Period
to 25 April 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 25 April 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
25 Apr 2018
Same period 2017 Same period 2016
Rank 102 84 80
Rank change year-on-year -18 -4 +26
Contract jobs citing Data Warehouse 67 73 103
As % of all contract IT jobs advertised in Berkshire 1.67% 1.91% 2.08%
As % of the Database & Business Intelligence category 9.42% 11.83% 15.10%
Number of daily rates quoted 41 40 67
Berkshire median daily rate £425 £406 £425
Median daily rate % change year-on-year +4.62% -4.41% +6.25%
10th Percentile £363 £289 £300
90th Percentile £625 £523 £530
South East median daily rate £425 £425 £425
Number of hourly rates quoted 1 0 0
Berkshire median hourly rate £55.00 - -
South East median hourly rate £38.25 - £34.22

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 711 617 682
As % of all contract IT jobs advertised in Berkshire 17.71% 16.12% 13.75%
Number of daily rates quoted 411 322 423
Berkshire median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +5.77%
10th Percentile £325 £288 £263
90th Percentile £600 £563 £538
South East median daily rate £438 £410 £400
% change year-on-year +6.71% +2.50% +6.67%
Number of hourly rates quoted 6 35 39
Berkshire median hourly rate £50.00 £9.50 £12.50
Median hourly rate % change year-on-year +426.32% -24.00% -63.24%
10th Percentile £38.25 £9.25 £9.25
90th Percentile £64.38 £44.00 £21.85
South East median hourly rate £42.00 £15.90 £26.50
% change year-on-year +164.15% -40.00% -11.67%

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 25 April 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 25 April 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 +15 27 £463 +17.46% 8
Bracknell +1 16 £388 +25.00% 1
Slough -7 6 £425 - 1
Newbury -15 6 - - 2
Wokingham +2 2 - -
Data Warehouse
South East

For the 6 months to 25 April 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 43 (64.18%) Business Intelligence
2 33 (49.25%) SQL
3 31 (46.27%) SQL Server
4 27 (40.30%) Agile Software Development
4 27 (40.30%) SQL Server Integration Services
5 25 (37.31%) ETL
6 20 (29.85%) SQL Server Reporting Services
6 20 (29.85%) Finance
6 20 (29.85%) Analytical Skills
7 18 (26.87%) Data Modelling
8 17 (25.37%) Oracle
9 16 (23.88%) Power BI
9 16 (23.88%) Analytics
10 15 (22.39%) Hadoop
10 15 (22.39%) Big Data
11 13 (19.40%) Tableau
12 12 (17.91%) Kimball Methodology
12 12 (17.91%) Migration
12 12 (17.91%) QlikView
13 11 (16.42%) Microsoft
14 10 (14.93%) Wealth Management
15 9 (13.43%) Sqoop
15 9 (13.43%) Apache Flume
15 9 (13.43%) Data Architecture
15 9 (13.43%) Informatica
15 9 (13.43%) C#
16 8 (11.94%) T-SQL
16 8 (11.94%) Scrum
16 8 (11.94%) Marketing
16 8 (11.94%) Microsoft Azure

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 (5.97%) Apache Pig
2 3 (4.48%) SAS
3 2 (2.99%) Apache Spark
4 1 (1.49%) PowerExchange
4 1 (1.49%) SharePoint
Applications
1 4 (5.97%) Microsoft Excel
2 3 (4.48%) SPSS
Cloud Services
1 8 (11.94%) Microsoft Azure
2 2 (2.99%) Azure Data Factory
2 2 (2.99%) GitHub
2 2 (2.99%) PaaS
3 1 (1.49%) Bluemix
3 1 (1.49%) Data Lake Analytics
3 1 (1.49%) IaaS
3 1 (1.49%) IBM Cloud
Database & Business Intelligence
1 31 (46.27%) SQL Server
2 27 (40.30%) SQL Server Integration Services
3 20 (29.85%) SQL Server Reporting Services
4 16 (23.88%) Power BI
5 15 (22.39%) Big Data
5 15 (22.39%) Hadoop
6 12 (17.91%) QlikView
7 9 (13.43%) Sqoop
8 7 (10.45%) BusinessObjects
8 7 (10.45%) Enterprise Data Warehouse
9 6 (8.96%) Apache Hive
9 6 (8.96%) Azure SQL Database
9 6 (8.96%) Oracle Database
9 6 (8.96%) SQL Server 2008
9 6 (8.96%) SQL Server Analysis Services
10 4 (5.97%) Data Lake
10 4 (5.97%) HBase
10 4 (5.97%) Pentaho
10 4 (5.97%) SQL Server 2012
10 4 (5.97%) SQL Server 2016
Development Applications
1 7 (10.45%) JIRA
2 3 (4.48%) Visual Studio
3 2 (2.99%) Git (software)
3 2 (2.99%) Jenkins
4 1 (1.49%) Toad
General
1 20 (29.85%) Finance
2 8 (11.94%) Marketing
3 3 (4.48%) Billing
4 1 (1.49%) Legal
4 1 (1.49%) Retail
4 1 (1.49%) Telecoms
Job Titles
1 35 (52.24%) Developer
2 21 (31.34%) Business Intelligence Developer
3 16 (23.88%) SQL Developer
4 10 (14.93%) Data Warehouse Developer
4 10 (14.93%) SSIS Developer
5 8 (11.94%) Consultant
5 8 (11.94%) Data Consultant
6 6 (8.96%) Insight Consultant
7 5 (7.46%) Architect
7 5 (7.46%) Designer
7 5 (7.46%) SQL BI Developer
8 4 (5.97%) Cognos Developer
8 4 (5.97%) Data Architect
8 4 (5.97%) Solutions Architect
8 4 (5.97%) Tableau Developer
9 3 (4.48%) Oracle Developer
9 3 (4.48%) PL/SQL Developer
9 3 (4.48%) SSRS Developer
10 2 (2.99%) ETL Developer
10 2 (2.99%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (2.99%) .NET
1 2 (2.99%) Kafka
2 1 (1.49%) CSS
2 1 (1.49%) Dropwizard
2 1 (1.49%) EDI
2 1 (1.49%) Flask
2 1 (1.49%) GraphQL
2 1 (1.49%) JSON
2 1 (1.49%) LESS
2 1 (1.49%) PySpark
2 1 (1.49%) React
2 1 (1.49%) REST
2 1 (1.49%) RESTful
2 1 (1.49%) Sass
2 1 (1.49%) SOAP
2 1 (1.49%) Spark Streaming
2 1 (1.49%) Spring Boot
2 1 (1.49%) Swagger
2 1 (1.49%) Web Services
2 1 (1.49%) XML
Miscellaneous
1 20 (29.85%) Analytical Skills
2 6 (8.96%) Replication
3 4 (5.97%) Data Centre
3 4 (5.97%) Data Structures
4 3 (4.48%) Computer Science
5 2 (2.99%) Greenfield Project
6 1 (1.49%) NHS
Operating Systems
1 6 (8.96%) Linux
Processes & Methodologies
1 43 (64.18%) Business Intelligence
2 27 (40.30%) Agile Software Development
3 25 (37.31%) ETL
4 18 (26.87%) Data Modelling
5 16 (23.88%) Analytics
6 12 (17.91%) Kimball Methodology
6 12 (17.91%) Migration
7 10 (14.93%) Wealth Management
8 9 (13.43%) Data Architecture
9 8 (11.94%) Problem-Solving
9 8 (11.94%) Scrum
10 7 (10.45%) Data Integration
11 6 (8.96%) Data Governance
11 6 (8.96%) ETL Development
11 6 (8.96%) Visualisation
12 5 (7.46%) Data Analytics
12 5 (7.46%) Data Ingestion
12 5 (7.46%) Data Protection
12 5 (7.46%) PRINCE2
12 5 (7.46%) Project Management
Programming Languages
1 33 (49.25%) SQL
2 9 (13.43%) C#
3 8 (11.94%) T-SQL
4 6 (8.96%) Java
4 6 (8.96%) Python
5 4 (5.97%) F#
5 4 (5.97%) R
6 3 (4.48%) PL/SQL
7 2 (2.99%) VBA
8 1 (1.49%) Data Analysis Expressions (DAX)
8 1 (1.49%) ES6
8 1 (1.49%) JavaScript
8 1 (1.49%) U-SQL
Qualifications
1 3 (4.48%) Degree
2 2 (2.99%) SC Cleared
2 2 (2.99%) Security Cleared
3 1 (1.49%) Computer Science Degree
Quality Assurance & Compliance
1 4 (5.97%) ISO/IEC 20000
1 4 (5.97%) Sarbanes-Oxley
2 2 (2.99%) Data Quality
3 1 (1.49%) GDPR
3 1 (1.49%) PMO
3 1 (1.49%) QA
System Software
1 9 (13.43%) Apache Flume
2 5 (7.46%) HDFS
3 2 (2.99%) Docker
3 2 (2.99%) Virtual Machines
Systems Management
1 1 (1.49%) Ambari
1 1 (1.49%) Hadoop YARN
1 1 (1.49%) Kubernetes
1 1 (1.49%) Oozie
Vendors
1 17 (25.37%) Oracle
2 13 (19.40%) Tableau
3 11 (16.42%) Microsoft
4 9 (13.43%) Informatica
5 4 (5.97%) Cloudera
5 4 (5.97%) Cognos
5 4 (5.97%) Talend
6 3 (4.48%) SAP
6 3 (4.48%) Teradata
6 3 (4.48%) Vertica
7 2 (2.99%) Dundas
8 1 (1.49%) Google
8 1 (1.49%) IBM
8 1 (1.49%) Netezza
8 1 (1.49%) Omniture