The following table provides summary statistics for contract job vacancies advertised in Berkshire 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
South East / Berkshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 63 79 110
Rank change year-on-year +16 +31  
Contract jobs citing Data Warehouse 32 42 30
As % of all contract IT jobs advertised in Berkshire 1.76% 1.71% 1.01%
As % of the Database & Business Intelligence category 11.85% 12.43% 8.04%
Number of daily rates quoted 17 32 24
Median daily rate £400 £400 £400
90% offered a daily rate of more than £315 £300 £306
10% offered a daily rate of more than £680 £523 £530
UK excluding London median daily rate £400 £420 £400
% change year-on-year -4.76% +5.00%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Berkshire with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Berkshire
Contract job vacancies with a requirement for database and business intelligence skills 270 338 373
As % of all contract IT job vacancies advertised in Berkshire 14.86% 13.73% 12.54%
Number of daily rates quoted 144 219 214
Median daily rate £418 £400 £400
Median daily rate % change year-on-year +4.37% -  
90% offered a daily rate of more than £300 £281 £275
10% offered a daily rate of more than £553 £500 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 19 11 6
Median hourly rate £9.50 £11.56 £55.65
Median hourly rate % change year-on-year -17.83% -79.22%  
UK excluding London median hourly rate £34.62 £32.50 £32.50
% change year-on-year +6.52% -  

Data Warehouse
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire 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 Berkshire

Data Warehouse
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Warehouse in Berkshire

Data Warehouse
Contractor Daily Rate Histogram in Berkshire

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

Contractor daily rate histogram for Data Warehouse in Berkshire

Data Warehouse
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Data Warehouse in Berkshire

Data Warehouse
Contract Job Locations in Berkshire

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 Berkshire 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
Reading +7 11 £350 -12.50% 1
Slough +9 7 £425 +37.09%
Bracknell +4 4 - - 1
Maidenhead - 2 - -
Wokingham +1 1 £325 -38.09%
Newbury - 1 £600 -
Data Warehouse
South East

Data Warehouse
Top 30 Co-occurring IT Skills in Berkshire

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 Berkshire region with a requirement for Data Warehouse.

1 43 (66.15%) Business Intelligence
2 39 (60.00%) SQL
3 30 (46.15%) SQL Server
4 22 (33.85%) SQL Server Integration Services
5 21 (32.31%) ETL
6 18 (27.69%) Finance
7 17 (26.15%) Microsoft
7 17 (26.15%) Analytical Skills
8 16 (24.62%) Data Modelling
9 15 (23.08%) MS Excel
10 14 (21.54%) SQL Server Reporting Services
10 14 (21.54%) Hadoop
11 12 (18.46%) SQL Server 2012
11 12 (18.46%) ITIL
11 12 (18.46%) Oracle
11 12 (18.46%) BusinessObjects
12 11 (16.92%) T-SQL
12 11 (16.92%) Telecoms
12 11 (16.92%) Service Management
12 11 (16.92%) SQL Server Analysis Services
12 11 (16.92%) Power BI
13 10 (15.38%) Analytics
13 10 (15.38%) MS Access
13 10 (15.38%) SAS
14 9 (13.85%) MicroStrategy
14 9 (13.85%) SAP
14 9 (13.85%) Management Information System
14 9 (13.85%) Validation
14 9 (13.85%) Migration
14 9 (13.85%) Agile Software Development

Data Warehouse
Co-occurring IT Skills in Berkshire 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 10 (15.38%) SAS
2 5 (7.69%) SharePoint
3 2 (3.08%) BizTalk Server
3 2 (3.08%) JBoss
4 1 (1.54%) Apache Spark
4 1 (1.54%) MS Exchange
4 1 (1.54%) SharePoint Server
4 1 (1.54%) Skype for Business
Applications
1 15 (23.08%) MS Excel
2 1 (1.54%) MS PowerPoint
2 1 (1.54%) MS Visio
2 1 (1.54%) Spreadsheet
2 1 (1.54%) SPSS
Business Applications
1 5 (7.69%) Cognos Business Intelligence
2 3 (4.62%) NetSuite
3 1 (1.54%) Dynamics NAV
3 1 (1.54%) SAP ERP
3 1 (1.54%) SAP Oil and Gas
3 1 (1.54%) SystmOne
Cloud Services
1 5 (7.69%) Microsoft Azure
2 3 (4.62%) Amazon AWS
3 2 (3.08%) CallidusCloud
4 1 (1.54%) Amazon CloudWatch
4 1 (1.54%) Amazon EC2
4 1 (1.54%) Amazon S3
4 1 (1.54%) AWS CloudFormation
4 1 (1.54%) AWS CloudTrail
4 1 (1.54%) Cloud Computing
4 1 (1.54%) CloudFront
4 1 (1.54%) G Suite
4 1 (1.54%) Google Cloud Platform
4 1 (1.54%) Office 365
4 1 (1.54%) Virtual Private Cloud
Communications & Networking
1 3 (4.62%) Firewall
2 1 (1.54%) 2G
2 1 (1.54%) 3G
2 1 (1.54%) 4G
2 1 (1.54%) IPsec
2 1 (1.54%) Kerberos
2 1 (1.54%) LAN
2 1 (1.54%) LTE
2 1 (1.54%) Radio Access Network
2 1 (1.54%) WAN
Database & Business Intelligence
1 30 (46.15%) SQL Server
2 22 (33.85%) SQL Server Integration Services
3 14 (21.54%) Hadoop
3 14 (21.54%) SQL Server Reporting Services
4 12 (18.46%) BusinessObjects
4 12 (18.46%) SQL Server 2012
5 11 (16.92%) Power BI
5 11 (16.92%) SQL Server Analysis Services
6 10 (15.38%) MS Access
7 6 (9.23%) QlikView
8 5 (7.69%) Big Data
8 5 (7.69%) DB2
8 5 (7.69%) Enterprise Data Warehouse
8 5 (7.69%) OLAP
9 4 (6.15%) Relational Database
10 3 (4.62%) Apache Hive
10 3 (4.62%) DB2 UDB
10 3 (4.62%) SQL Server 2008
10 3 (4.62%) SQL Server 2014
11 2 (3.08%) MongoDB
Development Applications
1 4 (6.15%) Visual Studio
2 1 (1.54%) JIRA
2 1 (1.54%) Talend Open Studio
2 1 (1.54%) Team Foundation Server
General
1 18 (27.69%) Finance
2 11 (16.92%) Telecoms
3 8 (12.31%) Marketing
4 3 (4.62%) Banking
5 2 (3.08%) Legal
5 2 (3.08%) Manufacturing
5 2 (3.08%) Retail
6 1 (1.54%) Advertising
6 1 (1.54%) Electronics
6 1 (1.54%) General Ledger
Job Titles
1 28 (43.08%) Developer
2 12 (18.46%) Business Intelligence Developer
3 10 (15.38%) Analyst
4 8 (12.31%) Service Manager
5 7 (10.77%) SQL Developer
5 7 (10.77%) SSIS Developer
6 5 (7.69%) Architect
6 5 (7.69%) DBA
6 5 (7.69%) Information Manager
6 5 (7.69%) Information Services Manager
6 5 (7.69%) SSRS Developer
7 4 (6.15%) Business Analyst
7 4 (6.15%) Business Developer
7 4 (6.15%) Business Intelligence Analyst
7 4 (6.15%) Cognos Developer
7 4 (6.15%) Consultant
7 4 (6.15%) Data Manager
7 4 (6.15%) ETL Developer
7 4 (6.15%) Lead Developer
7 4 (6.15%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 6 (9.23%) MDX
2 5 (7.69%) .NET
3 4 (6.15%) Velocity
4 2 (3.08%) Java EE
4 2 (3.08%) JSON
4 2 (3.08%) Web Services
4 2 (3.08%) XML
5 1 (1.54%) REST
Miscellaneous
1 17 (26.15%) Analytical Skills
2 9 (13.85%) Management Information System
3 3 (4.62%) Computer Science
4 2 (3.08%) Mainframe
5 1 (1.54%) AS400
5 1 (1.54%) Data Structures
5 1 (1.54%) Enterprise Software
5 1 (1.54%) NHS
5 1 (1.54%) Replication
Operating Systems
1 3 (4.62%) AIX
1 3 (4.62%) Linux
2 2 (3.08%) Unix
2 2 (3.08%) Windows
2 2 (3.08%) Windows Server
2 2 (3.08%) Windows Server 2012
Processes & Methodologies
1 43 (66.15%) Business Intelligence
2 21 (32.31%) ETL
3 16 (24.62%) Data Modelling
4 12 (18.46%) ITIL
5 11 (16.92%) Service Management
6 10 (15.38%) Analytics
7 9 (13.85%) Agile Software Development
7 9 (13.85%) Migration
7 9 (13.85%) Validation
8 8 (12.31%) Data Analysis
8 8 (12.31%) Data Integration
8 8 (12.31%) Dimensional Modelling
8 8 (12.31%) Kimball Methodology
9 7 (10.77%) Information Management
10 6 (9.23%) CRM
10 6 (9.23%) Data Extraction
10 6 (9.23%) Data Migration
10 6 (9.23%) Incident Management
10 6 (9.23%) Problem Management
10 6 (9.23%) Visualisation
Programming Languages
1 39 (60.00%) SQL
2 11 (16.92%) T-SQL
3 5 (7.69%) Java
3 5 (7.69%) VB
4 4 (6.15%) VB.NET
4 4 (6.15%) VBA
5 3 (4.62%) Shell Script
6 2 (3.08%) C#
6 2 (3.08%) COBOL
6 2 (3.08%) Python
6 2 (3.08%) Scala
7 1 (1.54%) C
7 1 (1.54%) Data Analysis Expressions (DAX)
7 1 (1.54%) MATLAB
7 1 (1.54%) PHP
7 1 (1.54%) R
7 1 (1.54%) Ruby
Qualifications
1 6 (9.23%) Degree
2 2 (3.08%) ITIL Foundation Certificate
3 1 (1.54%) ACCA
3 1 (1.54%) AWS Certification
3 1 (1.54%) CCNA
3 1 (1.54%) CCNP
3 1 (1.54%) CIMA
3 1 (1.54%) CISA
3 1 (1.54%) Cisco Certification
3 1 (1.54%) CISM
3 1 (1.54%) CISSP
3 1 (1.54%) MBA
3 1 (1.54%) MCSE
3 1 (1.54%) Microsoft Certification
Quality Assurance & Compliance
1 4 (6.15%) Data Quality
2 3 (4.62%) GDPR
2 3 (4.62%) IFRS
2 3 (4.62%) IFRS 9
3 1 (1.54%) IAS 39
3 1 (1.54%) ISO/IEC 27001
3 1 (1.54%) PCI DSS
3 1 (1.54%) PMO
3 1 (1.54%) QA
3 1 (1.54%) Sarbanes-Oxley
3 1 (1.54%) SLA
System Software
1 1 (1.54%) Active Directory
1 1 (1.54%) Apache Flume
1 1 (1.54%) VMware ESXi
1 1 (1.54%) VMware Infrastructure
1 1 (1.54%) Xen
Systems Management
1 1 (1.54%) Amdocs OSS
1 1 (1.54%) Ansible
1 1 (1.54%) Nagios
1 1 (1.54%) Opscode Chef
1 1 (1.54%) Puppet
Vendors
1 17 (26.15%) Microsoft
2 12 (18.46%) Oracle
3 9 (13.85%) MicroStrategy
3 9 (13.85%) SAP
4 8 (12.31%) Teradata
5 7 (10.77%) Cognos
6 6 (9.23%) Tableau
7 3 (4.62%) Callidus
7 3 (4.62%) IBM
8 2 (3.08%) Ab Initio
8 2 (3.08%) Marketo
8 2 (3.08%) ServiceNow
8 2 (3.08%) VMware
9 1 (1.54%) Citrix
9 1 (1.54%) Cramer
9 1 (1.54%) Hyperion
9 1 (1.54%) Informatica
9 1 (1.54%) Nokia Networks
9 1 (1.54%) Nortel
9 1 (1.54%) Remedy