Period
to 24 June 2018

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 6 months to 24 June 2018 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
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 101 76 102
Rank change year-on-year -25 +26 -11
Contract jobs citing Data Warehouse 63 80 83
As % of all contract IT jobs advertised in Berkshire 1.63% 2.18% 1.73%
As % of the Database & Business Intelligence category 9.03% 12.88% 12.28%
Number of daily rates quoted 41 40 56
Berkshire median daily rate £443 £400 £400
Median daily rate % change year-on-year +10.63% - -
10th Percentile £330 £305 £300
90th Percentile £625 £630 £538
South East median daily rate £463 £409 £425
% change year-on-year +13.08% -3.76% +3.03%
Number of hourly rates quoted 0 0 0
Berkshire median hourly rate - - -
South East median hourly rate £21.50 - £51.50

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Berkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Berkshire
Contract vacancies with a requirement for database or business intelligence skills 698 621 676
As % of all contract IT jobs advertised in Berkshire 18.11% 16.95% 14.06%
Number of daily rates quoted 401 328 409
Berkshire median daily rate £425 £416 £415
Median daily rate % change year-on-year +2.10% +0.30% +3.75%
10th Percentile £320 £300 £270
90th Percentile £588 £554 £538
South East median daily rate £438 £413 £395
% change year-on-year +6.06% +4.43% +5.33%
Number of hourly rates quoted 12 36 28
Berkshire median hourly rate £44.75 £9.50 £9.50
Median hourly rate % change year-on-year +371.05% - -70.77%
10th Percentile £11.05 £9.25 £9.25
90th Percentile £57.00 £47.75 £15.00
South East median hourly rate £40.00 £19.00 £34.25
% change year-on-year +110.53% -44.53% +21.78%

Data Warehouse
Job Vacancy Trend in Berkshire

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

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 6 months to 24 June 2018.

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 6 months to 24 June 2018. 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
Reading +2 26 £469 +25.00% 10
Newbury -2 15 £350 -33.33% 1
Bracknell -2 8 £395 -11.43% 1
Slough -11 6 £425 -2.86% 2
Wokingham -6 2 - -
Data Warehouse
South East

For the 6 months to 24 June 2018, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Berkshire region with a requirement for Data Warehouse.

1 39 (61.90%) Business Intelligence
2 23 (36.51%) SQL
3 22 (34.92%) ETL
4 21 (33.33%) Data Modelling
5 20 (31.75%) Analytical Skills
6 19 (30.16%) SQL Server
6 19 (30.16%) Agile Software Development
7 17 (26.98%) Analytics
8 16 (25.40%) Big Data
8 16 (25.40%) Hadoop
9 15 (23.81%) Oracle
10 12 (19.05%) SQL Server Integration Services
10 12 (19.05%) Microsoft Azure
10 12 (19.05%) Tableau
10 12 (19.05%) Power BI
11 11 (17.46%) Microsoft
12 10 (15.87%) Finance
12 10 (15.87%) Apache Flume
12 10 (15.87%) Sqoop
13 9 (14.29%) Migration
13 9 (14.29%) Informatica
14 8 (12.70%) NHS
14 8 (12.70%) Linux
14 8 (12.70%) Java
14 8 (12.70%) Retail
14 8 (12.70%) SQL Server Reporting Services
14 8 (12.70%) Kimball Methodology
14 8 (12.70%) QlikView
14 8 (12.70%) Data Architecture
14 8 (12.70%) PMO

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 (6.35%) Apache Pig
1 4 (6.35%) Liferay
2 3 (4.76%) SAS
3 2 (3.17%) Apache Spark
3 2 (3.17%) SharePoint
4 1 (1.59%) Adobe Experience Manager
4 1 (1.59%) Alfresco
4 1 (1.59%) Documentum
4 1 (1.59%) Drupal
4 1 (1.59%) FileNet
4 1 (1.59%) LiveCycle
4 1 (1.59%) LiveLink
4 1 (1.59%) PowerExchange
Applications
1 3 (4.76%) Microsoft Excel
1 3 (4.76%) SPSS
2 1 (1.59%) Microsoft PowerPoint
2 1 (1.59%) MS Visio
Business Applications
1 1 (1.59%) SAP GRC
1 1 (1.59%) SAP S/4HANA
Cloud Services
1 12 (19.05%) Microsoft Azure
2 6 (9.52%) Azure Data Factory
3 3 (4.76%) PaaS
Communications & Networking
1 2 (3.17%) HTTP
2 1 (1.59%) 3G
2 1 (1.59%) 4G
2 1 (1.59%) LTE
Database & Business Intelligence
1 19 (30.16%) SQL Server
2 16 (25.40%) Big Data
2 16 (25.40%) Hadoop
3 12 (19.05%) Power BI
3 12 (19.05%) SQL Server Integration Services
4 10 (15.87%) Sqoop
5 8 (12.70%) QlikView
5 8 (12.70%) SQL Server Reporting Services
6 7 (11.11%) Azure SQL Database
6 7 (11.11%) Oracle Database
7 6 (9.52%) Data Lake
8 4 (6.35%) Apache Hive
8 4 (6.35%) Azure SQL Data Warehouse
8 4 (6.35%) Enterprise Data Warehouse
8 4 (6.35%) HBase
8 4 (6.35%) Pentaho
9 3 (4.76%) Amazon Redshift
9 3 (4.76%) MongoDB
9 3 (4.76%) Relational Database
9 3 (4.76%) Triplestore
Development Applications
1 4 (6.35%) JIRA
2 2 (3.17%) ERwin
2 2 (3.17%) JMeter
2 2 (3.17%) LoadRunner
2 2 (3.17%) SoapUI
2 2 (3.17%) Visual Studio
3 1 (1.59%) Ant
3 1 (1.59%) Git (software)
3 1 (1.59%) Subversion
3 1 (1.59%) Toad
3 1 (1.59%) Xcode
General
1 10 (15.87%) Finance
2 8 (12.70%) Retail
3 5 (7.94%) Telecoms
4 4 (6.35%) Marketing
5 2 (3.17%) Billing
6 1 (1.59%) Banking
6 1 (1.59%) Legal
Job Titles
1 23 (36.51%) Developer
2 10 (15.87%) Business Intelligence Developer
2 10 (15.87%) Consultant
3 9 (14.29%) Data Consultant
4 8 (12.70%) Architect
5 6 (9.52%) Insight Consultant
5 6 (9.52%) SQL Developer
6 5 (7.94%) Data Architect
6 5 (7.94%) Data Warehouse Developer
6 5 (7.94%) Designer
6 5 (7.94%) Solutions Architect
7 4 (6.35%) SSIS Developer
7 4 (6.35%) Tableau Developer
8 3 (4.76%) Analyst
8 3 (4.76%) Azure Consultant
8 3 (4.76%) Java Developer
9 2 (3.17%) Administrator
9 2 (3.17%) Integration Manager
9 2 (3.17%) Systems Integration Manager
9 2 (3.17%) Systems Manager
Libraries, Frameworks & Software Standards
1 6 (9.52%) Web Services
2 5 (7.94%) HTML
3 4 (6.35%) CSS
3 4 (6.35%) Java EE
3 4 (6.35%) jQuery
3 4 (6.35%) Kafka
4 3 (4.76%) .NET
4 3 (4.76%) AngularJS
4 3 (4.76%) Apache Camel
4 3 (4.76%) Backbone.js
4 3 (4.76%) CSS3
4 3 (4.76%) Durandal
4 3 (4.76%) HTML5
4 3 (4.76%) J2EE
4 3 (4.76%) KnockoutJS
4 3 (4.76%) LESS
4 3 (4.76%) React
4 3 (4.76%) Redux
4 3 (4.76%) RESTful
4 3 (4.76%) Sass
Miscellaneous
1 20 (31.75%) Analytical Skills
2 8 (12.70%) NHS
3 6 (9.52%) Replication
4 4 (6.35%) Data Centre
4 4 (6.35%) Data Structures
5 3 (4.76%) Computer Science
5 3 (4.76%) User Experience
6 2 (3.17%) Management Information System
7 1 (1.59%) Clustering
7 1 (1.59%) Greenfield Project
Operating Systems
1 8 (12.70%) Linux
2 1 (1.59%) Android
2 1 (1.59%) Apple iOS
Processes & Methodologies
1 39 (61.90%) Business Intelligence
2 22 (34.92%) ETL
3 21 (33.33%) Data Modelling
4 19 (30.16%) Agile Software Development
5 17 (26.98%) Analytics
6 9 (14.29%) Migration
7 8 (12.70%) Data Architecture
7 8 (12.70%) Kimball Methodology
8 7 (11.11%) Data Ingestion
8 7 (11.11%) Data Integration
8 7 (11.11%) Logical Data Model
8 7 (11.11%) Project Management
9 6 (9.52%) Data Analytics
9 6 (9.52%) Dimensional Modelling
9 6 (9.52%) Visualisation
10 5 (7.94%) Data Management
10 5 (7.94%) Data Science
10 5 (7.94%) PRINCE2
10 5 (7.94%) Problem-Solving
11 4 (6.35%) Scorecard
Programming Languages
1 23 (36.51%) SQL
2 8 (12.70%) Java
3 7 (11.11%) C#
4 6 (9.52%) T-SQL
5 4 (6.35%) F#
5 4 (6.35%) Python
5 4 (6.35%) R
6 3 (4.76%) JavaScript
7 2 (3.17%) PL/SQL
7 2 (3.17%) VBA
8 1 (1.59%) Objective-C
Qualifications
1 3 (4.76%) Degree
2 2 (3.17%) Computer Science Degree
2 2 (3.17%) SC Cleared
2 2 (3.17%) Security Cleared
3 1 (1.59%) Master's Degree
Quality Assurance & Compliance
1 8 (12.70%) PMO
2 4 (6.35%) ISO/IEC 20000
2 4 (6.35%) Sarbanes-Oxley
3 2 (3.17%) Data Quality
4 1 (1.59%) GDPR
4 1 (1.59%) QA
4 1 (1.59%) SLA
System Software
1 10 (15.87%) Apache Flume
2 6 (9.52%) HDFS
3 2 (3.17%) Docker
3 2 (3.17%) Virtual Machines
Systems Management
1 1 (1.59%) Amdocs OSS
Vendors
1 15 (23.81%) Oracle
2 12 (19.05%) Tableau
3 11 (17.46%) Microsoft
4 9 (14.29%) Informatica
5 6 (9.52%) Cloudera
6 5 (7.94%) SAP
6 5 (7.94%) Talend
7 3 (4.76%) Teradata
7 3 (4.76%) Vertica
8 2 (3.17%) AppDynamics
8 2 (3.17%) Cognos
8 2 (3.17%) Dynatrace
8 2 (3.17%) HP
8 2 (3.17%) SOASTA, Inc
9 1 (1.59%) Ariba
9 1 (1.59%) Citrix
9 1 (1.59%) Ericsson
9 1 (1.59%) Interwoven
9 1 (1.59%) Nortel
9 1 (1.59%) Remedy