Period
to 23 October 2018

The following table provides summary statistics for contract job vacancies advertised in Bedfordshire 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 23 October 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
East of England > Bedfordshire
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 25 41 54
Rank change year-on-year +16 +13 -13
Contract jobs citing Data Warehouse 29 21 5
As % of all contract IT jobs advertised in Bedfordshire 5.05% 3.12% 0.79%
As % of the Database & Business Intelligence category 21.48% 16.54% 5.81%
Number of daily rates quoted 24 18 4
Bedfordshire median daily rate £450 £438 £488
Median daily rate % change year-on-year +2.86% -10.26% +2.63%
10th Percentile £315 £315 £383
90th Percentile £575 £607 £588
East of England median daily rate £450 £438 £420
% change year-on-year +2.86% +4.17% +12.00%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate - - -

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 Bedfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bedfordshire
Contract vacancies with a requirement for database or business intelligence skills 135 127 86
As % of all contract IT jobs advertised in Bedfordshire 23.52% 18.84% 13.65%
Number of daily rates quoted 104 75 61
Bedfordshire median daily rate £450 £450 £400
Median daily rate % change year-on-year - +12.50% +6.67%
10th Percentile £313 £330 £256
90th Percentile £600 £626 £538
East of England median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +3.33%
Number of hourly rates quoted 2 0 0
Bedfordshire median hourly rate £17.30 - -
East of England median hourly rate £26.00 £30.75 £36.00
% change year-on-year -15.45% -14.58% +14.29%

Data Warehouse
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Data Warehouse in Bedfordshire

Data Warehouse
Contractor Daily Rate Trend in Bedfordshire

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

Contractor daily rate trend for Data Warehouse in Bedfordshire

Data Warehouse
Contractor Daily Rate Histogram in Bedfordshire

The daily rate distribution of IT jobs citing Data Warehouse in Bedfordshire over the 6 months to 23 October 2018.

Contractor daily rate histogram for Data Warehouse in Bedfordshire

Data Warehouse
Contract Job Locations in Bedfordshire

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 Bedfordshire region over the 6 months to 23 October 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
Luton +1 12 £506 -12.72% 4
Bedford +2 3 £315 - 1
Dunstable - 3 £438 -
Data Warehouse
East of England

For the 6 months to 23 October 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 Bedfordshire region with a requirement for Data Warehouse.

1 22 (75.86%) Business Intelligence
2 20 (68.97%) SQL Server
3 15 (51.72%) SQL
4 14 (48.28%) Agile Software Development
5 13 (44.83%) Microsoft
5 13 (44.83%) ETL
6 12 (41.38%) SQL Server 2008
7 10 (34.48%) Stakeholder Management
8 9 (31.03%) SQL Server Integration Services
9 8 (27.59%) RDBMS
9 8 (27.59%) ERP
9 8 (27.59%) OLAP
9 8 (27.59%) Waterfall
9 8 (27.59%) Infor M3
9 8 (27.59%) Relational Database
9 8 (27.59%) Data Structures
10 7 (24.14%) Analytical Skills
10 7 (24.14%) Apache Spark
10 7 (24.14%) HDFS
10 7 (24.14%) Impala
10 7 (24.14%) Oozie
10 7 (24.14%) Big Data
10 7 (24.14%) Apache Hive
10 7 (24.14%) Infor
10 7 (24.14%) Kafka
10 7 (24.14%) Apache Flume
10 7 (24.14%) Analytics
10 7 (24.14%) Contingency Planning
10 7 (24.14%) Scorecard
10 7 (24.14%) Apache Kudu

Data Warehouse
Co-occurring IT Skills in Bedfordshire 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 7 (24.14%) Apache Spark
2 5 (17.24%) SharePoint
Applications
1 2 (6.90%) Microsoft Office
Business Applications
1 8 (27.59%) Infor M3
Cloud Services
1 5 (17.24%) Microsoft Azure
2 4 (13.79%) Amazon AWS
Database & Business Intelligence
1 20 (68.97%) SQL Server
2 12 (41.38%) SQL Server 2008
3 9 (31.03%) SQL Server Integration Services
4 8 (27.59%) OLAP
4 8 (27.59%) RDBMS
4 8 (27.59%) Relational Database
5 7 (24.14%) Apache Hive
5 7 (24.14%) Apache Kudu
5 7 (24.14%) Big Data
5 7 (24.14%) Hadoop
5 7 (24.14%) Impala
5 7 (24.14%) OLTP
6 4 (13.79%) SQL Server Analysis Services
7 3 (10.34%) Power BI
7 3 (10.34%) SQL Server 2012
7 3 (10.34%) SQL Server Reporting Services
8 2 (6.90%) Azure SQL Database
9 1 (3.45%) Azure SQL Data Warehouse
9 1 (3.45%) SQL Server 2016
General
1 7 (24.14%) Retail
2 2 (6.90%) Finance
2 2 (6.90%) Marketing
Job Titles
1 11 (37.93%) Developer
2 9 (31.03%) Architect
3 6 (20.69%) Analyst
3 6 (20.69%) Business Intelligence Developer
3 6 (20.69%) SQL Developer
4 4 (13.79%) Data Analyst
4 4 (13.79%) SQL BI Developer
4 4 (13.79%) Technical Architect
5 3 (10.34%) Big Data Architect
5 3 (10.34%) Business Intelligence Architect
5 3 (10.34%) Data Architect
6 2 (6.90%) Business Analyst
6 2 (6.90%) Business Intelligence Analyst
6 2 (6.90%) Business Intelligence Consultant
6 2 (6.90%) Consultant
6 2 (6.90%) CRM Analyst
6 2 (6.90%) Data Warehouse Analyst
6 2 (6.90%) Microsoft Developer
6 2 (6.90%) Report Analyst
6 2 (6.90%) Senior Developer
Libraries, Frameworks & Software Standards
1 7 (24.14%) Kafka
2 1 (3.45%) .NET
2 1 (3.45%) ASP.NET
Miscellaneous
1 8 (27.59%) Data Structures
2 7 (24.14%) Analytical Skills
Operating Systems
1 7 (24.14%) Unix
2 2 (6.90%) Linux
Processes & Methodologies
1 22 (75.86%) Business Intelligence
2 14 (48.28%) Agile Software Development
3 13 (44.83%) ETL
4 10 (34.48%) Stakeholder Management
5 8 (27.59%) ERP
5 8 (27.59%) Waterfall
6 7 (24.14%) Analytics
6 7 (24.14%) Contingency Planning
6 7 (24.14%) Data Modelling
6 7 (24.14%) Scorecard
6 7 (24.14%) Scrum
6 7 (24.14%) Test Scripting
6 7 (24.14%) Visualisation
7 5 (17.24%) CRM
7 5 (17.24%) Data Engineering
7 5 (17.24%) E-Commerce
8 4 (13.79%) Data Science
9 3 (10.34%) ETL Development
9 3 (10.34%) Kimball Methodology
9 3 (10.34%) Migration
Programming Languages
1 15 (51.72%) SQL
2 7 (24.14%) Python
2 7 (24.14%) Shell Script
3 4 (13.79%) T-SQL
4 2 (6.90%) PL/SQL
4 2 (6.90%) VB
5 1 (3.45%) Java
System Software
1 7 (24.14%) Apache Flume
1 7 (24.14%) HDFS
Systems Management
1 7 (24.14%) Oozie
Vendors
1 13 (44.83%) Microsoft
2 7 (24.14%) Infor
3 4 (13.79%) Tableau
4 3 (10.34%) Oracle