Period
to 17 July 2018

The following table provides summary statistics for contract job vacancies advertised in Bedford 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 17 July 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
Bedfordshire > Bedford
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 13 19 13
Rank change year-on-year +6 -6 +5
Contract jobs citing Data Warehouse 4 1 1
As % of all contract IT jobs advertised in Bedford 4.82% 1.28% 1.41%
As % of the Database & Business Intelligence category 33.33% 12.50% 6.67%
Number of daily rates quoted 4 2 1
Bedford median daily rate £315 £310 £338
Median daily rate % change year-on-year +1.61% -8.15% -6.90%
Bedfordshire median daily rate £400 £450 £463
% change year-on-year -11.11% -2.70% -11.90%
Number of hourly rates quoted 0 0 0
Bedford median hourly rate - - -
Bedfordshire 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 Bedford with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bedford
Contract vacancies with a requirement for database or business intelligence skills 12 8 15
As % of all contract IT jobs advertised in Bedford 14.46% 10.26% 21.13%
Number of daily rates quoted 7 4 12
Bedford median daily rate £350 £324 £400
Median daily rate % change year-on-year +8.11% -19.06% +17.65%
10th Percentile £284 £277 £322
90th Percentile £453 £457 £483
Bedfordshire median daily rate £450 £425 £385
% change year-on-year +5.88% +10.39% -6.67%
Number of hourly rates quoted 1 0 1
Bedford median hourly rate £14.60 - £19.00
10th Percentile £13.68 - £18.50
90th Percentile £15.53 - £19.50
Bedfordshire median hourly rate £14.30 - £46.50

Data Warehouse
Job Vacancy Trend in Bedford

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

Job vacancy trend for Data Warehouse in Bedford

Data Warehouse
Contractor Daily Rate Trend in Bedford

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

Contractor daily rate trend for Data Warehouse in Bedford

Data Warehouse
Contractor Daily Rate Histogram in Bedford

The daily rate distribution of IT jobs citing Data Warehouse in Bedford over the 6 months to 17 July 2018.

Contractor daily rate histogram for Data Warehouse in Bedford

For the 6 months to 17 July 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 Bedford region with a requirement for Data Warehouse.

1 4 (100.00%) Oracle
1 4 (100.00%) SQL Server
2 3 (75.00%) Microsoft
2 3 (75.00%) Oracle Database 10g
2 3 (75.00%) Migration
2 3 (75.00%) PostgreSQL
2 3 (75.00%) JavaScript
2 3 (75.00%) Perl
2 3 (75.00%) .NET
2 3 (75.00%) Python
2 3 (75.00%) Ruby
2 3 (75.00%) Data Migration
2 3 (75.00%) PowerShell
2 3 (75.00%) Microsoft Azure
2 3 (75.00%) Oracle Database
2 3 (75.00%) Data Encryption
2 3 (75.00%) Azure SQL Data Warehouse
3 1 (25.00%) Power BI
3 1 (25.00%) Performance Tuning
3 1 (25.00%) Relational Database
3 1 (25.00%) Waterfall
3 1 (25.00%) Data Quality
3 1 (25.00%) SQL Server 2012
3 1 (25.00%) Data Cleansing
3 1 (25.00%) Data Mapping
3 1 (25.00%) SQL Server Integration Services
3 1 (25.00%) Agile Software Development
3 1 (25.00%) Data Management
3 1 (25.00%) Data Analysis
3 1 (25.00%) CRM

Data Warehouse
Co-occurring IT Skills in Bedford 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:

Cloud Services
1 3 (75.00%) Microsoft Azure
Database & Business Intelligence
1 4 (100.00%) SQL Server
2 3 (75.00%) Azure SQL Data Warehouse
2 3 (75.00%) Oracle Database
2 3 (75.00%) Oracle Database 10g
2 3 (75.00%) PostgreSQL
3 1 (25.00%) Power BI
3 1 (25.00%) RDBMS
3 1 (25.00%) Relational Database
3 1 (25.00%) SQL Server 2012
3 1 (25.00%) SQL Server Integration Services
Job Titles
1 3 (75.00%) Data Migration Specialist
1 3 (75.00%) Migration Specialist
2 1 (25.00%) Database Developer
2 1 (25.00%) Developer
2 1 (25.00%) SQL Database Developer
2 1 (25.00%) SQL Developer
2 1 (25.00%) SQL Server Developer
2 1 (25.00%) SWIFT Specialist
Libraries, Frameworks & Software Standards
1 3 (75.00%) .NET
Processes & Methodologies
1 3 (75.00%) Data Encryption
1 3 (75.00%) Data Migration
1 3 (75.00%) Migration
2 1 (25.00%) Agile Software Development
2 1 (25.00%) Business Intelligence
2 1 (25.00%) CRM
2 1 (25.00%) Data Analysis
2 1 (25.00%) Data Cleansing
2 1 (25.00%) Data Management
2 1 (25.00%) Data Mapping
2 1 (25.00%) ETL
2 1 (25.00%) ITIL
2 1 (25.00%) Performance Tuning
2 1 (25.00%) Waterfall
Programming Languages
1 3 (75.00%) JavaScript
1 3 (75.00%) Perl
1 3 (75.00%) PowerShell
1 3 (75.00%) Python
1 3 (75.00%) Ruby
2 1 (25.00%) Java
2 1 (25.00%) SQL
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
Vendors
1 4 (100.00%) Oracle
2 3 (75.00%) Microsoft