Period
to 26 May 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 26 May 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East Midlands
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 82 82 96
Rank change year-on-year 0 +14 -15
Permanent jobs citing Data Warehouse 181 195 181
As % of all permanent IT jobs advertised in the East Midlands 3.57% 3.47% 2.88%
As % of the Database & Business Intelligence category 10.25% 11.02% 8.58%
Number of salaries quoted 171 178 156
East Midlands median annual salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.56% - +5.88%
10th Percentile £28,750 £32,500 £31,000
90th Percentile £88,750 £59,000 £56,875
England median annual salary £52,500 £51,402 £52,500
% change year-on-year +2.14% -2.09% +0.96%

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 1,766 1,770 2,109
As % of all permanent IT jobs advertised in the East Midlands 34.79% 31.48% 33.59%
Number of salaries quoted 1,548 1,485 1,668
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £60,000 £60,000 £56,250
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 26 May 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 26 May 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 +37 64 £43,000 -9.47% 8
Northamptonshire -43 46 £55,000 +22.22% 5
Derbyshire +26 42 £42,500 +6.25% 3
Leicestershire +4 15 £42,000 +15.07% 6
Lincolnshire +7 11 £37,000 +13.85%
Data Warehouse
England

For the 6 months to 26 May 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.

1 145 (80.11%) Business Intelligence
2 109 (60.22%) SQL
3 102 (56.35%) SQL Server
4 72 (39.78%) SQL Server Integration Services
5 67 (37.02%) SQL Server Analysis Services
6 65 (35.91%) SQL Server Reporting Services
7 63 (34.81%) Agile Software Development
8 62 (34.25%) Microsoft
9 60 (33.15%) ETL
10 59 (32.60%) Retail
11 42 (23.20%) NHS
12 41 (22.65%) Analytical Skills
13 40 (22.10%) Data Modelling
14 38 (20.99%) PMO
15 36 (19.89%) Microsoft Azure
15 36 (19.89%) Big Data
15 36 (19.89%) Visualisation
16 35 (19.34%) T-SQL
17 33 (18.23%) Power BI
18 32 (17.68%) Oracle
19 31 (17.13%) Scrum
20 26 (14.36%) Windows
20 26 (14.36%) Analytics
20 26 (14.36%) Tableau
21 25 (13.81%) Hadoop
21 25 (13.81%) C#
22 24 (13.26%) .NET
22 24 (13.26%) Amazon AWS
23 23 (12.71%) Apache Spark
23 23 (12.71%) Java

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 23 (12.71%) Apache Spark
2 13 (7.18%) MS Exchange
2 13 (7.18%) SAS
3 4 (2.21%) Exchange Server 2010
3 4 (2.21%) SharePoint
4 3 (1.66%) WordPress
5 1 (0.55%) Apache Solr
5 1 (0.55%) PowerExchange
Applications
1 17 (9.39%) Microsoft Excel
2 4 (2.21%) Microsoft PowerPoint
3 2 (1.10%) Microsoft Office
4 1 (0.55%) SPSS
Business Applications
1 3 (1.66%) Dynamics AX
2 1 (0.55%) Dynamics CRM
2 1 (0.55%) NetSuite
2 1 (0.55%) Salesforce.com CRM
Cloud Services
1 36 (19.89%) Microsoft Azure
2 24 (13.26%) Amazon AWS
3 10 (5.52%) Google Cloud Platform
3 10 (5.52%) Office 365
4 8 (4.42%) Bluemix
4 8 (4.42%) IBM Cloud
5 6 (3.31%) Firebase
6 3 (1.66%) Cloud Computing
7 2 (1.10%) Amazon S3
Communications & Networking
1 11 (6.08%) Remote Desktop
2 10 (5.52%) LAN
2 10 (5.52%) WAN
3 7 (3.87%) Firewall
3 7 (3.87%) SAN
4 5 (2.76%) Wireless
5 1 (0.55%) DHCP
5 1 (0.55%) DNS
5 1 (0.55%) TCP/IP
Database & Business Intelligence
1 102 (56.35%) SQL Server
2 72 (39.78%) SQL Server Integration Services
3 67 (37.02%) SQL Server Analysis Services
4 65 (35.91%) SQL Server Reporting Services
5 36 (19.89%) Big Data
6 33 (18.23%) Power BI
7 25 (13.81%) Hadoop
8 22 (12.15%) Relational Database
9 15 (8.29%) SQL Server 2016
10 13 (7.18%) SQL Server 2014
11 11 (6.08%) Enterprise Data Warehouse
12 10 (5.52%) BigQuery
12 10 (5.52%) BusinessObjects
12 10 (5.52%) Microsoft Analysis Services
12 10 (5.52%) OLAP
12 10 (5.52%) SAP BW
13 9 (4.97%) Data Mining
14 8 (4.42%) PostgreSQL
14 8 (4.42%) SQL Server 2012
14 8 (4.42%) Star Schema
Development Applications
1 12 (6.63%) Team Foundation Server
2 11 (6.08%) Visual Studio
3 7 (3.87%) JIRA
4 6 (3.31%) Android Studio
4 6 (3.31%) git-flow
4 6 (3.31%) TeamCity
4 6 (3.31%) Xcode
5 3 (1.66%) Selenium
5 3 (1.66%) SQL Server Management Studio (SSMS)
6 2 (1.10%) Oracle Forms
7 1 (0.55%) CruiseControl
7 1 (0.55%) Git (software)
7 1 (0.55%) NUnit
General
1 59 (32.60%) Retail
2 19 (10.50%) Finance
3 12 (6.63%) Manufacturing
4 9 (4.97%) Banking
5 6 (3.31%) Law
5 6 (3.31%) Marketing
6 5 (2.76%) Aerospace
6 5 (2.76%) Automotive
6 5 (2.76%) Electronics
7 3 (1.66%) Legal
8 2 (1.10%) Advertising
8 2 (1.10%) Corporate Banking
9 1 (0.55%) General Ledger
Job Titles
1 72 (39.78%) Developer
2 32 (17.68%) Business Intelligence Developer
3 26 (14.36%) Analyst
4 21 (11.60%) Architect
5 20 (11.05%) Data Architect
6 13 (7.18%) Data Warehouse Developer
7 11 (6.08%) Big Data Architect
7 11 (6.08%) Software Developer
8 10 (5.52%) Data Engineer
8 10 (5.52%) DBA
8 10 (5.52%) Enterprise Architect
8 10 (5.52%) Enterprise Data Architect
9 9 (4.97%) Business Intelligence Analyst
9 9 (4.97%) Consultant
9 9 (4.97%) SQL DBA
10 8 (4.42%) Infrastructure Engineer
10 8 (4.42%) Senior Analyst
10 8 (4.42%) Senior Developer
11 7 (3.87%) JavaScript Developer
11 7 (3.87%) SQL Developer
Libraries, Frameworks & Software Standards
1 24 (13.26%) .NET
2 13 (7.18%) MDX
3 9 (4.97%) CSS
4 8 (4.42%) JSON
4 8 (4.42%) Web Services
5 7 (3.87%) ASP.NET
5 7 (3.87%) HTML
5 7 (3.87%) XML
6 6 (3.31%) React Native
6 6 (3.31%) Redux
6 6 (3.31%) RESTful
7 4 (2.21%) WCF
7 4 (2.21%) WinForms
8 3 (1.66%) .NET Framework
8 3 (1.66%) Ajax
8 3 (1.66%) ASP.NET MVC
8 3 (1.66%) ASP.NET Web Forms
8 3 (1.66%) jQuery
9 2 (1.10%) Entity Framework
9 2 (1.10%) HTML5
Miscellaneous
1 42 (23.20%) NHS
2 41 (22.65%) Analytical Skills
3 17 (9.39%) Computer Science
4 8 (4.42%) Algorithms
4 8 (4.42%) Greenfield Project
5 7 (3.87%) Mobile App
6 6 (3.31%) Replication
7 5 (2.76%) Clustering
7 5 (2.76%) Renewable Energy
7 5 (2.76%) Self-Motivation
8 4 (2.21%) CCTV
8 4 (2.21%) Management Information System
9 3 (1.66%) Credit Risk
10 2 (1.10%) Analytical Mindset
10 2 (1.10%) Data Structures
10 2 (1.10%) FMCG
11 1 (0.55%) Data Centre
11 1 (0.55%) Data Protection Act
11 1 (0.55%) Fintech
11 1 (0.55%) User Experience
Operating Systems
1 26 (14.36%) Windows
2 11 (6.08%) Windows Server 2003
3 10 (5.52%) Linux
4 7 (3.87%) Android
4 7 (3.87%) Windows Server
5 5 (2.76%) Unix
6 4 (2.21%) Windows 8
6 4 (2.21%) Windows Vista
6 4 (2.21%) Windows XP
7 1 (0.55%) Apple iOS
7 1 (0.55%) Debian
Processes & Methodologies
1 145 (80.11%) Business Intelligence
2 63 (34.81%) Agile Software Development
3 60 (33.15%) ETL
4 40 (22.10%) Data Modelling
5 36 (19.89%) Visualisation
6 31 (17.13%) Scrum
7 26 (14.36%) Analytics
8 21 (11.60%) Data Management
9 20 (11.05%) Data Architecture
10 18 (9.94%) Dimensional Modelling
10 18 (9.94%) Problem-Solving
11 17 (9.39%) Data Integration
12 14 (7.73%) Data Engineering
12 14 (7.73%) TDD
13 13 (7.18%) E-Commerce
13 13 (7.18%) Master Data Management
14 12 (6.63%) Enterprise Architecture
14 12 (6.63%) Performance Tuning
15 11 (6.08%) IT Strategy
15 11 (6.08%) TOGAF
Programming Languages
1 109 (60.22%) SQL
2 35 (19.34%) T-SQL
3 25 (13.81%) C#
4 23 (12.71%) Java
5 18 (9.94%) Python
6 15 (8.29%) JavaScript
7 10 (5.52%) Data Analysis Expressions (DAX)
7 10 (5.52%) PL/SQL
7 10 (5.52%) PowerShell
8 6 (3.31%) Objective-C
9 5 (2.76%) C++
9 5 (2.76%) Smalltalk
9 5 (2.76%) VB
10 3 (1.66%) Scala
10 3 (1.66%) VB.NET
10 3 (1.66%) VB6
10 3 (1.66%) VBA
11 2 (1.10%) R
12 1 (0.55%) C
12 1 (0.55%) Perl
Qualifications
1 15 (8.29%) Degree
2 14 (7.73%) Microsoft Certification
3 13 (7.18%) MCSA
3 13 (7.18%) MCSE
4 7 (3.87%) CCNA
4 7 (3.87%) Cisco Certification
5 5 (2.76%) ISEB
6 4 (2.21%) MCDBA
7 3 (1.66%) ISTQB Foundation Certification
8 2 (1.10%) ISTQB
9 1 (0.55%) DBS Check
Quality Assurance & Compliance
1 38 (20.99%) PMO
2 11 (6.08%) Data Quality
3 10 (5.52%) GDPR
4 2 (1.10%) TickIT
System Software
1 14 (7.73%) Active Directory
2 11 (6.08%) VMware Infrastructure
2 11 (6.08%) XenApp
Systems Management
1 1 (0.55%) Systems Management Server (SMS)
Vendors
1 62 (34.25%) Microsoft
2 32 (17.68%) Oracle
3 26 (14.36%) Tableau
4 13 (7.18%) Informatica
5 11 (6.08%) Citrix
5 11 (6.08%) HP
5 11 (6.08%) SAP
5 11 (6.08%) Talend
5 11 (6.08%) VMware
6 10 (5.52%) Google
7 7 (3.87%) Dell
8 6 (3.31%) Cloudera
8 6 (3.31%) MapR
9 3 (1.66%) Ab Initio
9 3 (1.66%) SolarWinds
9 3 (1.66%) Teradata
10 2 (1.10%) Alteryx
10 2 (1.10%) Cognos
10 2 (1.10%) RedGate
11 1 (0.55%) Blue Prism