Period
to 23 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 23 January 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
East of England > Bedfordshire
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 67 75 101
Rank change year-on-year +8 +26 +14
Permanent jobs citing Data Warehouse 14 41 26
As % of all permanent IT jobs advertised in Bedfordshire 1.59% 2.85% 1.46%
As % of the Database & Business Intelligence category 6.70% 11.11% 6.33%
Number of salaries quoted 14 46 32
Bedfordshire median annual salary £61,250 £55,000 £37,500
Median salary % change year-on-year +11.36% +46.67% -41.18%
10th Percentile £40,275 £46,250 £24,250
90th Percentile £80,000 £66,875 £50,000
East of England median annual salary £55,000 £52,500 £45,000
% change year-on-year +4.76% +16.67% -5.26%

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 permanent job vacancies advertised in Bedfordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bedfordshire
Permanent vacancies with a requirement for database or business intelligence skills 209 369 411
As % of all permanent IT jobs advertised in Bedfordshire 23.67% 25.64% 23.14%
Number of salaries quoted 185 336 373
Bedfordshire median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% -
10th Percentile £32,500 £31,250 £32,500
90th Percentile £74,000 £63,750 £61,600
East of England median annual salary £46,500 £45,000 £45,000
% change year-on-year +3.33% - +5.88%

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
Salary Trend in Bedfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Bedfordshire.

Salary trend for Data Warehouse in Bedfordshire

Data Warehouse
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Data Warehouse in Bedfordshire over the 6 months to 23 January 2018.

Salary histogram for Data Warehouse in Bedfordshire

Data Warehouse
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Bedfordshire region over the 6 months to 23 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +15 9 £70,000 +35.92%
Dunstable -8 3 £57,500 +91.67%
Data Warehouse
East of England

For the 6 months to 23 January 2018, IT 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 permanent job ads across the Bedfordshire region with a requirement for Data Warehouse.

1 9 (64.29%) Analytical Skills
2 7 (50.00%) Data Modelling
2 7 (50.00%) ETL
2 7 (50.00%) RDBMS
2 7 (50.00%) SQL Server Analysis Services
2 7 (50.00%) Relational Database
3 6 (42.86%) Enterprise Data Warehouse
3 6 (42.86%) SDLC
3 6 (42.86%) Translating Business Requirements
3 6 (42.86%) Oracle Exadata
3 6 (42.86%) Data Visualisation
3 6 (42.86%) Event-Driven Architecture
3 6 (42.86%) SQL Server Integration Services
3 6 (42.86%) Java EE
3 6 (42.86%) Spring
3 6 (42.86%) Visualisation
3 6 (42.86%) Management Information System
3 6 (42.86%) TOGAF
3 6 (42.86%) Retail
3 6 (42.86%) SQL Server Reporting Services
3 6 (42.86%) Snowflake Schema
3 6 (42.86%) Business Intelligence
3 6 (42.86%) JBoss
3 6 (42.86%) Java
3 6 (42.86%) Oracle
3 6 (42.86%) WildFly
4 5 (35.71%) SQL Server
5 4 (28.57%) SQL
5 4 (28.57%) T-SQL
6 3 (21.43%) C#

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 6 (42.86%) JBoss
1 6 (42.86%) WildFly
2 3 (21.43%) Oracle SOA Suite
Applications
1 2 (14.29%) Microsoft Excel
Cloud Services
1 2 (14.29%) Microsoft Azure
Database & Business Intelligence
1 7 (50.00%) RDBMS
1 7 (50.00%) Relational Database
1 7 (50.00%) SQL Server Analysis Services
2 6 (42.86%) Enterprise Data Warehouse
2 6 (42.86%) Oracle Exadata
2 6 (42.86%) Snowflake Schema
2 6 (42.86%) SQL Server Integration Services
2 6 (42.86%) SQL Server Reporting Services
3 5 (35.71%) SQL Server
4 3 (21.43%) NoSQL
4 3 (21.43%) OLAP
5 2 (14.29%) MongoDB
5 2 (14.29%) OLAP Cube
6 1 (7.14%) Apache Hive
6 1 (7.14%) Big Data
6 1 (7.14%) Data Mining
6 1 (7.14%) Hadoop
6 1 (7.14%) Impala
6 1 (7.14%) Microsoft Analysis Services
General
1 6 (42.86%) Retail
2 2 (14.29%) Finance
Job Titles
1 7 (50.00%) Architect
2 4 (28.57%) Business Intelligence Developer
2 4 (28.57%) Developer
2 4 (28.57%) Product Architect
3 2 (14.29%) Business Developer
3 2 (14.29%) SQL BI Developer
3 2 (14.29%) SQL Developer
3 2 (14.29%) SSAS Developer
3 2 (14.29%) SSRS Developer
3 2 (14.29%) T-SQL Developer
4 1 (7.14%) Analyst
4 1 (7.14%) Business Information Analyst
4 1 (7.14%) Business Intelligence Analyst
4 1 (7.14%) Data Architect
4 1 (7.14%) Data Manager
4 1 (7.14%) Database Manager
4 1 (7.14%) Information Analyst
4 1 (7.14%) Information Architect
Libraries, Frameworks & Software Standards
1 6 (42.86%) Java EE
1 6 (42.86%) Spring
Miscellaneous
1 9 (64.29%) Analytical Skills
2 6 (42.86%) Management Information System
3 1 (7.14%) Computer Science
3 1 (7.14%) Taxonomies
Processes & Methodologies
1 7 (50.00%) Data Modelling
1 7 (50.00%) ETL
2 6 (42.86%) Business Intelligence
2 6 (42.86%) Data Visualisation
2 6 (42.86%) Event-Driven Architecture
2 6 (42.86%) SDLC
2 6 (42.86%) TOGAF
2 6 (42.86%) Translating Business Requirements
2 6 (42.86%) Visualisation
3 3 (21.43%) SOA
3 3 (21.43%) Stakeholder Management
4 2 (14.29%) Data Architecture
4 2 (14.29%) Dimensional Modelling
4 2 (14.29%) Kimball Methodology
5 1 (7.14%) Analytics
5 1 (7.14%) Data Analysis
5 1 (7.14%) Data Integration
5 1 (7.14%) Master Data Management
5 1 (7.14%) Ontologies
5 1 (7.14%) QMS
Programming Languages
1 6 (42.86%) Java
2 4 (28.57%) SQL
2 4 (28.57%) T-SQL
3 3 (21.43%) C#
3 3 (21.43%) Python
4 2 (14.29%) Go
Qualifications
1 1 (7.14%) Degree
Systems Management
1 1 (7.14%) Oozie
Vendors
1 6 (42.86%) Oracle
2 3 (21.43%) Microsoft