Period
to 25 June 2019

The following table provides summary statistics for contract job vacancies advertised in Reading 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 June 2019 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
Berkshire > Reading
6 months to
25 Jun 2019
Same period 2018 Same period 2017
Rank 87 62 64
Rank change year-on-year -25 +2 +22
Contract jobs citing Data Warehouse 17 26 26
As % of all contract IT jobs advertised in Reading 1.24% 1.91% 2.09%
As % of the Database & Business Intelligence category 7.26% 10.97% 10.74%
Number of daily rates quoted 10 22 22
Reading median daily rate £500 £469 £375
Median daily rate % change year-on-year +6.67% +25.00% -11.76%
10th Percentile £298 £388 £300
90th Percentile £592 £648 £500
Berkshire median daily rate £475 £443 £400
% change year-on-year +7.34% +10.63% -
Number of hourly rates quoted 1 0 0
Reading median hourly rate £72.50 - -
Berkshire median hourly rate £72.50 - -

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 Reading with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Reading
Contract vacancies with a requirement for database or business intelligence skills 234 237 242
As % of all contract IT jobs advertised in Reading 17.01% 17.40% 19.47%
Number of daily rates quoted 171 157 139
Reading median daily rate £450 £438 £413
Median daily rate % change year-on-year +2.86% +6.06% -2.94%
10th Percentile £275 £319 £300
90th Percentile £625 £625 £600
Berkshire median daily rate £450 £425 £416
% change year-on-year +5.88% +2.10% +0.60%
Number of hourly rates quoted 8 5 31
Reading median hourly rate £45.00 £12.00 £9.50
Median hourly rate % change year-on-year +275.00% +26.32% -
10th Percentile £24.90 £10.55 £9.25
90th Percentile £72.88 £63.25 £48.00
Berkshire median hourly rate £46.66 £44.75 £9.50
% change year-on-year +4.27% +371.05% -

Data Warehouse
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Warehouse in Reading

Data Warehouse
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Data Warehouse in Reading

Data Warehouse
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Data Warehouse in Reading over the 6 months to 25 June 2019.

Contractor daily rate histogram for Data Warehouse in Reading

Data Warehouse
Contractor Hourly Rate Trend in Reading

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

Contractor hourly rate trend for Data Warehouse in Reading

For the 6 months to 25 June 2019, 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 Reading region with a requirement for Data Warehouse.

1 13 (76.47%) SQL
2 12 (70.59%) Business Intelligence
3 10 (58.82%) Power BI
3 10 (58.82%) Power Platform
4 9 (52.94%) Microsoft Azure
5 7 (41.18%) Data Lake
5 7 (41.18%) Analytics
6 6 (35.29%) SQL Server Integration Services
7 5 (29.41%) Data Modelling
7 5 (29.41%) Azure SQL Database
8 4 (23.53%) Azure SQL Data Warehouse
8 4 (23.53%) Microsoft
8 4 (23.53%) Migration
8 4 (23.53%) Agile Software Development
9 3 (17.65%) Microsoft Analysis Services
9 3 (17.65%) SQL Server Reporting Services
9 3 (17.65%) Degree
9 3 (17.65%) QlikView
9 3 (17.65%) PowerShell
9 3 (17.65%) Data Migration
9 3 (17.65%) DevOps
10 2 (11.76%) HDInsight
10 2 (11.76%) Data Transformation
10 2 (11.76%) Business Analysis
10 2 (11.76%) Hadoop
10 2 (11.76%) Waterfall
10 2 (11.76%) Apache Hive
10 2 (11.76%) Data Quality
10 2 (11.76%) Big Data
10 2 (11.76%) Data Analytics

Data Warehouse
Co-occurring IT Skills in Reading 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:

Applications
1 1 (5.88%) Microsoft Excel
Cloud Services
1 10 (58.82%) Power Platform
2 9 (52.94%) Microsoft Azure
3 2 (11.76%) Data Lake Analytics
3 2 (11.76%) Serverless
4 1 (5.88%) Amazon AWS
4 1 (5.88%) Azure Data Factory
4 1 (5.88%) Azure Functions
4 1 (5.88%) Dynamics 365
4 1 (5.88%) IaaS
4 1 (5.88%) iPaaS
4 1 (5.88%) PaaS
4 1 (5.88%) SaaS
Database & Business Intelligence
1 10 (58.82%) Power BI
2 7 (41.18%) Data Lake
3 6 (35.29%) SQL Server Integration Services
4 5 (29.41%) Azure SQL Database
5 4 (23.53%) Azure SQL Data Warehouse
6 3 (17.65%) Microsoft Analysis Services
6 3 (17.65%) QlikView
6 3 (17.65%) SQL Server Reporting Services
7 2 (11.76%) Apache Hive
7 2 (11.76%) Big Data
7 2 (11.76%) Data Mining
7 2 (11.76%) Hadoop
7 2 (11.76%) HDInsight
7 2 (11.76%) SQL Server
7 2 (11.76%) SQL Server Analysis Services
8 1 (5.88%) NoSQL
8 1 (5.88%) Qlik Sense
8 1 (5.88%) Relational Database
8 1 (5.88%) SQL Server 2012
8 1 (5.88%) SQL Server 2014
Development Applications
1 2 (11.76%) Visual Studio Team System
2 1 (5.88%) Team Foundation Server
General
1 1 (5.88%) Finance
1 1 (5.88%) Telecoms
Job Titles
1 6 (35.29%) Developer
2 4 (23.53%) Business Intelligence Developer
3 3 (17.65%) Field Engineer
3 3 (17.65%) Power BI Developer
4 2 (11.76%) Azure DevOps
4 2 (11.76%) Azure DevOps Engineer
4 2 (11.76%) Azure Engineer
4 2 (11.76%) Consultant
4 2 (11.76%) Data Analytics Engineer
4 2 (11.76%) Data Engineer
4 2 (11.76%) DevOps Engineer
5 1 (5.88%) Azure Consultant
5 1 (5.88%) Business Developer
5 1 (5.88%) Business Intelligence Consultant
5 1 (5.88%) Data Consultant
5 1 (5.88%) Data Migration Engineer
5 1 (5.88%) Data Model Consultant
5 1 (5.88%) Microsoft Engineer
5 1 (5.88%) Power BI Consultant
5 1 (5.88%) SSIS Developer
Libraries, Frameworks & Software Standards
1 1 (5.88%) .NET
1 1 (5.88%) REST
1 1 (5.88%) SOAP
Miscellaneous
1 1 (5.88%) Analytical Skills
1 1 (5.88%) Clustering
1 1 (5.88%) Greenfield Project
1 1 (5.88%) Management Information System
Operating Systems
1 1 (5.88%) Windows
1 1 (5.88%) Windows Server 2008
1 1 (5.88%) Windows Server 2012
Processes & Methodologies
1 12 (70.59%) Business Intelligence
2 7 (41.18%) Analytics
3 5 (29.41%) Data Modelling
4 4 (23.53%) Agile Software Development
4 4 (23.53%) Migration
5 3 (17.65%) Data Migration
5 3 (17.65%) DevOps
6 2 (11.76%) Business Analysis
6 2 (11.76%) Computer Science
6 2 (11.76%) Data Analytics
6 2 (11.76%) Data Extraction
6 2 (11.76%) Data Science
6 2 (11.76%) Data Transformation
6 2 (11.76%) ETL
6 2 (11.76%) Problem-Solving
6 2 (11.76%) Scrum
6 2 (11.76%) Waterfall
7 1 (5.88%) Configuration Management
7 1 (5.88%) Information Management
7 1 (5.88%) Information Security
Programming Languages
1 13 (76.47%) SQL
2 3 (17.65%) PowerShell
3 2 (11.76%) VBA
4 1 (5.88%) C#
4 1 (5.88%) C++
4 1 (5.88%) JavaScript
4 1 (5.88%) T-SQL
4 1 (5.88%) VB
Qualifications
1 3 (17.65%) Degree
2 2 (11.76%) SC Cleared
2 2 (11.76%) Security Cleared
3 1 (5.88%) DV Cleared
Quality Assurance & Compliance
1 2 (11.76%) Data Quality
Systems Management
1 1 (5.88%) Microsoft Clustering
Vendors
1 4 (23.53%) Microsoft
2 2 (11.76%) Informatica
2 2 (11.76%) Teradata
3 1 (5.88%) Databricks
3 1 (5.88%) Oracle