 9 (0.38%) Enterprise Manager Cloud Control
6 8 (0.33%) Ansible
6 8 (0.33%) Oracle Enterprise Manager
6 8 (0.33%) vRealize
7 7 (0.29%) Data Guard
7 7 (0.29%) Terraform
8 5 (0.21%) Failover Clustering
9 3 (0.13%) Webmin
10 2 (0.084%) Tivoli
11 1 (0.042%) Kibana
11 1 (0.042%) Kubernetes
11 1 (0.042%) Nagios
11 1 (0.042%) Systems Management Server (SMS)
Vendors
1 523 (21.85%) Oracle
2 502 (20.97%) Microsoft
3 191 (7.98%) Tableau
4 178 (7.44%) Informatica
5 141 (5.89%) SAP
6 138 (5.76%) Teradata
7 88 (3.68%) Talend
8 84 (3.51%) Cognos
9 77 (3.22%) IBM
10 61 (2.55%) MicroStrategy
11 58 (2.42%) Netezza
12 38 (1.59%) Cloudera
13 30 (1.25%) Google
14 28 (1.17%) Greenplum
15 27 (1.13%) Ab Initio
16 21 (0.88%) HP
17 19 (0.79%) Hyperion
17 19 (0.79%) Sybase
17 19 (0.79%) VMware
18 16 (0.67%) Siebel
London
TEKsystems
Rate: £500 - £550 per day
Posted: Yesterday
Reading, Berkshire
Nigel Frank International Ltd
Rate: £500 - £600 per annum
Posted: Yesterday
Chelmsford, Essex
Canary Wharf and City
Rate: Up to £478 per day
Posted: Yesterday
City, London
Nigel Frank International Ltd
Rate: £450 - £465 per day
Posted: 2 days ago
Chelmsford, Essex
ComputAppoint
Rate: £300 - £475 per day
Posted: Yesterday
City, London
onezeero.
Rate: £400 - £450 per day
Posted: 2 days ago
South West London
HAYS INFORMATION TECHNOLOGY
Rate: £420.00 - £450.00 per day
Posted: Yesterday
Merseyside
Venn Group
Rate: £160 - £180 Per Day
Posted: 4 days ago
West Midlands
Experis Ltd
Posted: 2 days ago
London
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 4 days ago
Chelmsford, Essex
Eames Consulting
Rate: £400 - £500 per day
Posted: 2 days ago
Gloucestershire
CPS Group UK
Rate: £400 - £450 per day
Posted: 5 days ago
Northamptonshire
McGregor Boyall
Rate: £60000 - £85000 per annum
Posted: 2 days ago
Leyland, Lancashire
HAYS INFORMATION TECHNOLOGY
Rate: £350.00 - £400.00 per day
Posted: 5 days ago
London
onezeero.
Rate: £300 per day
Posted: 4 days ago
London
Digital Gurus
Rate: £300 - £375 per day
Posted: 2 days ago
Ipswich, Suffolk
Pure Resourcing Solutions
Rate: £25000 - £30000 per annum
Posted: 4 days ago
West Midlands
Digital Gurus
Rate: £400 - £500 per day
Posted: 4 days ago
Nottingham, Nottinghamshire
Evolution Recruitment Solutions
Rate: 350 - 450 per day
Posted: 5 days ago
South West London
Interact Consulting
Rate: 550 - 650
Posted: 3 days ago
Leeds, West Yorkshire
Experis Ltd
Rate: £550.00 - £605.00 per day
Posted: 2 days ago
London
Redrock Consulting Ltd
Rate: £35000 - £40000 per annum
Posted: 4 days ago
Central London / West End
Venturi
Rate: £450 - £550 per day
Posted: 4 days ago
Liverpool, Merseyside
Reed Technology
Rate: £200 per day
Posted: 2 days ago
Crawley, West Sussex
Avios
Rate: From £70,000 to £75,000 per annum
Posted: 2 days ago
London
Ebury
Rate: £400.00 - £450.00 per day
Posted: 3 days ago
London
Cititec
Rate: £500 - £550 per day
Posted: 3 days ago
Chester, Cheshire
Elevate Direct
Rate: £540 per day
Posted: 3 days ago
London
TEKsystems
Rate: £450 - £500 per day
Posted: Yesterday
City, London
The Bridge Ltd
Rate: Unspecified
Posted: 5 days ago