Period
to 18 June 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 18 June 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
18 Jun 2018
Same period 2017 Same period 2016
Rank 32 51 50
Rank change year-on-year +19 -1 -19
Contract jobs citing Data Warehouse 27 11 8
As % of all contract IT jobs advertised in Bedfordshire 4.62% 1.76% 1.29%
As % of the Database & Business Intelligence category 18.37% 12.22% 12.50%
Number of daily rates quoted 23 10 7
Bedfordshire median daily rate £363 £438 £463
Median daily rate % change year-on-year -17.14% -5.41% -7.50%
10th Percentile £313 £310 £330
90th Percentile £475 £576 £558
East of England median daily rate £425 £425 £403
% change year-on-year - +5.39% +0.82%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate - - £62.50

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 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 147 90 64
As % of all contract IT jobs advertised in Bedfordshire 25.13% 14.40% 10.34%
Number of daily rates quoted 96 53 38
Bedfordshire median daily rate £425 £425 £375
Median daily rate % change year-on-year - +13.33% -11.76%
10th Percentile £300 £309 £306
90th Percentile £573 £573 £538
East of England median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 2 0 7
Bedfordshire median hourly rate £14.30 - £46.50
10th Percentile £13.71 - £30.65
90th Percentile £15.37 - £48.75
East of England median hourly rate £25.00 £31.25 £37.00
% change year-on-year -20.00% -15.54% +5.71%

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 June 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 18 June 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 +7 13 £363 -3.33% 2
Bedford +4 5 £315 +1.61%
Dunstable - 3 £438 -
Data Warehouse
East of England

For the 6 months to 18 June 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 21 (77.78%) SQL Server
2 15 (55.56%) SQL
2 15 (55.56%) Business Intelligence
3 13 (48.15%) Microsoft
4 11 (40.74%) Oracle
4 11 (40.74%) SQL Server Integration Services
5 9 (33.33%) Agile Software Development
6 8 (29.63%) .NET
6 8 (29.63%) Python
6 8 (29.63%) Analytics
7 7 (25.93%) Big Data
7 7 (25.93%) Hadoop
7 7 (25.93%) T-SQL
8 6 (22.22%) Migration
8 6 (22.22%) Oracle Database
8 6 (22.22%) SQL Server 2008
8 6 (22.22%) Microsoft Azure
8 6 (22.22%) Data Science
9 5 (18.52%) Data Encryption
9 5 (18.52%) Amazon AWS
9 5 (18.52%) Team Foundation Server
9 5 (18.52%) Data Migration
9 5 (18.52%) Relational Database
9 5 (18.52%) Apache Spark
9 5 (18.52%) Waterfall
9 5 (18.52%) PostgreSQL
9 5 (18.52%) Retail
9 5 (18.52%) C#
9 5 (18.52%) Oracle Database 10g
9 5 (18.52%) RDBMS

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 5 (18.52%) Apache Spark
2 2 (7.41%) Apache Airflow
2 2 (7.41%) Luigi
2 2 (7.41%) Oracle Workflow
2 2 (7.41%) SharePoint
3 1 (3.70%) Oracle 10gAS
Applications
1 1 (3.70%) Microsoft Office
1 1 (3.70%) MS Visio
Business Applications
1 1 (3.70%) Infor M3
Cloud Services
1 6 (22.22%) Microsoft Azure
2 5 (18.52%) Amazon AWS
3 2 (7.41%) Amazon EC2
3 2 (7.41%) Amazon EMR
3 2 (7.41%) Amazon Kinesis
4 1 (3.70%) Cloud Computing
Database & Business Intelligence
1 21 (77.78%) SQL Server
2 11 (40.74%) SQL Server Integration Services
3 7 (25.93%) Big Data
3 7 (25.93%) Hadoop
4 6 (22.22%) Oracle Database
4 6 (22.22%) SQL Server 2008
5 5 (18.52%) Oracle Database 10g
5 5 (18.52%) PostgreSQL
5 5 (18.52%) RDBMS
5 5 (18.52%) Relational Database
6 4 (14.81%) Azure SQL Data Warehouse
6 4 (14.81%) Power BI
7 3 (11.11%) Apache Hive
7 3 (11.11%) Apache Kudu
7 3 (11.11%) Impala
7 3 (11.11%) OLTP
7 3 (11.11%) SQL Server 2012
8 2 (7.41%) Apache Cassandra
8 2 (7.41%) Enterprise Data Warehouse
8 2 (7.41%) NoSQL
Development Applications
1 5 (18.52%) Team Foundation Server
General
1 5 (18.52%) Retail
2 1 (3.70%) Finance
Job Titles
1 8 (29.63%) Developer
2 6 (22.22%) SQL Developer
3 5 (18.52%) Data Migration Specialist
3 5 (18.52%) Migration Specialist
4 4 (14.81%) Architect
5 3 (11.11%) Analyst
5 3 (11.11%) Business Analyst
5 3 (11.11%) Business Intelligence Analyst
5 3 (11.11%) Business Intelligence Business Analyst
5 3 (11.11%) Consultant
6 2 (7.41%) AWS Engineer
6 2 (7.41%) Big Data Engineer
6 2 (7.41%) Business Intelligence Architect
6 2 (7.41%) C# .NET Developer
6 2 (7.41%) Data Warehouse Developer
6 2 (7.41%) Database Developer
6 2 (7.41%) SQL Database Developer
6 2 (7.41%) SQL Server Developer
6 2 (7.41%) SSIS Developer
6 2 (7.41%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 8 (29.63%) .NET
2 4 (14.81%) CSS
2 4 (14.81%) HTML
3 3 (11.11%) Kafka
4 2 (7.41%) MLlib
5 1 (3.70%) ASP.NET
Miscellaneous
1 3 (11.11%) Data Structures
2 2 (7.41%) Analytical Skills
2 2 (7.41%) NHS
3 1 (3.70%) Data Centre
Operating Systems
1 3 (11.11%) Unix
2 2 (7.41%) Linux
Processes & Methodologies
1 15 (55.56%) Business Intelligence
2 9 (33.33%) Agile Software Development
3 8 (29.63%) Analytics
4 6 (22.22%) Data Science
4 6 (22.22%) Migration
5 5 (18.52%) Data Encryption
5 5 (18.52%) Data Migration
5 5 (18.52%) Data Modelling
5 5 (18.52%) ETL
5 5 (18.52%) Waterfall
6 4 (14.81%) Kimball Methodology
6 4 (14.81%) Logical Data Model
7 3 (11.11%) CRM
7 3 (11.11%) Data Engineering
7 3 (11.11%) E-Commerce
7 3 (11.11%) Infrastructure Management
7 3 (11.11%) Physical Data Model
7 3 (11.11%) Scrum
8 2 (7.41%) OO
8 2 (7.41%) Stakeholder Management
Programming Languages
1 15 (55.56%) SQL
2 8 (29.63%) Python
3 7 (25.93%) T-SQL
4 5 (18.52%) C#
5 4 (14.81%) Java
6 3 (11.11%) JavaScript
6 3 (11.11%) Perl
6 3 (11.11%) PowerShell
6 3 (11.11%) Ruby
6 3 (11.11%) Shell Script
7 2 (7.41%) C++
7 2 (7.41%) Scala
8 1 (3.70%) PL/SQL
Quality Assurance & Compliance
1 2 (7.41%) Data Quality
1 2 (7.41%) PMO
System Software
1 3 (11.11%) Apache Flume
1 3 (11.11%) HDFS
Systems Management
1 3 (11.11%) Oozie
Vendors
1 13 (48.15%) Microsoft
2 11 (40.74%) Oracle
3 2 (7.41%) Tableau
4 1 (3.70%) Cognos
4 1 (3.70%) Infor