Period
to 12 December 2018

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 12 December 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East Midlands
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 83 123 101
Rank change year-on-year +40 -22 -5
Permanent jobs citing Data Warehouse 161 119 174
As % of all permanent IT jobs advertised in the East Midlands 3.66% 2.26% 2.72%
As % of the Database & Business Intelligence category 11.62% 7.07% 8.64%
Number of salaries quoted 126 110 132
East Midlands median annual salary £42,500 £42,500 £45,000
Median salary % change year-on-year - -5.56% -
10th Percentile £31,638 £27,000 £35,000
90th Percentile £90,000 £55,000 £56,125
England median annual salary £55,000 £52,000 £55,000
% change year-on-year +5.77% -5.45% +10.00%

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 1,385 1,682 2,013
As % of all permanent IT jobs advertised in the East Midlands 31.48% 31.93% 31.51%
Number of salaries quoted 1,132 1,455 1,664
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £26,250 £26,601
90th Percentile £68,000 £60,000 £62,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 12 December 2018.

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 12 December 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
Leicestershire +18 60 £40,000 - 8
Northamptonshire +5 46 £43,500 +20.00% 10
Nottinghamshire +22 44 £45,000 -10.00% 5
Derbyshire +17 10 £42,500 -17.07% 2
Data Warehouse
England

For the 6 months to 12 December 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 East Midlands region with a requirement for Data Warehouse.

1 138 (85.71%) Business Intelligence
2 127 (78.88%) SQL
3 112 (69.57%) SQL Server
4 103 (63.98%) Microsoft
5 90 (55.90%) SQL Server Integration Services
6 76 (47.20%) SQL Server Reporting Services
7 72 (44.72%) SQL Server Analysis Services
8 58 (36.02%) Power BI
9 53 (32.92%) Visualisation
10 52 (32.30%) Agile Software Development
11 51 (31.68%) Analytics
12 50 (31.06%) ETL
13 48 (29.81%) T-SQL
14 46 (28.57%) Retail
15 42 (26.09%) Tableau
16 39 (24.22%) Big Data
17 36 (22.36%) Microsoft Azure
18 33 (20.50%) Business Analysis
19 31 (19.25%) MDX
19 31 (19.25%) Dimensional Modelling
20 29 (18.01%) Team Foundation Server
21 28 (17.39%) Scrum
22 27 (16.77%) Data Modelling
23 24 (14.91%) SAS
23 24 (14.91%) Microsoft Analysis Services
23 24 (14.91%) Analytical Skills
24 23 (14.29%) Coaching
25 22 (13.66%) Data Analysis Expressions (DAX)
26 21 (13.04%) Kimball Methodology
27 19 (11.80%) C#

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 24 (14.91%) SAS
2 13 (8.07%) Apache Spark
3 12 (7.45%) SharePoint
4 2 (1.24%) IIS
5 1 (0.62%) MS Exchange
Applications
1 19 (11.80%) Microsoft Excel
2 9 (5.59%) SPSS
3 1 (0.62%) Microsoft PowerPoint
3 1 (0.62%) MS Visio
3 1 (0.62%) Photoshop
Business Applications
1 14 (8.70%) Dynamics AX
2 6 (3.73%) NetSuite
3 2 (1.24%) Cognos Business Intelligence
Cloud Services
1 36 (22.36%) Microsoft Azure
2 16 (9.94%) Google Cloud Platform
3 14 (8.70%) Amazon AWS
4 7 (4.35%) IBM Cloud
5 6 (3.73%) Azure Data Factory
6 4 (2.48%) Cloud Computing
7 1 (0.62%) Cortana Intelligence Suite
7 1 (0.62%) Dynamics 365
7 1 (0.62%) Office 365
7 1 (0.62%) SaaS
Communications & Networking
1 3 (1.86%) DHCP
1 3 (1.86%) DNS
1 3 (1.86%) LAN
1 3 (1.86%) TCP/IP
2 2 (1.24%) PABX
2 2 (1.24%) WLAN
3 1 (0.62%) Internet
3 1 (0.62%) SAN
3 1 (0.62%) WAN
Database & Business Intelligence
1 112 (69.57%) SQL Server
2 90 (55.90%) SQL Server Integration Services
3 76 (47.20%) SQL Server Reporting Services
4 72 (44.72%) SQL Server Analysis Services
5 58 (36.02%) Power BI
6 39 (24.22%) Big Data
7 24 (14.91%) Microsoft Analysis Services
8 18 (11.18%) Hadoop
8 18 (11.18%) QlikView
9 17 (10.56%) Relational Database
9 17 (10.56%) SQL Server 2012
10 16 (9.94%) BigQuery
11 14 (8.70%) OLAP
11 14 (8.70%) OLAP Cube
11 14 (8.70%) Qlik Sense
12 12 (7.45%) Azure SQL Data Warehouse
13 10 (6.21%) BusinessObjects
14 9 (5.59%) SAS EBI
15 8 (4.97%) Data Lake
15 8 (4.97%) NoSQL
Development Applications
1 29 (18.01%) Team Foundation Server
2 19 (11.80%) Visual Studio
3 5 (3.11%) Git (software)
3 5 (3.11%) Jenkins
3 5 (3.11%) JIRA
4 4 (2.48%) Visual Studio Team System
5 3 (1.86%) Bower
5 3 (1.86%) gulp
5 3 (1.86%) Jasmine
5 3 (1.86%) Travis CI
5 3 (1.86%) webpack
5 3 (1.86%) Yeoman
6 2 (1.24%) CruiseControl
6 2 (1.24%) NUnit
7 1 (0.62%) SQL Server Management Studio (SSMS)
General
1 46 (28.57%) Retail
2 15 (9.32%) Finance
2 15 (9.32%) Marketing
3 11 (6.83%) Manufacturing
4 9 (5.59%) Banking
5 1 (0.62%) Electronics
5 1 (0.62%) Law
5 1 (0.62%) Local Government
5 1 (0.62%) Publishing
Job Titles
1 91 (56.52%) Developer
2 60 (37.27%) Business Intelligence Developer
3 21 (13.04%) Architect
4 20 (12.42%) Analyst
4 20 (12.42%) Data Architect
5 19 (11.80%) SQL Developer
6 18 (11.18%) Business Developer
6 18 (11.18%) Senior Developer
7 15 (9.32%) Senior Business Intelligence Developer
8 13 (8.07%) Business Intelligence Analyst
8 13 (8.07%) SQL BI Developer
9 12 (7.45%) SQL Server Developer
10 10 (6.21%) Big Data Architect
11 9 (5.59%) SQL Server BI Developer
12 8 (4.97%) Data Engineer
12 8 (4.97%) Software Developer
12 8 (4.97%) SSIS Developer
12 8 (4.97%) SSRS Developer
13 7 (4.35%) Data Warehouse Developer
13 7 (4.35%) Lead Developer
Libraries, Frameworks & Software Standards
1 31 (19.25%) MDX
2 17 (10.56%) .NET
3 10 (6.21%) XML
4 9 (5.59%) Web Services
5 8 (4.97%) .NET Framework
6 7 (4.35%) JSON
7 6 (3.73%) ActiveMQ
7 6 (3.73%) HTML
8 5 (3.11%) AngularJS
8 5 (3.11%) CSS
9 4 (2.48%) Kafka
9 4 (2.48%) RESTful
10 3 (1.86%) ASP.NET
10 3 (1.86%) CSS3
10 3 (1.86%) Handlebars
10 3 (1.86%) HTML5
10 3 (1.86%) Node.js
10 3 (1.86%) React
10 3 (1.86%) Sass
11 2 (1.24%) Velocity
Miscellaneous
1 24 (14.91%) Analytical Skills
2 12 (7.45%) NHS
3 10 (6.21%) Greenfield Project
4 3 (1.86%) Data Centre
4 3 (1.86%) Management Information System
4 3 (1.86%) Self-Motivation
5 2 (1.24%) Blackberry
5 2 (1.24%) Data Structures
5 2 (1.24%) Fintech
5 2 (1.24%) Reference Data
5 2 (1.24%) Smartphone
6 1 (0.62%) Blog
6 1 (0.62%) Enterprise Software
6 1 (0.62%) FMCG
6 1 (0.62%) Mashup
6 1 (0.62%) N-Tier
6 1 (0.62%) Public Cloud
6 1 (0.62%) Tandem
6 1 (0.62%) User Experience
Operating Systems
1 9 (5.59%) Windows
2 7 (4.35%) Windows Server
3 2 (1.24%) Linux
4 1 (0.62%) Windows 7
4 1 (0.62%) Windows XP
Processes & Methodologies
1 138 (85.71%) Business Intelligence
2 53 (32.92%) Visualisation
3 52 (32.30%) Agile Software Development
4 51 (31.68%) Analytics
5 50 (31.06%) ETL
6 33 (20.50%) Business Analysis
7 31 (19.25%) Dimensional Modelling
8 28 (17.39%) Scrum
9 27 (16.77%) Data Modelling
10 23 (14.29%) Coaching
11 21 (13.04%) Kimball Methodology
12 18 (11.18%) Enterprise Architecture
12 18 (11.18%) IT Strategy
12 18 (11.18%) Master Data Management
13 17 (10.56%) DevOps
14 14 (8.70%) ERP
14 14 (8.70%) Predictive Analytics
14 14 (8.70%) Prescriptive Analytics
15 13 (8.07%) Data Architecture
15 13 (8.07%) Test Automation
Programming Languages
1 127 (78.88%) SQL
2 48 (29.81%) T-SQL
3 22 (13.66%) Data Analysis Expressions (DAX)
4 19 (11.80%) C#
5 13 (8.07%) VBA
6 10 (6.21%) JavaScript
7 9 (5.59%) Python
8 7 (4.35%) Java
9 5 (3.11%) PL/SQL
9 5 (3.11%) R
10 4 (2.48%) PowerShell
11 2 (1.24%) C++
12 1 (0.62%) VB
12 1 (0.62%) VB.NET
12 1 (0.62%) VB6
Qualifications
1 10 (6.21%) Degree
2 6 (3.73%) Microsoft Certification
3 2 (1.24%) Computer Science Degree
3 2 (1.24%) Master's Degree
3 2 (1.24%) MCSA
4 1 (0.62%) DBS Check
Quality Assurance & Compliance
1 18 (11.18%) GDPR
2 12 (7.45%) PMO
3 3 (1.86%) Data Quality
4 2 (1.24%) IFRS
4 2 (1.24%) IFRS 9
System Software
1 4 (2.48%) Active Directory
2 3 (1.86%) Docker
3 1 (0.62%) VMware Infrastructure
Systems Management
1 2 (1.24%) Opscode Chef
2 1 (0.62%) Control-M
Vendors
1 103 (63.98%) Microsoft
2 42 (26.09%) Tableau
3 17 (10.56%) Google
4 15 (9.32%) Oracle
5 13 (8.07%) Cognos
6 10 (6.21%) Talend
7 9 (5.59%) Infor
8 7 (4.35%) Cloudera
8 7 (4.35%) MapR
9 6 (3.73%) JD Edwards
10 5 (3.11%) Alteryx
11 4 (2.48%) Hortonworks
11 4 (2.48%) Informatica
12 2 (1.24%) Netezza
12 2 (1.24%) Teradata
13 1 (0.62%) IBM
13 1 (0.62%) Intel
13 1 (0.62%) VMware