Period
to 23 April 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 23 April 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East Midlands
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 80 98 76
Rank change year-on-year +18 -22 +8
Permanent jobs citing Data Warehouse 142 159 206
As % of all permanent IT jobs advertised in the East Midlands 3.44% 3.03% 3.51%
As % of the Database & Business Intelligence category 11.32% 8.64% 11.00%
Number of salaries quoted 100 152 183
East Midlands median annual salary £42,000 £42,500 £45,000
Median salary % change year-on-year -1.18% -5.56% -
10th Percentile £31,125 £28,750 £32,500
90th Percentile £52,500 £61,250 £60,250
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -

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 1,254 1,840 1,873
As % of all permanent IT jobs advertised in the East Midlands 30.41% 35.09% 31.89%
Number of salaries quoted 935 1,624 1,553
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £26,250
90th Percentile £62,500 £57,500 £61,250
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 23 April 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 23 April 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 +30 69 £37,500 -6.25% 6
Northamptonshire +25 51 £43,500 -8.42% 1
Nottinghamshire -10 18 £43,750 -2.78% 3
Derbyshire -9 4 £46,250 +15.63% 2
Data Warehouse
England

For the 6 months to 23 April 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.

1 128 (90.14%) Business Intelligence
2 110 (77.46%) SQL
2 110 (77.46%) SQL Server
3 94 (66.20%) Microsoft
4 83 (58.45%) SQL Server Integration Services
5 80 (56.34%) SQL Server Reporting Services
6 72 (50.70%) SQL Server Analysis Services
7 62 (43.66%) Visualisation
8 58 (40.85%) Data Analysis Expressions (DAX)
8 58 (40.85%) Power BI
9 52 (36.62%) Tableau
10 50 (35.21%) ETL
11 48 (33.80%) T-SQL
12 47 (33.10%) Agile Software Development
13 46 (32.39%) MDX
13 46 (32.39%) Analytics
14 43 (30.28%) Retail
14 43 (30.28%) Scrum
15 41 (28.87%) SAS
16 38 (26.76%) SQL Server 2012
17 34 (23.94%) Analytical Skills
17 34 (23.94%) Microsoft Analysis Services
18 33 (23.24%) Marketing
19 28 (19.72%) Dimensional Modelling
20 26 (18.31%) Team Foundation Server
21 25 (17.61%) QlikView
22 24 (16.90%) Visual Studio
23 23 (16.20%) Hadoop
24 22 (15.49%) Business Analysis
25 19 (13.38%) Predictive Analytics

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 41 (28.87%) SAS
2 3 (2.11%) SharePoint
3 2 (1.41%) Apache Spark
4 1 (0.70%) Apache
Applications
1 19 (13.38%) Microsoft Excel
2 10 (7.04%) SPSS
3 1 (0.70%) GNU Octave
Business Applications
1 3 (2.11%) Dynamics AX
Cloud Services
1 16 (11.27%) Microsoft Azure
2 10 (7.04%) Google Cloud Platform
3 3 (2.11%) Amazon AWS
3 3 (2.11%) Azure Data Factory
3 3 (2.11%) NuGet
4 2 (1.41%) Office 365
5 1 (0.70%) Google Analytics
5 1 (0.70%) SaaS
Communications & Networking
1 2 (1.41%) LAN
1 2 (1.41%) WAN
Database & Business Intelligence
1 110 (77.46%) SQL Server
2 83 (58.45%) SQL Server Integration Services
3 80 (56.34%) SQL Server Reporting Services
4 72 (50.70%) SQL Server Analysis Services
5 58 (40.85%) Power BI
6 38 (26.76%) SQL Server 2012
7 34 (23.94%) Microsoft Analysis Services
8 25 (17.61%) QlikView
9 23 (16.20%) Hadoop
10 19 (13.38%) SAS EBI
11 18 (12.68%) Big Data
11 18 (12.68%) Qlik Sense
12 13 (9.15%) Data Lake
12 13 (9.15%) OLAP
13 12 (8.45%) Relational Database
14 10 (7.04%) BigQuery
15 9 (6.34%) OLAP Cube
16 7 (4.93%) SSDT
17 6 (4.23%) PostgreSQL
17 6 (4.23%) SQL Server 2008
Development Applications
1 26 (18.31%) Team Foundation Server
2 24 (16.90%) Visual Studio
3 3 (2.11%) Selenium
3 3 (2.11%) Visual Studio Team System
4 2 (1.41%) Hudson
5 1 (0.70%) CruiseControl
5 1 (0.70%) NUnit
General
1 43 (30.28%) Retail
2 33 (23.24%) Marketing
3 8 (5.63%) Finance
4 4 (2.82%) Manufacturing
5 3 (2.11%) Banking
5 3 (2.11%) Investment Banking
6 2 (1.41%) Publishing
7 1 (0.70%) Law
7 1 (0.70%) Local Government
Job Titles
1 120 (84.51%) Developer
2 108 (76.06%) Business Intelligence Developer
3 42 (29.58%) Senior Developer
4 41 (28.87%) Senior Business Intelligence Developer
5 23 (16.20%) Business Developer
6 18 (12.68%) Business Intelligence Lead
6 18 (12.68%) Lead Developer
7 13 (9.15%) Analyst
8 12 (8.45%) SQL Developer
8 12 (8.45%) SSIS Developer
9 11 (7.75%) SSRS Developer
10 10 (7.04%) SQL BI Developer
11 8 (5.63%) Business Intelligence Analyst
11 8 (5.63%) SSAS Developer
12 5 (3.52%) Analyst Developer
12 5 (3.52%) Data Engineer
12 5 (3.52%) Data Warehouse Developer
13 4 (2.82%) Designer
13 4 (2.82%) Software Developer
14 3 (2.11%) Business Analyst
Libraries, Frameworks & Software Standards
1 46 (32.39%) MDX
2 11 (7.75%) .NET
3 6 (4.23%) .NET Framework
4 3 (2.11%) ActiveMQ
4 3 (2.11%) Kafka
4 3 (2.11%) Ninject
4 3 (2.11%) Razor View Engine
5 2 (1.41%) ASP.NET
6 1 (0.70%) AngularJS
6 1 (0.70%) ASP.NET MVC
6 1 (0.70%) COM
6 1 (0.70%) CSS
6 1 (0.70%) CSS3
6 1 (0.70%) HTML
6 1 (0.70%) PySpark
6 1 (0.70%) RESTful
6 1 (0.70%) Sass
6 1 (0.70%) WCF
6 1 (0.70%) Web Services
6 1 (0.70%) XML
Miscellaneous
1 34 (23.94%) Analytical Skills
2 18 (12.68%) Greenfield Project
3 7 (4.93%) NHS
4 4 (2.82%) Self-Motivation
5 3 (2.11%) Data Structures
5 3 (2.11%) Enterprise Software
6 2 (1.41%) Data Centre
6 2 (1.41%) Fintech
6 2 (1.41%) FMCG
6 2 (1.41%) Public Cloud
7 1 (0.70%) Algorithms
7 1 (0.70%) Tandem
Operating Systems
1 3 (2.11%) Windows
1 3 (2.11%) Windows Server
Processes & Methodologies
1 128 (90.14%) Business Intelligence
2 62 (43.66%) Visualisation
3 50 (35.21%) ETL
4 47 (33.10%) Agile Software Development
5 46 (32.39%) Analytics
6 43 (30.28%) Scrum
7 28 (19.72%) Dimensional Modelling
8 22 (15.49%) Business Analysis
9 19 (13.38%) Predictive Analytics
9 19 (13.38%) Prescriptive Analytics
10 18 (12.68%) Sprint Planning
11 14 (9.86%) Test Automation
12 13 (9.15%) Coaching
12 13 (9.15%) Data Visualisation
12 13 (9.15%) Machine Learning
12 13 (9.15%) Software Engineering
13 11 (7.75%) Artificial Intelligence
13 11 (7.75%) Data Modelling
13 11 (7.75%) Kimball Methodology
13 11 (7.75%) Multichannel Retail
Programming Languages
1 110 (77.46%) SQL
2 58 (40.85%) Data Analysis Expressions (DAX)
3 48 (33.80%) T-SQL
4 19 (13.38%) R
4 19 (13.38%) VBA
5 17 (11.97%) C#
6 13 (9.15%) Python
7 2 (1.41%) JavaScript
7 2 (1.41%) VB.NET
8 1 (0.70%) C++
8 1 (0.70%) MATLAB
Qualifications
1 8 (5.63%) Degree
2 3 (2.11%) ISEB
2 3 (2.11%) ISTQB
2 3 (2.11%) Microsoft Certification
3 1 (0.70%) Computer Science Degree
Quality Assurance & Compliance
1 18 (12.68%) GDPR
2 4 (2.82%) PMO
3 2 (1.41%) Data Quality
System Software
1 2 (1.41%) Active Directory
1 2 (1.41%) VMware Infrastructure
Systems Management
1 1 (0.70%) Control-M
Vendors
1 94 (66.20%) Microsoft
2 52 (36.62%) Tableau
3 11 (7.75%) Google
4 4 (2.82%) Informatica
5 3 (2.11%) Ab Initio
5 3 (2.11%) Cognos
6 2 (1.41%) Oracle
6 2 (1.41%) VMware
7 1 (0.70%) Databricks
7 1 (0.70%) IBM
7 1 (0.70%) SAP