Period
to 18 November 2017

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 18 November 2017 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
18 Nov 2017
Same period 2016 Same period 2015
Rank 54 56 43
Rank change year-on-year +2 -13 +15
Contract jobs citing Data Warehouse 16 5 17
As % of all contract IT jobs advertised in Bedfordshire 2.36% 0.80% 2.49%
As % of the Database & Business Intelligence category 13.11% 5.00% 16.50%
Number of daily rates quoted 17 4 10
Bedfordshire median daily rate £315 £488 £475
Median daily rate % change year-on-year -35.38% +2.63% +35.71%
East of England median daily rate £375 £408 £378
% change year-on-year -7.98% +7.88% +3.49%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate - - £14.00

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 122 100 103
As % of all contract IT jobs advertised in Bedfordshire 17.99% 16.05% 15.06%
Number of daily rates quoted 70 67 76
Bedfordshire median daily rate £425 £388 £375
Median daily rate % change year-on-year +9.68% +3.33% +15.38%
10th Percentile £329 £234 £219
90th Percentile £635 £588 £594
East of England median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 0 0 2
Bedfordshire median hourly rate - - £47.50
East of England median hourly rate £29.50 £37.50 £32.00
% change year-on-year -21.33% +17.19% +12.28%

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 18 November 2017.

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 18 November 2017. 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 0 7 £580 +0.87% 3
Bedford +5 3 £315 -21.25%
Data Warehouse
East of England

For the 6 months to 18 November 2017, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Bedfordshire region with a requirement for Data Warehouse.

1 9 (56.25%) Agile Software Development
1 9 (56.25%) Analytics
2 8 (50.00%) Relational Database
2 8 (50.00%) Java
2 8 (50.00%) RDBMS
3 7 (43.75%) Stakeholder Management
3 7 (43.75%) SQL
3 7 (43.75%) Data Modelling
3 7 (43.75%) ETL
3 7 (43.75%) Data Analytics
4 6 (37.50%) Analytical Skills
4 6 (37.50%) Oracle Exadata
4 6 (37.50%) Data Visualisation
4 6 (37.50%) Oracle
4 6 (37.50%) Web Services
4 6 (37.50%) Enterprise Architecture
4 6 (37.50%) Visualisation
5 5 (31.25%) TOGAF
5 5 (31.25%) SQL Server
5 5 (31.25%) JMS
5 5 (31.25%) UML
5 5 (31.25%) Data Integration
6 4 (25.00%) JPA
6 4 (25.00%) Waterfall
6 4 (25.00%) Tableau
6 4 (25.00%) Event-Driven Architecture
6 4 (25.00%) Performance Tuning
6 4 (25.00%) WildFly
6 4 (25.00%) EJB
6 4 (25.00%) JDBC

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 4 (25.00%) WildFly
2 2 (12.50%) Apache Spark
2 2 (12.50%) JBoss
3 1 (6.25%) Confluence
3 1 (6.25%) Tomcat
3 1 (6.25%) WebSphere
3 1 (6.25%) WebSphere Application Server
Cloud Services
1 2 (12.50%) Amazon EMR
1 2 (12.50%) Amazon Kinesis
2 1 (6.25%) Amazon AWS
2 1 (6.25%) Microsoft Azure
Database & Business Intelligence
1 8 (50.00%) RDBMS
1 8 (50.00%) Relational Database
2 6 (37.50%) Oracle Exadata
3 5 (31.25%) SQL Server
4 4 (25.00%) Snowflake Schema
4 4 (25.00%) SQL Server Integration Services
5 3 (18.75%) Enterprise Data Warehouse
5 3 (18.75%) QlikView
5 3 (18.75%) SQL Server 2012
6 2 (12.50%) Amazon QuickSight
6 2 (12.50%) Amazon Redshift
6 2 (12.50%) Apache Cassandra
6 2 (12.50%) Apache Hive
6 2 (12.50%) Big Data
6 2 (12.50%) BusinessObjects
6 2 (12.50%) Hadoop
6 2 (12.50%) HBase
6 2 (12.50%) Impala
6 2 (12.50%) Mahout
7 1 (6.25%) Data Mart
Development Applications
1 1 (6.25%) Eclipse
1 1 (6.25%) ERwin
1 1 (6.25%) JIRA
General
1 2 (12.50%) Retail
Job Titles
1 7 (43.75%) Architect
2 6 (37.50%) Solutions Architect
3 5 (31.25%) Data Architect
3 5 (31.25%) Developer
4 4 (25.00%) Database Developer
4 4 (25.00%) SQL Database Developer
4 4 (25.00%) SQL Developer
4 4 (25.00%) SQL Server Developer
5 3 (18.75%) Analyst
5 3 (18.75%) Business Analyst
5 3 (18.75%) Data Analytics Architect
6 2 (12.50%) Big Data Architect
6 2 (12.50%) Big Data Solutions Architect
6 2 (12.50%) Business Integration Analyst
6 2 (12.50%) Data Business Analyst
6 2 (12.50%) Data Integration Analyst
6 2 (12.50%) Integration Analyst
7 1 (6.25%) Customer Analyst
7 1 (6.25%) Java Architect
7 1 (6.25%) Senior WebSphere Developer
Libraries, Frameworks & Software Standards
1 6 (37.50%) Web Services
2 5 (31.25%) JMS
3 4 (25.00%) EJB
3 4 (25.00%) Java EE
3 4 (25.00%) JDBC
3 4 (25.00%) JPA
3 4 (25.00%) Servlets
4 2 (12.50%) GraphX
4 2 (12.50%) MLlib
4 2 (12.50%) TensorFlow
5 1 (6.25%) Hibernate
5 1 (6.25%) IBM Integration Bus
5 1 (6.25%) Oracle Fusion
5 1 (6.25%) Spring
5 1 (6.25%) Spring Integration
5 1 (6.25%) Spring MVC
5 1 (6.25%) WebSphere MQ
Miscellaneous
1 6 (37.50%) Analytical Skills
2 1 (6.25%) Data Structures
2 1 (6.25%) Greenfield Project
2 1 (6.25%) Management Information System
Processes & Methodologies
1 9 (56.25%) Agile Software Development
1 9 (56.25%) Analytics
2 7 (43.75%) Data Analytics
2 7 (43.75%) Data Modelling
2 7 (43.75%) ETL
2 7 (43.75%) Stakeholder Management
3 6 (37.50%) Data Visualisation
3 6 (37.50%) Enterprise Architecture
3 6 (37.50%) Visualisation
4 5 (31.25%) Data Integration
4 5 (31.25%) TOGAF
4 5 (31.25%) UML
5 4 (25.00%) Event-Driven Architecture
5 4 (25.00%) Performance Tuning
5 4 (25.00%) Waterfall
6 3 (18.75%) CRM
6 3 (18.75%) ITIL
7 2 (12.50%) Business Analysis
7 2 (12.50%) Business Intelligence
7 2 (12.50%) Change Management
Programming Languages
1 8 (50.00%) Java
2 7 (43.75%) SQL
3 2 (12.50%) R
Systems Management
1 2 (12.50%) Mesos
Vendors
1 6 (37.50%) Oracle
2 4 (25.00%) Tableau
3 2 (12.50%) Microsoft
3 2 (12.50%) SAP
4 1 (6.25%) Ab Initio
4 1 (6.25%) MuleSoft