Period
to 16 November 2019

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 16 November 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East Midlands
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 115 84 108
Rank change year-on-year -31 +24 +15
Permanent jobs citing Data Warehouse 83 164 131
As % of all permanent IT jobs advertised in the East Midlands 2.10% 3.51% 2.52%
As % of the Database & Business Intelligence category 6.93% 10.81% 8.11%
Number of salaries quoted 68 132 120
East Midlands median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% -
10th Percentile £30,011 £32,074 £27,000
90th Percentile £57,500 £90,000 £57,500
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -4.55%

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 the East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,197 1,517 1,616
As % of all permanent IT jobs advertised in the East Midlands 30.29% 32.51% 31.08%
Number of salaries quoted 1,047 1,278 1,386
East Midlands median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £27,500 £27,175 £26,250
90th Percentile £67,500 £67,500 £60,500
England median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% +5.26%

Data Warehouse
Job Vacancy Trend in the East Midlands

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Warehouse in the East Midlands

Data Warehouse
Salary Trend in the East Midlands

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

Salary trend for Data Warehouse in the East Midlands

Data Warehouse
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Warehouse in the East Midlands over the 6 months to 16 November 2019.

Salary histogram for Data Warehouse in the East Midlands

Data Warehouse
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the East Midlands region over the 6 months to 16 November 2019. 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
Leicestershire -9 31 £45,000 +12.50% 8
Northamptonshire +5 22 £47,500 -37.70% 1
Nottinghamshire -31 18 £42,500 -5.56% 8
Derbyshire +6 12 £33,750 -20.59% 1
Data Warehouse
England

For the 6 months to 16 November 2019, 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 East Midlands region with a requirement for Data Warehouse.

1 60 (72.29%) Business Intelligence
2 58 (69.88%) SQL
3 39 (46.99%) SQL Server
4 38 (45.78%) Microsoft
4 38 (45.78%) Agile Software Development
5 34 (40.96%) SQL Server Integration Services
5 34 (40.96%) Power BI
5 34 (40.96%) Power Platform
6 31 (37.35%) SQL Server Reporting Services
7 27 (32.53%) C#
8 26 (31.33%) ETL
9 25 (30.12%) T-SQL
9 25 (30.12%) SQL Server Analysis Services
10 24 (28.92%) Azure
11 22 (26.51%) Dimensional Modelling
12 21 (25.30%) Data Analysis Expressions (DAX)
13 20 (24.10%) Relational Database
14 19 (22.89%) Scrum
15 18 (21.69%) .NET
15 18 (21.69%) Visualisation
16 16 (19.28%) ASP.NET
17 15 (18.07%) JavaScript
17 15 (18.07%) Kimball Methodology
17 15 (18.07%) Data Lake
18 14 (16.87%) SQL Server 2012
18 14 (16.87%) HTML
19 13 (15.66%) VB.NET
19 13 (15.66%) WinForms
19 13 (15.66%) LINQ
19 13 (15.66%) Web Development

Data Warehouse
Co-occurring IT Skills in the East Midlands 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 4 (4.82%) Apache Spark
1 4 (4.82%) SAS
Applications
1 4 (4.82%) SPSS
Business Applications
1 1 (1.20%) Dynamics AX
1 1 (1.20%) NetSuite
Cloud Services
1 34 (40.96%) Power Platform
2 24 (28.92%) Azure
3 6 (7.23%) AWS
3 6 (7.23%) Azure Data Factory
3 6 (7.23%) GCP
4 4 (4.82%) IaaS
4 4 (4.82%) PaaS
4 4 (4.82%) SaaS
5 1 (1.20%) Amazon S3
5 1 (1.20%) Dynamics 365
Communications & Networking
1 1 (1.20%) Internet
Database & Business Intelligence
1 39 (46.99%) SQL Server
2 34 (40.96%) Power BI
2 34 (40.96%) SQL Server Integration Services
3 31 (37.35%) SQL Server Reporting Services
4 25 (30.12%) SQL Server Analysis Services
5 20 (24.10%) Relational Database
6 15 (18.07%) Data Lake
7 14 (16.87%) SQL Server 2012
8 7 (8.43%) Azure SQL Data Warehouse
9 6 (7.23%) BigQuery
10 5 (6.02%) Hadoop
10 5 (6.02%) NoSQL
10 5 (6.02%) QlikView
10 5 (6.02%) SQL Server 2016
11 4 (4.82%) BusinessObjects
12 3 (3.61%) Oracle Database
12 3 (3.61%) Oracle Reports
12 3 (3.61%) RDBMS
13 2 (2.41%) Data Mining
13 2 (2.41%) SAP HANA
Development Applications
1 7 (8.43%) Team Foundation Server
2 5 (6.02%) Visual Studio
3 2 (2.41%) Git (software)
3 2 (2.41%) Selenium
3 2 (2.41%) Subversion
4 1 (1.20%) SQL Server Management Studio (SSMS)
General
1 12 (14.46%) Retail
2 5 (6.02%) Finance
2 5 (6.02%) Marketing
3 1 (1.20%) Public Sector
Job Titles
1 58 (69.88%) Developer
2 37 (44.58%) Business Intelligence Developer
3 21 (25.30%) Analyst
4 18 (21.69%) Business Developer
5 15 (18.07%) Analyst Developer
6 11 (13.25%) C# Developer
6 11 (13.25%) Developer Analyst
7 10 (12.05%) Senior Developer
8 9 (10.84%) Senior Business Intelligence Developer
9 7 (8.43%) Azure Developer
9 7 (8.43%) Data Engineer
10 4 (4.82%) Architect
10 4 (4.82%) Business Systems Analyst
10 4 (4.82%) Cloud Architect
10 4 (4.82%) Data Architect
10 4 (4.82%) Systems Analyst
10 4 (4.82%) Systems Developer
11 3 (3.61%) Graduate
11 3 (3.61%) Junior
11 3 (3.61%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 18 (21.69%) .NET
2 16 (19.28%) ASP.NET
3 14 (16.87%) HTML
4 13 (15.66%) .NET Framework
4 13 (15.66%) Entity Framework
4 13 (15.66%) HTML5
4 13 (15.66%) LINQ
4 13 (15.66%) WinForms
5 12 (14.46%) Ajax
5 12 (14.46%) ASP.NET Web Forms
5 12 (14.46%) CSS
5 12 (14.46%) CSS3
5 12 (14.46%) WCF
6 7 (8.43%) MDX
7 4 (4.82%) AngularJS
8 3 (3.61%) ASP.NET Web API
9 2 (2.41%) Kafka
10 1 (1.20%) Velocity
Miscellaneous
1 10 (12.05%) Analytical Skills
2 5 (6.02%) NHS
3 3 (3.61%) Management Information System
4 2 (2.41%) EPoS
5 1 (1.20%) Data Centre
5 1 (1.20%) Life Science
5 1 (1.20%) Mashup
Operating Systems
1 3 (3.61%) Android
1 3 (3.61%) Apple iOS
2 2 (2.41%) Windows
3 1 (1.20%) Windows Server
Processes & Methodologies
1 60 (72.29%) Business Intelligence
2 38 (45.78%) Agile Software Development
3 26 (31.33%) ETL
4 22 (26.51%) Dimensional Modelling
5 19 (22.89%) Scrum
6 18 (21.69%) Visualisation
7 15 (18.07%) Kimball Methodology
8 13 (15.66%) Web Development
9 12 (14.46%) Analytics
9 12 (14.46%) Continuous Integration
9 12 (14.46%) OO
9 12 (14.46%) OOP
10 10 (12.05%) Data Engineering
11 9 (10.84%) Machine Learning
11 9 (10.84%) Test Automation
12 8 (9.64%) Artificial Intelligence
13 6 (7.23%) Data Governance
13 6 (7.23%) Software Engineering
14 5 (6.02%) Data Visualisation
14 5 (6.02%) Multichannel Retail
Programming Languages
1 58 (69.88%) SQL
2 27 (32.53%) C#
3 25 (30.12%) T-SQL
4 21 (25.30%) Data Analysis Expressions (DAX)
5 15 (18.07%) JavaScript
6 13 (15.66%) VB.NET
7 12 (14.46%) Python
8 7 (8.43%) R
9 4 (4.82%) Scala
10 2 (2.41%) C
10 2 (2.41%) VBA
11 1 (1.20%) C++
11 1 (1.20%) Java
Qualifications
1 3 (3.61%) Degree
2 1 (1.20%) Computer Science Degree
2 1 (1.20%) ISEB
2 1 (1.20%) ISTQB
2 1 (1.20%) ISTQB Foundation Certification
2 1 (1.20%) ITIL Certification
2 1 (1.20%) Microsoft Certification
Quality Assurance & Compliance
1 7 (8.43%) GDPR
2 6 (7.23%) Data Quality
3 5 (6.02%) PMO
4 4 (4.82%) QA
5 2 (2.41%) SLA
System Software
1 2 (2.41%) Active Directory
1 2 (2.41%) Firmware
2 1 (1.20%) VMware Infrastructure
Vendors
1 38 (45.78%) Microsoft
2 10 (12.05%) Databricks
3 9 (10.84%) Tableau
4 6 (7.23%) Google
5 3 (3.61%) Oracle
6 2 (2.41%) SAP
7 1 (1.20%) Citrix
7 1 (1.20%) Cognos
7 1 (1.20%) JD Edwards
7 1 (1.20%) Talend
7 1 (1.20%) Twitter
7 1 (1.20%) VMware