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 24 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
South East / Berkshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 54 81 51
Rank change year-on-year +27 -30  
Contract jobs citing Data Warehouse 47 42 65
As % of all contract IT jobs advertised in Berkshire 2.60% 1.78% 2.64%
As % of the Database & Business Intelligence category 13.62% 12.39% 17.57%
Number of daily rates quoted 20 24 38
Median daily rate £375 £406 £400
Median daily rate % change year-on-year -7.69% +1.56%  
90% offered a daily rate of more than £310 £300 £221
10% offered a daily rate of more than £555 £518 £513
UK excluding London median daily rate £400 £410 £375
% change year-on-year -2.43% +9.33%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 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 345 339 370
As % of all contract IT job vacancies advertised in Berkshire 19.05% 14.38% 15.02%
Number of daily rates quoted 185 191 218
Median daily rate £405 £415 £400
Median daily rate % change year-on-year -2.40% +3.75%  
90% offered a daily rate of more than £300 £300 £225
10% offered a daily rate of more than £525 £525 £520
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 17 15 3
Median hourly rate £9.50 £9.50 £17.75
Median hourly rate % change year-on-year - -46.47%  
UK excluding London median hourly rate £38.00 £31.00 £26.00
% change year-on-year +22.58% +19.23%  

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 24 June 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 contractor hourly rates quoted in IT 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 24 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
Reading +20 14 £375 -25.00%
Maidenhead +5 7 £310 - 1
Slough -9 5 £650 +92.59%
Bracknell +9 2 £446 - 2
Newbury - 1 £450 - 1
Data Warehouse
South East

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

1 43 (53.75%) SQL
2 41 (51.25%) Business Intelligence
3 28 (35.00%) SQL Server
4 24 (30.00%) Finance
5 21 (26.25%) ETL
5 21 (26.25%) SQL Server Integration Services
6 20 (25.00%) Data Modelling
7 19 (23.75%) Analytical Skills
8 17 (21.25%) MicroStrategy
8 17 (21.25%) SAP
8 17 (21.25%) Data Analysis
9 16 (20.00%) Agile Software Development
10 15 (18.75%) Telecoms
11 14 (17.50%) Migration
11 14 (17.50%) Analytics
12 13 (16.25%) Microsoft
12 13 (16.25%) SQL Server Reporting Services
13 11 (13.75%) DB2
13 11 (13.75%) T-SQL
13 11 (13.75%) SQL Server 2012
14 10 (12.50%) Microsoft Azure
14 10 (12.50%) Big Data
15 9 (11.25%) Hadoop
15 9 (11.25%) Microsoft Excel
15 9 (11.25%) Kimball Methodology
16 8 (10.00%) Power BI
16 8 (10.00%) Stakeholder Management
16 8 (10.00%) Scrum
16 8 (10.00%) Oracle
16 8 (10.00%) BusinessObjects

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 4 (5.00%) MS Project Server
1 4 (5.00%) SharePoint
2 3 (3.75%) SAS
3 2 (2.50%) BizTalk Server
3 2 (2.50%) JBoss
4 1 (1.25%) Apache Spark
4 1 (1.25%) MS Exchange
4 1 (1.25%) SharePoint Server
4 1 (1.25%) Skype for Business
Applications
1 9 (11.25%) Microsoft Excel
2 4 (5.00%) Microsoft Office
2 4 (5.00%) Microsoft Project
Business Applications
1 5 (6.25%) SAP ERP
2 1 (1.25%) Dynamics NAV
2 1 (1.25%) NetSuite
2 1 (1.25%) SAP Oil and Gas
Cloud Services
1 10 (12.50%) Microsoft Azure
2 4 (5.00%) Amazon AWS
3 2 (2.50%) Office 365
4 1 (1.25%) Amazon CloudWatch
4 1 (1.25%) Amazon EC2
4 1 (1.25%) Amazon S3
4 1 (1.25%) AWS CloudFormation
4 1 (1.25%) AWS CloudTrail
4 1 (1.25%) Azure Active Directory
4 1 (1.25%) Azure Data Factory
4 1 (1.25%) CallidusCloud
4 1 (1.25%) Cloud Computing
4 1 (1.25%) CloudFront
4 1 (1.25%) G Suite
4 1 (1.25%) Google Cloud Platform
4 1 (1.25%) Virtual Private Cloud
Communications & Networking
1 4 (5.00%) Firewall
2 1 (1.25%) IPsec
2 1 (1.25%) Kerberos
2 1 (1.25%) LAN
2 1 (1.25%) WAN
Database & Business Intelligence
1 28 (35.00%) SQL Server
2 21 (26.25%) SQL Server Integration Services
3 13 (16.25%) SQL Server Reporting Services
4 11 (13.75%) DB2
4 11 (13.75%) SQL Server 2012
5 10 (12.50%) Big Data
6 9 (11.25%) Hadoop
7 8 (10.00%) BusinessObjects
7 8 (10.00%) Power BI
7 8 (10.00%) SQL Server Analysis Services
8 7 (8.75%) DB2 UDB
9 6 (7.50%) SQL Server 2008
10 5 (6.25%) OLAP
11 4 (5.00%) Enterprise Data Warehouse
11 4 (5.00%) Relational Database
12 3 (3.75%) Apache Hive
12 3 (3.75%) MS Access
12 3 (3.75%) QlikView
12 3 (3.75%) SQL Server 2014
12 3 (3.75%) SQL Server 2016
Development Applications
1 1 (1.25%) JIRA
1 1 (1.25%) PowerDesigner
1 1 (1.25%) Talend Open Studio
1 1 (1.25%) Visual Studio
General
1 24 (30.00%) Finance
2 15 (18.75%) Telecoms
3 7 (8.75%) Marketing
4 3 (3.75%) Banking
5 2 (2.50%) Legal
5 2 (2.50%) Manufacturing
5 2 (2.50%) Retail
6 1 (1.25%) Advertising
6 1 (1.25%) Electronics
6 1 (1.25%) General Ledger
Job Titles
1 25 (31.25%) Developer
2 13 (16.25%) Analyst
3 12 (15.00%) SQL Developer
4 10 (12.50%) Business Intelligence Developer
5 9 (11.25%) Architect
6 7 (8.75%) DBA
6 7 (8.75%) SSIS Developer
7 6 (7.50%) Data Warehouse Developer
7 6 (7.50%) DB2 DBA
8 5 (6.25%) Business Intelligence Specialist
8 5 (6.25%) MI Specialist
8 5 (6.25%) SQL BI Developer
8 5 (6.25%) SQL Server Developer
8 5 (6.25%) SSRS Developer
9 4 (5.00%) Business Intelligence Architect
9 4 (5.00%) QA Analyst
9 4 (5.00%) Quality Analyst
9 4 (5.00%) Senior QA Analyst
9 4 (5.00%) Senior Quality Analyst
9 4 (5.00%) Technical Specialist
Libraries, Frameworks & Software Standards
1 5 (6.25%) MDX
2 3 (3.75%) XML
3 2 (2.50%) .NET
3 2 (2.50%) Java EE
3 2 (2.50%) JSON
3 2 (2.50%) Web Services
4 1 (1.25%) J2EE
4 1 (1.25%) Middleware
4 1 (1.25%) REST
4 1 (1.25%) Velocity
4 1 (1.25%) XML Schema
4 1 (1.25%) XSD
Miscellaneous
1 19 (23.75%) Analytical Skills
2 5 (6.25%) Management Information System
3 3 (3.75%) Mainframe
4 2 (2.50%) Data Structures
4 2 (2.50%) Greenfield Project
4 2 (2.50%) PMI
4 2 (2.50%) Reference Data
5 1 (1.25%) AS400
5 1 (1.25%) Enterprise Software
5 1 (1.25%) N-Tier
5 1 (1.25%) Replication
Operating Systems
1 7 (8.75%) AIX
1 7 (8.75%) Linux
2 3 (3.75%) Windows
3 2 (2.50%) Windows Server
3 2 (2.50%) Windows Server 2012
4 1 (1.25%) Unix
Processes & Methodologies
1 41 (51.25%) Business Intelligence
2 21 (26.25%) ETL
3 20 (25.00%) Data Modelling
4 17 (21.25%) Data Analysis
5 16 (20.00%) Agile Software Development
6 14 (17.50%) Analytics
6 14 (17.50%) Migration
7 9 (11.25%) Kimball Methodology
8 8 (10.00%) Scrum
8 8 (10.00%) Stakeholder Management
9 7 (8.75%) Coaching
9 7 (8.75%) ERP
9 7 (8.75%) ITIL
10 6 (7.50%) Data Migration
10 6 (7.50%) Logical Data Model
10 6 (7.50%) Physical Data Model
10 6 (7.50%) Validation
11 5 (6.25%) Customer Analysis
11 5 (6.25%) Data Integration
11 5 (6.25%) Visualisation
Programming Languages
1 43 (53.75%) SQL
2 11 (13.75%) T-SQL
3 6 (7.50%) Shell Script
4 5 (6.25%) Java
5 3 (3.75%) COBOL
6 2 (2.50%) C#
6 2 (2.50%) Data Analysis Expressions (DAX)
6 2 (2.50%) Scala
6 2 (2.50%) VB
6 2 (2.50%) VB.NET
7 1 (1.25%) PHP
7 1 (1.25%) PL/SQL
7 1 (1.25%) PowerShell
7 1 (1.25%) Python
7 1 (1.25%) Ruby
7 1 (1.25%) VBA
Qualifications
1 6 (7.50%) Degree
2 4 (5.00%) CSQA
3 2 (2.50%) ITIL Foundation Certificate
3 2 (2.50%) Microsoft Certification
3 2 (2.50%) PMI Certification
4 1 (1.25%) ACCA
4 1 (1.25%) AWS Certification
4 1 (1.25%) CCNA
4 1 (1.25%) CCNP
4 1 (1.25%) CIMA
4 1 (1.25%) CISA
4 1 (1.25%) Cisco Certification
4 1 (1.25%) CISM
4 1 (1.25%) CISSP
4 1 (1.25%) MBA
4 1 (1.25%) MCSA
4 1 (1.25%) MCSE
4 1 (1.25%) PRINCE2 Certification
Quality Assurance & Compliance
1 7 (8.75%) Data Quality
2 5 (6.25%) QA
3 3 (3.75%) GDPR
3 3 (3.75%) IFRS
3 3 (3.75%) IFRS 9
4 1 (1.25%) IAS 39
4 1 (1.25%) ISO/IEC 27001
4 1 (1.25%) PCI DSS
4 1 (1.25%) PMO
4 1 (1.25%) Sarbanes-Oxley
System Software
1 2 (2.50%) Active Directory
2 1 (1.25%) Apache Flume
2 1 (1.25%) Hyper-V
2 1 (1.25%) VMware ESXi
2 1 (1.25%) VMware Infrastructure
2 1 (1.25%) Xen
Systems Management
1 4 (5.00%) HP Quality Center
2 1 (1.25%) Ansible
2 1 (1.25%) Nagios
2 1 (1.25%) Opscode Chef
2 1 (1.25%) Puppet
Vendors
1 17 (21.25%) MicroStrategy
1 17 (21.25%) SAP
2 13 (16.25%) Microsoft
3 8 (10.00%) IBM
3 8 (10.00%) Oracle
4 6 (7.50%) Progress
4 6 (7.50%) Teradata
5 4 (5.00%) Ab Initio
6 3 (3.75%) ServiceNow
6 3 (3.75%) Tableau
6 3 (3.75%) VMware
7 1 (1.25%) Callidus
7 1 (1.25%) Chordiant
7 1 (1.25%) Cloudera
7 1 (1.25%) Google
7 1 (1.25%) Marketo
7 1 (1.25%) Palo Alto
7 1 (1.25%) Pega
7 1 (1.25%) Salesforce.com
7 1 (1.25%) Talend
Berkshire
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