Period
to 26 July 2017

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 26 July 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
East of England > Bedfordshire
6 months to
26 Jul 2017
Same period 2016 Same period 2015
Rank 84 76 106
Rank change year-on-year -8 +30 +16
Permanent jobs citing Data Warehouse 24 50 36
As % of all permanent IT jobs advertised in Bedfordshire 1.83% 2.88% 1.63%
As % of the Database & Business Intelligence category 7.41% 10.35% 5.79%
Number of salaries quoted 21 62 34
Bedfordshire median annual salary £47,500 £50,000 £61,250
Median salary % change year-on-year -5.00% -18.37% +36.11%
10th Percentile £27,500 £37,500 £25,364
90th Percentile £66,250 £63,750 £81,250
East of England median annual salary £49,000 £45,000 £47,500
% change year-on-year +8.89% -5.26% +5.56%

Data Warehouse is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bedfordshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Bedfordshire
Permanent job vacancies with a requirement for database and business intelligence skills 324 483 622
As % of all permanent IT job vacancies advertised in Bedfordshire 24.75% 27.77% 28.17%
Number of salaries quoted 247 412 544
Bedfordshire median annual salary £40,000 £47,500 £45,000
Median salary % change year-on-year -15.79% +5.56% +4.65%
10th Percentile £29,250 £31,600 £30,000
90th Percentile £59,000 £63,750 £65,000
East of England median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +4.94%

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 26 July 2017.

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 26 July 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +8 11 £47,500 +14.46%
Dunstable +3 6 £42,500 +2.41%
Bedford +8 2 £62,500 +31.58%
Data Warehouse
East of England

For the 6 months to 26 July 2017, IT 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 job ads across the Bedfordshire region with a requirement for Data Warehouse.

1 18 (75.00%) Business Intelligence
2 15 (62.50%) SQL Server Integration Services
3 14 (58.33%) ETL
4 11 (45.83%) SQL Server
4 11 (45.83%) SQL Server Analysis Services
4 11 (45.83%) SQL Server Reporting Services
5 10 (41.67%) SQL
6 9 (37.50%) Agile Software Development
7 8 (33.33%) Data Transformation
8 7 (29.17%) Continuous Improvement
8 7 (29.17%) Finance
8 7 (29.17%) Data Architecture
8 7 (29.17%) Microsoft
8 7 (29.17%) Project Management
9 6 (25.00%) Scrum
9 6 (25.00%) PRINCE2
9 6 (25.00%) CRM
9 6 (25.00%) Marketing
9 6 (25.00%) Waterfall
10 5 (20.83%) Hadoop
10 5 (20.83%) Microsoft Azure
10 5 (20.83%) Analytical Skills
10 5 (20.83%) Analytics
10 5 (20.83%) Digital Marketing
10 5 (20.83%) Data Modelling
10 5 (20.83%) Microsoft Excel
11 4 (16.67%) OLAP
11 4 (16.67%) T-SQL
11 4 (16.67%) SQL Server 2008
11 4 (16.67%) Data Analysis

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 2 (8.33%) Apache Spark
Applications
1 5 (20.83%) Microsoft Excel
2 3 (12.50%) Microsoft PowerPoint
2 3 (12.50%) MS Visio
Business Applications
1 3 (12.50%) Oracle Applications
Cloud Services
1 5 (20.83%) Microsoft Azure
Communications & Networking
1 2 (8.33%) SMS
Database & Business Intelligence
1 15 (62.50%) SQL Server Integration Services
2 11 (45.83%) SQL Server
2 11 (45.83%) SQL Server Analysis Services
2 11 (45.83%) SQL Server Reporting Services
3 5 (20.83%) Hadoop
4 4 (16.67%) Big Data
4 4 (16.67%) OLAP
4 4 (16.67%) SQL Server 2008
5 3 (12.50%) Apache Hive
5 3 (12.50%) Data Mining
5 3 (12.50%) Impala
5 3 (12.50%) Oracle OLAP
5 3 (12.50%) Sqoop
6 2 (8.33%) Azure SQL Database
6 2 (8.33%) Geospatial Data
6 2 (8.33%) Power BI
6 2 (8.33%) Spatial Data
7 1 (4.17%) OLAP Cube
7 1 (4.17%) OLTP
7 1 (4.17%) QlikView
Development Applications
1 1 (4.17%) Git (software)
General
1 7 (29.17%) Finance
2 6 (25.00%) Marketing
3 1 (4.17%) Advertising
Job Titles
1 7 (29.17%) Analyst
1 7 (29.17%) Digital Project Manager
1 7 (29.17%) Project Manager
2 6 (25.00%) Business Intelligence Analyst
2 6 (25.00%) IT Manager
2 6 (25.00%) IT Project Manager
3 4 (16.67%) Architect
4 3 (12.50%) Data Architect
4 3 (12.50%) Data Manager
4 3 (12.50%) SQL Analyst
5 2 (8.33%) Big Data Analyst
5 2 (8.33%) Database Manager
5 2 (8.33%) Developer
5 2 (8.33%) Digital Marketing Manager
5 2 (8.33%) ETL Architect
5 2 (8.33%) Marketing Manager
5 2 (8.33%) Marketing Project Manager
5 2 (8.33%) SQL Data Analyst
6 1 (4.17%) Information Systems Analyst
6 1 (4.17%) Transformation Project Manager
Libraries, Frameworks & Software Standards
1 1 (4.17%) .NET
1 1 (4.17%) ASP.NET
1 1 (4.17%) ASP.NET MVC
1 1 (4.17%) MDX
1 1 (4.17%) RESTful
Miscellaneous
1 5 (20.83%) Analytical Skills
2 3 (12.50%) Data Structures
3 2 (8.33%) Algorithms
4 1 (4.17%) Management Information System
Processes & Methodologies
1 18 (75.00%) Business Intelligence
2 14 (58.33%) ETL
3 9 (37.50%) Agile Software Development
4 8 (33.33%) Data Transformation
5 7 (29.17%) Continuous Improvement
5 7 (29.17%) Data Architecture
5 7 (29.17%) Project Management
6 6 (25.00%) CRM
6 6 (25.00%) PRINCE2
6 6 (25.00%) Scrum
6 6 (25.00%) Waterfall
7 5 (20.83%) Analytics
7 5 (20.83%) Data Modelling
7 5 (20.83%) Digital Marketing
8 4 (16.67%) Data Analysis
8 4 (16.67%) Information Architecture
9 3 (12.50%) Business Analysis
9 3 (12.50%) Matrix Organization
9 3 (12.50%) Performance Optimisation
10 2 (8.33%) Digital Transformation Programme
Programming Languages
1 10 (41.67%) SQL
2 4 (16.67%) T-SQL
3 1 (4.17%) C#
Systems Management
1 3 (12.50%) Oozie
Vendors
1 7 (29.17%) Microsoft
2 3 (12.50%) Oracle
3 1 (4.17%) Ab Initio