Period
to 16 August 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 16 August 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
16 Aug 2018
Same period 2017 Same period 2016
Rank 29 51 47
Rank change year-on-year +22 -4 -18
Contract jobs citing Data Warehouse 29 9 10
As % of all contract IT jobs advertised in Bedfordshire 4.95% 1.36% 1.49%
As % of the Database & Business Intelligence category 19.46% 8.91% 12.66%
Number of daily rates quoted 25 6 9
Bedfordshire median daily rate £438 £450 £425
Median daily rate % change year-on-year -2.78% +5.88% -19.05%
10th Percentile £313 £369 £334
90th Percentile £594 £545 £548
East of England median daily rate £433 £450 £450
% change year-on-year -3.89% - +20.00%
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 149 101 79
As % of all contract IT jobs advertised in Bedfordshire 25.43% 15.23% 11.76%
Number of daily rates quoted 107 58 57
Bedfordshire median daily rate £450 £431 £388
Median daily rate % change year-on-year +4.35% +11.29% -3.95%
10th Percentile £311 £329 £256
90th Percentile £600 £586 £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 3 0 1
Bedfordshire median hourly rate £14.60 - £19.00
10th Percentile £13.74 - £18.50
90th Percentile £19.11 - £19.50
East of England median hourly rate £26.00 £28.75 £35.00
% change year-on-year -9.57% -17.86% +10.03%

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 16 August 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 16 August 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 +6 13 £400 +6.67% 1
Bedford - 3 £315 -
Dunstable - 2 £438 -
Data Warehouse
East of England

For the 6 months to 16 August 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 19 (65.52%) SQL Server
3 14 (48.28%) SQL
4 10 (34.48%) Microsoft
4 10 (34.48%) Agile Software Development
4 10 (34.48%) SQL Server Integration Services
4 10 (34.48%) Analytics
5 8 (27.59%) Data Modelling
5 8 (27.59%) Oracle
5 8 (27.59%) Python
5 8 (27.59%) SQL Server 2008
5 8 (27.59%) Hadoop
5 8 (27.59%) Big Data
6 7 (24.14%) Microsoft Azure
6 7 (24.14%) Amazon AWS
6 7 (24.14%) Apache Spark
6 7 (24.14%) Retail
6 7 (24.14%) ETL
6 7 (24.14%) E-Commerce
6 7 (24.14%) Data Science
7 6 (20.69%) RDBMS
7 6 (20.69%) T-SQL
7 6 (20.69%) Relational Database
7 6 (20.69%) Waterfall
8 5 (17.24%) Apache Hive
8 5 (17.24%) Tableau
8 5 (17.24%) HDFS
8 5 (17.24%) Impala
8 5 (17.24%) Oozie
8 5 (17.24%) Kafka

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
3 2 (6.90%) Apache Airflow
3 2 (6.90%) Luigi
3 2 (6.90%) Oracle Workflow
Applications
1 1 (3.45%) Microsoft Office
1 1 (3.45%) MS Visio
Business Applications
1 2 (6.90%) Infor M3
Cloud Services
1 7 (24.14%) Amazon AWS
1 7 (24.14%) Microsoft Azure
2 2 (6.90%) Amazon EC2
2 2 (6.90%) Amazon EMR
2 2 (6.90%) Amazon Kinesis
3 1 (3.45%) Cloud Computing
Database & Business Intelligence
1 19 (65.52%) SQL Server
2 10 (34.48%) SQL Server Integration Services
3 8 (27.59%) Big Data
3 8 (27.59%) Hadoop
3 8 (27.59%) SQL Server 2008
4 6 (20.69%) RDBMS
4 6 (20.69%) Relational Database
5 5 (17.24%) Apache Hive
5 5 (17.24%) Apache Kudu
5 5 (17.24%) Impala
5 5 (17.24%) OLTP
5 5 (17.24%) Power BI
6 3 (10.34%) PostgreSQL
6 3 (10.34%) SQL Server 2012
7 2 (6.90%) Amazon RDS
7 2 (6.90%) Amazon Redshift
7 2 (6.90%) Electronic Patient Records
7 2 (6.90%) Oracle Database
7 2 (6.90%) SQL Server 2014
7 2 (6.90%) SQL Server Analysis Services
Development Applications
1 2 (6.90%) Team Foundation Server
General
1 7 (24.14%) Retail
2 3 (10.34%) Finance
Job Titles
1 9 (31.03%) Developer
2 8 (27.59%) Architect
3 5 (17.24%) Analyst
3 5 (17.24%) SQL Developer
4 4 (13.79%) Business Analyst
4 4 (13.79%) Business Intelligence Analyst
4 4 (13.79%) Business Intelligence Architect
4 4 (13.79%) Business Intelligence Business Analyst
4 4 (13.79%) Data Architect
5 3 (10.34%) Big Data Architect
5 3 (10.34%) Report Analyst
6 2 (6.90%) AWS Engineer
6 2 (6.90%) Big Data Engineer
6 2 (6.90%) Consultant
6 2 (6.90%) Data Engineer
6 2 (6.90%) Data Migration Specialist
6 2 (6.90%) Migration Specialist
6 2 (6.90%) Senior Developer
6 2 (6.90%) SSIS Developer
6 2 (6.90%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 5 (17.24%) Kafka
2 4 (13.79%) .NET
3 2 (6.90%) ASP.NET
3 2 (6.90%) CSS
3 2 (6.90%) HTML
3 2 (6.90%) MLlib
Miscellaneous
1 3 (10.34%) Analytical Skills
1 3 (10.34%) Data Structures
2 2 (6.90%) NHS
Operating Systems
1 5 (17.24%) Unix
2 3 (10.34%) Linux
Processes & Methodologies
1 22 (75.86%) Business Intelligence
2 10 (34.48%) Agile Software Development
2 10 (34.48%) Analytics
3 8 (27.59%) Data Modelling
4 7 (24.14%) Data Science
4 7 (24.14%) E-Commerce
4 7 (24.14%) ETL
5 6 (20.69%) Waterfall
6 5 (17.24%) Kimball Methodology
6 5 (17.24%) Logical Data Model
6 5 (17.24%) Scrum
6 5 (17.24%) Stakeholder Management
7 4 (13.79%) CRM
7 4 (13.79%) Infrastructure Management
7 4 (13.79%) Migration
7 4 (13.79%) Physical Data Model
8 3 (10.34%) Data Engineering
8 3 (10.34%) Data Reconciliation
8 3 (10.34%) Functional Testing
8 3 (10.34%) Visualisation
Programming Languages
1 14 (48.28%) SQL
2 8 (27.59%) Python
3 6 (20.69%) T-SQL
4 5 (17.24%) Shell Script
5 3 (10.34%) Java
5 3 (10.34%) PL/SQL
6 2 (6.90%) C#
6 2 (6.90%) C++
6 2 (6.90%) Scala
7 1 (3.45%) JavaScript
7 1 (3.45%) Perl
7 1 (3.45%) PowerShell
7 1 (3.45%) Ruby
Quality Assurance & Compliance
1 2 (6.90%) Data Quality
1 2 (6.90%) PMO
System Software
1 5 (17.24%) Apache Flume
1 5 (17.24%) HDFS
Systems Management
1 5 (17.24%) Oozie
Vendors
1 10 (34.48%) Microsoft
2 8 (27.59%) Oracle
3 5 (17.24%) Tableau
4 2 (6.90%) Infor
5 1 (3.45%) Cognos