Period
to 20 August 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East Midlands
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 74 96 109
Rank change year-on-year +22 +13 -25
Permanent jobs citing Data Warehouse 195 152 163
As % of all permanent IT jobs advertised in the East Midlands 3.99% 2.86% 2.53%
As % of the Database & Business Intelligence category 11.64% 9.26% 7.85%
Number of salaries quoted 163 137 133
East Midlands median annual salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.56% - -
10th Percentile £29,961 £32,500 £35,000
90th Percentile £90,000 £57,500 £56,250
England median annual salary £54,125 £50,000 £52,500
% change year-on-year +8.25% -4.76% +1.94%

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 1,675 1,641 2,076
As % of all permanent IT jobs advertised in the East Midlands 34.26% 30.85% 32.20%
Number of salaries quoted 1,447 1,396 1,674
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 £26,250
90th Percentile £61,350 £61,250 £57,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +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 20 August 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 20 August 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
Nottinghamshire +50 68 £42,500 -15.00% 9
Northamptonshire -19 60 £90,000 +100.00% 7
Derbyshire +24 33 £42,500 +6.25% 4
Leicestershire +12 27 £40,000 -15.79% 4
Lincolnshire -8 2 £28,250 -13.08%
Data Warehouse
England

For the 6 months to 20 August 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.

1 157 (80.51%) Business Intelligence
2 121 (62.05%) SQL
3 102 (52.31%) SQL Server
4 83 (42.56%) SQL Server Integration Services
5 75 (38.46%) Microsoft
6 70 (35.90%) SQL Server Reporting Services
6 70 (35.90%) SQL Server Analysis Services
7 67 (34.36%) Agile Software Development
8 58 (29.74%) Retail
9 53 (27.18%) ETL
9 53 (27.18%) Big Data
10 45 (23.08%) Visualisation
11 42 (21.54%) Power BI
12 41 (21.03%) T-SQL
13 40 (20.51%) Microsoft Azure
13 40 (20.51%) Analytics
14 37 (18.97%) Data Modelling
15 35 (17.95%) Tableau
16 29 (14.87%) NHS
17 28 (14.36%) Apache Spark
18 27 (13.85%) Analytical Skills
18 27 (13.85%) Amazon AWS
19 26 (13.33%) Hadoop
19 26 (13.33%) PMO
19 26 (13.33%) Enterprise Architecture
20 24 (12.31%) Finance
20 24 (12.31%) Microsoft Excel
21 23 (11.79%) C#
21 23 (11.79%) Scrum
21 23 (11.79%) Master Data Management

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 28 (14.36%) Apache Spark
2 13 (6.67%) SAS
3 5 (2.56%) MS Exchange
4 3 (1.54%) Exchange Server 2010
4 3 (1.54%) SharePoint
5 1 (0.51%) Apache Solr
5 1 (0.51%) IIS
5 1 (0.51%) PowerExchange
Applications
1 24 (12.31%) Microsoft Excel
2 7 (3.59%) SPSS
3 4 (2.05%) Microsoft PowerPoint
4 3 (1.54%) Microsoft Office
5 1 (0.51%) MS Visio
5 1 (0.51%) Photoshop
Business Applications
1 7 (3.59%) Dynamics AX
2 3 (1.54%) NetSuite
3 1 (0.51%) Dynamics CRM
3 1 (0.51%) Salesforce.com CRM
Cloud Services
1 40 (20.51%) Microsoft Azure
2 27 (13.85%) Amazon AWS
3 19 (9.74%) Google Cloud Platform
4 11 (5.64%) IBM Cloud
5 8 (4.10%) Cloud Computing
6 6 (3.08%) Firebase
7 5 (2.56%) Office 365
8 2 (1.03%) Amazon S3
9 1 (0.51%) Cortana Intelligence Suite
9 1 (0.51%) Dynamics 365
Communications & Networking
1 7 (3.59%) LAN
2 5 (2.56%) WAN
3 4 (2.05%) DHCP
3 4 (2.05%) DNS
3 4 (2.05%) Remote Desktop
3 4 (2.05%) TCP/IP
3 4 (2.05%) Wireless
4 2 (1.03%) PABX
4 2 (1.03%) SAN
4 2 (1.03%) WLAN
5 1 (0.51%) Firewall
5 1 (0.51%) Internet
Database & Business Intelligence
1 102 (52.31%) SQL Server
2 83 (42.56%) SQL Server Integration Services
3 70 (35.90%) SQL Server Analysis Services
3 70 (35.90%) SQL Server Reporting Services
4 53 (27.18%) Big Data
5 42 (21.54%) Power BI
6 26 (13.33%) Hadoop
7 19 (9.74%) BigQuery
8 18 (9.23%) Microsoft Analysis Services
9 15 (7.69%) QlikView
10 13 (6.67%) Data Lake
11 12 (6.15%) SQL Server 2014
11 12 (6.15%) SQL Server 2016
12 11 (5.64%) Azure SQL Data Warehouse
12 11 (5.64%) OLAP
12 11 (5.64%) Relational Database
12 11 (5.64%) Star Schema
13 10 (5.13%) NoSQL
13 10 (5.13%) OLAP Cube
14 9 (4.62%) Data Mining
Development Applications
1 16 (8.21%) Team Foundation Server
2 10 (5.13%) Visual Studio
3 9 (4.62%) JIRA
4 6 (3.08%) Android Studio
4 6 (3.08%) git-flow
4 6 (3.08%) TeamCity
4 6 (3.08%) Xcode
5 4 (2.05%) Git (software)
6 3 (1.54%) CruiseControl
6 3 (1.54%) Jenkins
6 3 (1.54%) NUnit
6 3 (1.54%) Selenium
6 3 (1.54%) SQL Server Management Studio (SSMS)
7 2 (1.03%) Bower
7 2 (1.03%) gulp
7 2 (1.03%) Jasmine
7 2 (1.03%) Oracle Forms
7 2 (1.03%) Travis CI
7 2 (1.03%) webpack
7 2 (1.03%) Yeoman
General
1 58 (29.74%) Retail
2 24 (12.31%) Finance
3 15 (7.69%) Banking
4 8 (4.10%) Manufacturing
5 6 (3.08%) Electronics
6 5 (2.56%) Marketing
7 4 (2.05%) Advertising
7 4 (2.05%) Law
8 3 (1.54%) Legal
9 2 (1.03%) Corporate Banking
10 1 (0.51%) Aerospace
10 1 (0.51%) Automotive
10 1 (0.51%) General Ledger
Job Titles
1 75 (38.46%) Developer
2 36 (18.46%) Business Intelligence Developer
3 33 (16.92%) Architect
4 32 (16.41%) Data Architect
5 22 (11.28%) Analyst
6 21 (10.77%) Big Data Architect
7 18 (9.23%) Enterprise Architect
8 17 (8.72%) Enterprise Data Architect
8 17 (8.72%) SQL Developer
9 16 (8.21%) Data Engineer
10 13 (6.67%) Business Developer
11 11 (5.64%) Data Warehouse Developer
11 11 (5.64%) JavaScript Developer
11 11 (5.64%) Senior Analyst
12 10 (5.13%) Senior Developer
12 10 (5.13%) SQL BI Developer
13 9 (4.62%) DBA
14 8 (4.10%) Consultant
15 7 (3.59%) SQL DBA
15 7 (3.59%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 22 (11.28%) .NET
2 12 (6.15%) MDX
3 10 (5.13%) Web Services
3 10 (5.13%) XML
4 9 (4.62%) JSON
5 8 (4.10%) HTML
6 6 (3.08%) ASP.NET
6 6 (3.08%) CSS
6 6 (3.08%) React Native
6 6 (3.08%) Redux
6 6 (3.08%) RESTful
7 4 (2.05%) AngularJS
7 4 (2.05%) WCF
8 3 (1.54%) ASP.NET MVC
9 2 (1.03%) CSS3
9 2 (1.03%) Handlebars
9 2 (1.03%) HTML5
9 2 (1.03%) Kafka
9 2 (1.03%) Node.js
9 2 (1.03%) Sass
Miscellaneous
1 29 (14.87%) NHS
2 27 (13.85%) Analytical Skills
3 13 (6.67%) Computer Science
4 10 (5.13%) Greenfield Project
5 8 (4.10%) Self-Motivation
6 7 (3.59%) Management Information System
7 6 (3.08%) Algorithms
7 6 (3.08%) Mobile App
8 5 (2.56%) Clustering
9 4 (2.05%) Replication
10 3 (1.54%) CCTV
10 3 (1.54%) Credit Risk
10 3 (1.54%) Data Structures
11 2 (1.03%) Analytical Mindset
11 2 (1.03%) Blackberry
11 2 (1.03%) FMCG
11 2 (1.03%) Smartphone
12 1 (0.51%) Data Centre
12 1 (0.51%) Fintech
12 1 (0.51%) Renewable Energy
Operating Systems
1 8 (4.10%) Windows
2 6 (3.08%) Android
3 5 (2.56%) Unix
4 4 (2.05%) Windows Server 2003
4 4 (2.05%) Windows XP
5 3 (1.54%) Linux
5 3 (1.54%) Windows 8
5 3 (1.54%) Windows Vista
6 2 (1.03%) Windows Server
7 1 (0.51%) Debian
7 1 (0.51%) Windows 7
Processes & Methodologies
1 157 (80.51%) Business Intelligence
2 67 (34.36%) Agile Software Development
3 53 (27.18%) ETL
4 45 (23.08%) Visualisation
5 40 (20.51%) Analytics
6 37 (18.97%) Data Modelling
7 26 (13.33%) Enterprise Architecture
8 23 (11.79%) Master Data Management
8 23 (11.79%) Scrum
9 22 (11.28%) Problem-Solving
10 21 (10.77%) Data Architecture
10 21 (10.77%) Metadata Management
11 19 (9.74%) IT Strategy
11 19 (9.74%) Performance Tuning
12 18 (9.23%) TOGAF
12 18 (9.23%) Zachman Framework
13 16 (8.21%) Data Engineering
14 15 (7.69%) Business Analysis
15 14 (7.18%) Dimensional Modelling
15 14 (7.18%) Test Automation
Programming Languages
1 121 (62.05%) SQL
2 41 (21.03%) T-SQL
3 23 (11.79%) C#
4 22 (11.28%) Java
5 17 (8.72%) Python
6 14 (7.18%) JavaScript
7 12 (6.15%) PowerShell
8 8 (4.10%) PL/SQL
9 7 (3.59%) VBA
10 6 (3.08%) Data Analysis Expressions (DAX)
10 6 (3.08%) Objective-C
11 4 (2.05%) Scala
12 2 (1.03%) R
12 2 (1.03%) VB
13 1 (0.51%) C
13 1 (0.51%) C++
13 1 (0.51%) Perl
13 1 (0.51%) Shell Script
13 1 (0.51%) Smalltalk
13 1 (0.51%) VB.NET
Qualifications
1 18 (9.23%) Degree
2 7 (3.59%) Microsoft Certification
3 6 (3.08%) ISEB
4 5 (2.56%) MCSA
5 4 (2.05%) ISTQB Foundation Certification
6 3 (1.54%) MCSE
7 2 (1.03%) DBS Check
7 2 (1.03%) ISTQB
8 1 (0.51%) CCNA
8 1 (0.51%) Cisco Certification
Quality Assurance & Compliance
1 26 (13.33%) PMO
2 15 (7.69%) Data Quality
3 14 (7.18%) GDPR
4 2 (1.03%) TickIT
5 1 (0.51%) IFRS
5 1 (0.51%) IFRS 9
System Software
1 8 (4.10%) Active Directory
2 4 (2.05%) VMware Infrastructure
2 4 (2.05%) XenApp
3 2 (1.03%) Docker
Systems Management
1 1 (0.51%) Opscode Chef
1 1 (0.51%) Systems Management Server (SMS)
Vendors
1 75 (38.46%) Microsoft
2 35 (17.95%) Tableau
3 20 (10.26%) Google
3 20 (10.26%) Oracle
4 13 (6.67%) Talend
5 10 (5.13%) Informatica
6 9 (4.62%) Cloudera
6 9 (4.62%) MapR
7 6 (3.08%) Infor
8 4 (2.05%) Alteryx
8 4 (2.05%) Citrix
8 4 (2.05%) Cognos
8 4 (2.05%) HP
8 4 (2.05%) VMware
9 3 (1.54%) Ab Initio
9 3 (1.54%) Facebook
9 3 (1.54%) JD Edwards
10 2 (1.03%) SAP
10 2 (1.03%) SolarWinds
11 1 (0.51%) Salesforce.com