Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Herefordshire 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
West Midlands > Herefordshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 13 30 13
Rank change year-on-year +17 -17 +7
Permanent jobs citing Data Warehouse 23 3 12
As % of all permanent IT jobs advertised in Herefordshire 18.70% 1.84% 11.65%
As % of the Database & Business Intelligence category 43.40% 5.36% 36.36%
Number of salaries quoted 31 2 12
Herefordshire median annual salary £47,500 £43,750 £40,000
Median salary % change year-on-year +8.57% +9.38% +33.33%
10th Percentile £33,750 £36,625 £37,500
90th Percentile £48,750 £51,875 £43,175
West Midlands median annual salary £47,500 £42,500 £41,500
% change year-on-year +11.76% +2.41% -2.35%

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 Herefordshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Herefordshire
Permanent vacancies with a requirement for database or business intelligence skills 53 56 33
As % of all permanent IT jobs advertised in Herefordshire 43.09% 34.36% 32.04%
Number of salaries quoted 43 54 29
Herefordshire median annual salary £37,500 £32,500 £40,000
Median salary % change year-on-year +15.38% -18.75% +26.98%
10th Percentile £31,300 £26,250 £30,850
90th Percentile £51,750 £52,500 £42,650
West Midlands median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - -

Data Warehouse
Job Vacancy Trend in Herefordshire

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Herefordshire.

Job vacancy trend for Data Warehouse in Herefordshire

Data Warehouse
Salary Trend in Herefordshire

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

Salary trend for Data Warehouse in Herefordshire

Data Warehouse
Salary Histogram in Herefordshire

The salary distribution of IT jobs citing Data Warehouse in Herefordshire over the 6 months to 18 November 2017.

Salary histogram for Data Warehouse in Herefordshire

Data Warehouse
Job Locations in Herefordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Herefordshire 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hereford +23 12 £47,500 +35.71%
Leominster -1 11 £37,500 -
Data Warehouse
West Midlands

For the 6 months to 18 November 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 Herefordshire region with a requirement for Data Warehouse.

1 22 (95.65%) Agile Software Development
2 20 (86.96%) Logistics
3 12 (52.17%) SQL
4 11 (47.83%) .NET
4 11 (47.83%) CRM
4 11 (47.83%) E-Commerce
4 11 (47.83%) Microsoft
4 11 (47.83%) Six Sigma
4 11 (47.83%) Stakeholder Management
4 11 (47.83%) CMS
4 11 (47.83%) JIRA
4 11 (47.83%) MongoDB
4 11 (47.83%) NoSQL
4 11 (47.83%) Process Improvement
4 11 (47.83%) Big Data
4 11 (47.83%) Analytical Skills
4 11 (47.83%) GDPR
5 10 (43.48%) Business Intelligence
6 9 (39.13%) Visual Studio
6 9 (39.13%) ASP.NET
6 9 (39.13%) CSS
6 9 (39.13%) C#
6 9 (39.13%) HTML
6 9 (39.13%) JavaScript
6 9 (39.13%) Web Development
6 9 (39.13%) HTML5
6 9 (39.13%) AngularJS
6 9 (39.13%) Xamarin
6 9 (39.13%) Apache Cordova
6 9 (39.13%) CSS3

Data Warehouse
Co-occurring IT Skills in Herefordshire 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 11 (47.83%) CMS
2 8 (34.78%) Confluence
Applications
1 1 (4.35%) Microsoft Excel
Cloud Services
1 9 (39.13%) Microsoft Azure
1 9 (39.13%) PaaS
1 9 (39.13%) SaaS
2 2 (8.70%) GitHub
2 2 (8.70%) Google Cloud Platform
Database & Business Intelligence
1 11 (47.83%) Big Data
1 11 (47.83%) MongoDB
1 11 (47.83%) NoSQL
2 9 (39.13%) DocumentDB
2 9 (39.13%) Power BI
3 2 (8.70%) BigQuery
3 2 (8.70%) MySQL
3 2 (8.70%) SQL Server
3 2 (8.70%) SQL Server 2005
3 2 (8.70%) SQL Server 2008
3 2 (8.70%) SQL Server 2012
3 2 (8.70%) SQL Server 2016
3 2 (8.70%) SQL Server Analysis Services
3 2 (8.70%) SQL Server Integration Services
3 2 (8.70%) SQL Server Reporting Services
4 1 (4.35%) Crystal Reports
Development Applications
1 11 (47.83%) JIRA
2 9 (39.13%) Visual Studio
Job Titles
1 11 (47.83%) Analyst
2 9 (39.13%) .NET Developer
2 9 (39.13%) ASP.NET Developer
2 9 (39.13%) Business Systems Analyst
2 9 (39.13%) C# .NET Developer
2 9 (39.13%) C# ASP.NET Developer
2 9 (39.13%) C# Developer
2 9 (39.13%) Developer
2 9 (39.13%) Full Stack Developer
2 9 (39.13%) Senior .NET Developer
2 9 (39.13%) Senior ASP.NET Developer
2 9 (39.13%) Senior C# .NET Developer
2 9 (39.13%) Senior C# ASP.NET Developer
2 9 (39.13%) Senior C# Developer
2 9 (39.13%) Senior Developer
2 9 (39.13%) Senior Full Stack Developer
2 9 (39.13%) Systems Analyst
3 3 (13.04%) DBA
4 2 (8.70%) Business IT Analyst
4 2 (8.70%) IT Business Analyst
Libraries, Frameworks & Software Standards
1 11 (47.83%) .NET
2 9 (39.13%) .NET Core
2 9 (39.13%) AngularJS
2 9 (39.13%) Apache Cordova
2 9 (39.13%) ASP.NET
2 9 (39.13%) ASP.NET Core
2 9 (39.13%) ASP.NET MVC
2 9 (39.13%) ASP.NET Web API
2 9 (39.13%) CSS
2 9 (39.13%) CSS3
2 9 (39.13%) HTML
2 9 (39.13%) HTML5
Miscellaneous
1 11 (47.83%) Analytical Skills
2 9 (39.13%) Greenfield Project
3 3 (13.04%) Data Structures
4 2 (8.70%) Clustering
4 2 (8.70%) Public Cloud
4 2 (8.70%) Replication
Processes & Methodologies
1 22 (95.65%) Agile Software Development
2 20 (86.96%) Logistics
3 11 (47.83%) CRM
3 11 (47.83%) E-Commerce
3 11 (47.83%) Process Improvement
3 11 (47.83%) Six Sigma
3 11 (47.83%) Stakeholder Management
4 10 (43.48%) Business Intelligence
5 9 (39.13%) Continuous Delivery
5 9 (39.13%) Continuous Integration
5 9 (39.13%) CQRS
5 9 (39.13%) Domain-Driven Design
5 9 (39.13%) Microservices
5 9 (39.13%) Mobile Development
5 9 (39.13%) MVC
5 9 (39.13%) SOLID
5 9 (39.13%) Web Development
6 3 (13.04%) Business Process Modelling
6 3 (13.04%) Disaster Recovery
6 3 (13.04%) Translating Business Requirements
Programming Languages
1 12 (52.17%) SQL
2 9 (39.13%) C#
2 9 (39.13%) JavaScript
3 2 (8.70%) PowerShell
3 2 (8.70%) T-SQL
Qualifications
1 2 (8.70%) MCSE
1 2 (8.70%) Microsoft Certification
Quality Assurance & Compliance
1 11 (47.83%) GDPR
2 1 (4.35%) QA
Systems Management
1 2 (8.70%) Packer
1 2 (8.70%) Terraform
Vendors
1 11 (47.83%) Microsoft
2 9 (39.13%) Xamarin
3 2 (8.70%) Google
3 2 (8.70%) Oracle