Period
to 18 December 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 December 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 Dec 2018
Same period 2017 Same period 2016
Rank 28 45 49
Rank change year-on-year +17 +4 -4
Contract jobs citing Data Warehouse 27 19 8
As % of all contract IT jobs advertised in Bedfordshire 5.05% 2.91% 1.28%
As % of the Database & Business Intelligence category 24.32% 15.08% 7.77%
Number of daily rates quoted 19 21 6
Bedfordshire median daily rate £450 £315 £450
Median daily rate % change year-on-year +42.86% -30.00% -5.26%
10th Percentile £413 £315 £356
90th Percentile £608 £595 £581
East of England median daily rate £450 £375 £400
% change year-on-year +20.00% -6.25% -
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate £14.48 - £36.88

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 111 126 103
As % of all contract IT jobs advertised in Bedfordshire 20.75% 19.27% 16.45%
Number of daily rates quoted 86 74 70
Bedfordshire median daily rate £445 £425 £388
Median daily rate % change year-on-year +4.71% +9.68% +3.33%
10th Percentile £330 £315 £226
90th Percentile £592 £643 £588
East of England median daily rate £438 £400 £375
% change year-on-year +9.38% +6.67% -
Number of hourly rates quoted 2 0 0
Bedfordshire median hourly rate £27.50 - -
East of England median hourly rate £17.67 £37.00 £36.07
% change year-on-year -52.24% +2.58% +0.19%

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 December 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 December 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 +8 12 £550 -5.17% 1
Dunstable - 3 - -
Bedford -1 2 £450 +42.86%
Data Warehouse
East of England

For the 6 months to 18 December 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 19 (70.37%) Business Intelligence
2 15 (55.56%) SQL Server
3 14 (51.85%) SQL
4 12 (44.44%) Agile Software Development
5 11 (40.74%) Microsoft
6 10 (37.04%) ETL
7 9 (33.33%) Stakeholder Management
7 9 (33.33%) SQL Server 2008
8 7 (25.93%) ERP
8 7 (25.93%) OLAP
8 7 (25.93%) Retail
8 7 (25.93%) Infor M3
8 7 (25.93%) Data Structures
9 6 (22.22%) Analytical Skills
9 6 (22.22%) Scorecard
9 6 (22.22%) Contingency Planning
9 6 (22.22%) Big Data
9 6 (22.22%) Visualisation
9 6 (22.22%) Infor
9 6 (22.22%) SQL Server Integration Services
9 6 (22.22%) Test Scripting
9 6 (22.22%) Data Modelling
10 5 (18.52%) Shell Script
10 5 (18.52%) OLTP
10 5 (18.52%) RDBMS
10 5 (18.52%) Unix
10 5 (18.52%) Python
10 5 (18.52%) Hadoop
10 5 (18.52%) Scrum
10 5 (18.52%) Microsoft Azure

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 3 (11.11%) SharePoint
3 2 (7.41%) Elasticsearch
Applications
1 2 (7.41%) Microsoft Office
2 1 (3.70%) Microsoft Excel
Business Applications
1 7 (25.93%) Infor M3
Cloud Services
1 5 (18.52%) Microsoft Azure
2 4 (14.81%) Amazon AWS
3 2 (7.41%) Amazon ElastiCache
3 2 (7.41%) Amazon Kinesis
3 2 (7.41%) Amazon SQS
3 2 (7.41%) AWS Lambda
3 2 (7.41%) Serverless
Database & Business Intelligence
1 15 (55.56%) SQL Server
2 9 (33.33%) SQL Server 2008
3 7 (25.93%) OLAP
4 6 (22.22%) Big Data
4 6 (22.22%) SQL Server Integration Services
5 5 (18.52%) Apache Hive
5 5 (18.52%) Apache Kudu
5 5 (18.52%) Hadoop
5 5 (18.52%) Impala
5 5 (18.52%) OLTP
5 5 (18.52%) RDBMS
5 5 (18.52%) Relational Database
6 4 (14.81%) Power BI
7 3 (11.11%) SQL Server Analysis Services
8 2 (7.41%) Amazon DynamoDB
8 2 (7.41%) Amazon QuickSight
8 2 (7.41%) Amazon RDS
8 2 (7.41%) Amazon Redshift
8 2 (7.41%) Azure SQL Database
8 2 (7.41%) SQL Server Reporting Services
General
1 7 (25.93%) Retail
2 2 (7.41%) Finance
2 2 (7.41%) Marketing
Job Titles
1 9 (33.33%) Architect
2 8 (29.63%) Developer
3 7 (25.93%) Analyst
4 6 (22.22%) Business Intelligence Developer
5 5 (18.52%) SQL Developer
6 4 (14.81%) Data Analyst
6 4 (14.81%) Data Architect
6 4 (14.81%) SQL BI Developer
7 3 (11.11%) Big Data Architect
7 3 (11.11%) Report Analyst
7 3 (11.11%) Technical Architect
8 2 (7.41%) Business Analyst
8 2 (7.41%) Business Intelligence Analyst
8 2 (7.41%) Business Intelligence Consultant
8 2 (7.41%) Consultant
8 2 (7.41%) Data Integration Architect
8 2 (7.41%) Data Warehouse Analyst
8 2 (7.41%) Integration Architect
8 2 (7.41%) Microsoft Developer
8 2 (7.41%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (18.52%) Kafka
2 2 (7.41%) Java EE
2 2 (7.41%) Middleware
2 2 (7.41%) Spring
2 2 (7.41%) Web Services
3 1 (3.70%) .NET
3 1 (3.70%) ASP.NET
Miscellaneous
1 7 (25.93%) Data Structures
2 6 (22.22%) Analytical Skills
3 2 (7.41%) Algorithms
3 2 (7.41%) N-Tier
Operating Systems
1 5 (18.52%) Unix
2 1 (3.70%) Linux
Processes & Methodologies
1 19 (70.37%) Business Intelligence
2 12 (44.44%) Agile Software Development
3 10 (37.04%) ETL
4 9 (33.33%) Stakeholder Management
5 7 (25.93%) ERP
6 6 (22.22%) Contingency Planning
6 6 (22.22%) Data Modelling
6 6 (22.22%) Scorecard
6 6 (22.22%) Test Scripting
6 6 (22.22%) Visualisation
7 5 (18.52%) Analytics
7 5 (18.52%) Scrum
7 5 (18.52%) Waterfall
8 4 (14.81%) CRM
8 4 (14.81%) Data Engineering
8 4 (14.81%) Data Integration
8 4 (14.81%) E-Commerce
8 4 (14.81%) Technical Leadership
9 3 (11.11%) Migration
10 2 (7.41%) ERD
Programming Languages
1 14 (51.85%) SQL
2 5 (18.52%) Python
2 5 (18.52%) Shell Script
3 4 (14.81%) T-SQL
4 2 (7.41%) Java
4 2 (7.41%) PL/SQL
4 2 (7.41%) VB
System Software
1 5 (18.52%) Apache Flume
1 5 (18.52%) HDFS
Systems Management
1 5 (18.52%) Oozie
Vendors
1 11 (40.74%) Microsoft
2 6 (22.22%) Infor
3 4 (14.81%) Tableau
4 2 (7.41%) Oracle