Period
to 21 October 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 21 October 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East Midlands
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 78 102 120
Rank change year-on-year +24 +18 -25
Permanent jobs citing Data Warehouse 171 136 154
As % of all permanent IT jobs advertised in the East Midlands 3.64% 2.73% 2.35%
As % of the Database & Business Intelligence category 11.02% 8.93% 7.52%
Number of salaries quoted 139 123 122
East Midlands median annual salary £43,500 £45,000 £45,000
Median salary % change year-on-year -3.33% - -
10th Percentile £31,871 £27,000 £35,000
90th Percentile £90,000 £57,500 £55,000
England median annual salary £55,000 £51,277 £55,000
% change year-on-year +7.26% -6.77% +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 1,552 1,523 2,047
As % of all permanent IT jobs advertised in the East Midlands 33.04% 30.52% 31.30%
Number of salaries quoted 1,321 1,316 1,641
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 £66,250 £61,250 £60,750
England median annual salary £50,000 £50,000 £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 21 October 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 21 October 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 +20 59 £43,750 -12.50% 12
Northamptonshire -3 54 £90,000 +115.57% 6
Leicestershire +7 36 £40,000 +14.29% 3
Derbyshire +22 20 £42,500 +6.25% 3
Data Warehouse
England

For the 6 months to 21 October 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.

1 129 (75.44%) Business Intelligence
2 120 (70.18%) SQL
3 103 (60.23%) SQL Server
4 85 (49.71%) Microsoft
5 80 (46.78%) SQL Server Integration Services
6 63 (36.84%) SQL Server Reporting Services
6 63 (36.84%) Agile Software Development
6 63 (36.84%) SQL Server Analysis Services
7 49 (28.65%) Analytics
8 47 (27.49%) Retail
8 47 (27.49%) ETL
9 46 (26.90%) Big Data
10 45 (26.32%) Power BI
11 42 (24.56%) Microsoft Azure
12 39 (22.81%) T-SQL
13 37 (21.64%) Visualisation
14 35 (20.47%) Data Modelling
15 31 (18.13%) Tableau
16 26 (15.20%) Business Analysis
17 25 (14.62%) Apache Spark
18 24 (14.04%) Master Data Management
18 24 (14.04%) Dimensional Modelling
19 23 (13.45%) Amazon AWS
19 23 (13.45%) Google
20 22 (12.87%) Scrum
20 22 (12.87%) BigQuery
20 22 (12.87%) Google Cloud Platform
21 21 (12.28%) Problem-Solving
21 21 (12.28%) Data Architecture
22 20 (11.70%) Enterprise Architecture

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 25 (14.62%) Apache Spark
2 11 (6.43%) SAS
3 10 (5.85%) SharePoint
4 2 (1.17%) IIS
5 1 (0.58%) MS Exchange
5 1 (0.58%) PowerExchange
Applications
1 17 (9.94%) Microsoft Excel
2 9 (5.26%) SPSS
3 1 (0.58%) Microsoft Office
3 1 (0.58%) Microsoft PowerPoint
3 1 (0.58%) MS Visio
3 1 (0.58%) Photoshop
Business Applications
1 14 (8.19%) Dynamics AX
2 6 (3.51%) NetSuite
3 2 (1.17%) Cognos Business Intelligence
4 1 (0.58%) Dynamics CRM
Cloud Services
1 42 (24.56%) Microsoft Azure
2 23 (13.45%) Amazon AWS
3 22 (12.87%) Google Cloud Platform
4 11 (6.43%) IBM Cloud
5 6 (3.51%) Cloud Computing
6 4 (2.34%) Azure Data Factory
6 4 (2.34%) Office 365
7 3 (1.75%) Firebase
8 1 (0.58%) Cortana Intelligence Suite
8 1 (0.58%) Dynamics 365
Communications & Networking
1 6 (3.51%) LAN
2 4 (2.34%) WAN
3 3 (1.75%) DHCP
3 3 (1.75%) DNS
3 3 (1.75%) TCP/IP
4 2 (1.17%) PABX
4 2 (1.17%) WLAN
5 1 (0.58%) Internet
5 1 (0.58%) SAN
Database & Business Intelligence
1 103 (60.23%) SQL Server
2 80 (46.78%) SQL Server Integration Services
3 63 (36.84%) SQL Server Analysis Services
3 63 (36.84%) SQL Server Reporting Services
4 46 (26.90%) Big Data
5 45 (26.32%) Power BI
6 22 (12.87%) BigQuery
7 20 (11.70%) Relational Database
8 18 (10.53%) Hadoop
9 16 (9.36%) Microsoft Analysis Services
10 14 (8.19%) OLAP
10 14 (8.19%) QlikView
11 13 (7.60%) OLAP Cube
12 11 (6.43%) Azure SQL Data Warehouse
12 11 (6.43%) BusinessObjects
12 11 (6.43%) NoSQL
12 11 (6.43%) Star Schema
13 10 (5.85%) Data Lake
14 9 (5.26%) Qlik Sense
15 8 (4.68%) SQL Server 2016
Development Applications
1 19 (11.11%) Team Foundation Server
2 10 (5.85%) Visual Studio
3 8 (4.68%) JIRA
4 5 (2.92%) Git (software)
4 5 (2.92%) Jenkins
5 3 (1.75%) Android Studio
5 3 (1.75%) Bower
5 3 (1.75%) CruiseControl
5 3 (1.75%) git-flow
5 3 (1.75%) gulp
5 3 (1.75%) Jasmine
5 3 (1.75%) NUnit
5 3 (1.75%) SQL Server Management Studio (SSMS)
5 3 (1.75%) TeamCity
5 3 (1.75%) Travis CI
5 3 (1.75%) Visual Studio Team System
5 3 (1.75%) webpack
5 3 (1.75%) Xcode
5 3 (1.75%) Yeoman
6 2 (1.17%) Selenium
General
1 47 (27.49%) Retail
2 20 (11.70%) Finance
3 15 (8.77%) Banking
4 9 (5.26%) Manufacturing
5 5 (2.92%) Electronics
6 4 (2.34%) Advertising
6 4 (2.34%) Marketing
7 1 (0.58%) General Ledger
7 1 (0.58%) Law
Job Titles
1 66 (38.60%) Developer
2 32 (18.71%) Business Intelligence Developer
3 29 (16.96%) Architect
4 28 (16.37%) Data Architect
5 24 (14.04%) Analyst
6 19 (11.11%) SQL Developer
7 17 (9.94%) Business Developer
8 14 (8.19%) Big Data Architect
9 12 (7.02%) Data Engineer
9 12 (7.02%) SQL BI Developer
10 11 (6.43%) SQL Server Developer
11 10 (5.85%) Business Intelligence Analyst
11 10 (5.85%) DBA
11 10 (5.85%) Enterprise Architect
12 9 (5.26%) Enterprise Data Architect
12 9 (5.26%) JavaScript Developer
12 9 (5.26%) Senior Analyst
12 9 (5.26%) SQL Server BI Developer
13 8 (4.68%) SQL DBA
14 7 (4.09%) Data Analyst
Libraries, Frameworks & Software Standards
1 19 (11.11%) .NET
2 14 (8.19%) MDX
3 13 (7.60%) XML
4 12 (7.02%) Web Services
5 11 (6.43%) JSON
6 8 (4.68%) HTML
7 6 (3.51%) .NET Framework
7 6 (3.51%) AngularJS
7 6 (3.51%) CSS
7 6 (3.51%) Kafka
7 6 (3.51%) RESTful
8 5 (2.92%) ASP.NET
9 4 (2.34%) ActiveMQ
10 3 (1.75%) CSS3
10 3 (1.75%) Handlebars
10 3 (1.75%) Node.js
10 3 (1.75%) React
10 3 (1.75%) React Native
10 3 (1.75%) Redux
10 3 (1.75%) Sass
Miscellaneous
1 20 (11.70%) Analytical Skills
2 17 (9.94%) NHS
3 14 (8.19%) Computer Science
4 10 (5.85%) Greenfield Project
5 7 (4.09%) Self-Motivation
6 5 (2.92%) Clustering
7 4 (2.34%) Data Structures
7 4 (2.34%) Replication
8 3 (1.75%) Management Information System
8 3 (1.75%) Mobile App
9 2 (1.17%) Blackberry
9 2 (1.17%) Reference Data
9 2 (1.17%) Smartphone
10 1 (0.58%) Algorithms
10 1 (0.58%) Analytical Mindset
10 1 (0.58%) Blog
10 1 (0.58%) Data Centre
10 1 (0.58%) Enterprise Software
10 1 (0.58%) Mashup
10 1 (0.58%) User Experience
Operating Systems
1 7 (4.09%) Windows
2 5 (2.92%) Windows Server
3 3 (1.75%) Android
4 2 (1.17%) Linux
5 1 (0.58%) Unix
5 1 (0.58%) Windows 7
5 1 (0.58%) Windows XP
Processes & Methodologies
1 129 (75.44%) Business Intelligence
2 63 (36.84%) Agile Software Development
3 49 (28.65%) Analytics
4 47 (27.49%) ETL
5 37 (21.64%) Visualisation
6 35 (20.47%) Data Modelling
7 26 (15.20%) Business Analysis
8 24 (14.04%) Dimensional Modelling
8 24 (14.04%) Master Data Management
9 22 (12.87%) Scrum
10 21 (12.28%) Data Architecture
10 21 (12.28%) Problem-Solving
11 20 (11.70%) Enterprise Architecture
12 19 (11.11%) Coaching
13 18 (10.53%) IT Strategy
13 18 (10.53%) Kimball Methodology
14 17 (9.94%) Metadata Management
14 17 (9.94%) Performance Tuning
14 17 (9.94%) Test Automation
15 16 (9.36%) DevOps
Programming Languages
1 120 (70.18%) SQL
2 39 (22.81%) T-SQL
3 19 (11.11%) Java
4 17 (9.94%) C#
5 16 (9.36%) Python
6 15 (8.77%) JavaScript
7 9 (5.26%) PowerShell
7 9 (5.26%) VBA
8 6 (3.51%) PL/SQL
9 3 (1.75%) Objective-C
10 2 (1.17%) Data Analysis Expressions (DAX)
10 2 (1.17%) R
11 1 (0.58%) C++
11 1 (0.58%) Scala
11 1 (0.58%) Shell Script
11 1 (0.58%) VB
11 1 (0.58%) VB.NET
11 1 (0.58%) VB6
Qualifications
1 16 (9.36%) Degree
2 8 (4.68%) Microsoft Certification
3 5 (2.92%) ISEB
4 4 (2.34%) ISTQB Foundation Certification
4 4 (2.34%) MCSA
5 2 (1.17%) MCSE
6 1 (0.58%) Computer Science Degree
6 1 (0.58%) DBS Check
6 1 (0.58%) ISTQB
6 1 (0.58%) Master's Degree
Quality Assurance & Compliance
1 17 (9.94%) PMO
2 9 (5.26%) GDPR
3 7 (4.09%) Data Quality
4 2 (1.17%) IFRS
4 2 (1.17%) IFRS 9
4 2 (1.17%) TickIT
System Software
1 3 (1.75%) Active Directory
1 3 (1.75%) Docker
Systems Management
1 2 (1.17%) Opscode Chef
Vendors
1 85 (49.71%) Microsoft
2 31 (18.13%) Tableau
3 23 (13.45%) Google
4 17 (9.94%) Oracle
5 11 (6.43%) Cloudera
5 11 (6.43%) Cognos
5 11 (6.43%) MapR
5 11 (6.43%) Talend
6 9 (5.26%) Infor
7 7 (4.09%) Alteryx
8 6 (3.51%) JD Edwards
9 5 (2.92%) Informatica
10 4 (2.34%) Hortonworks
11 3 (1.75%) Facebook
12 2 (1.17%) SolarWinds
12 2 (1.17%) Teradata
13 1 (0.58%) Ab Initio
13 1 (0.58%) Intel
13 1 (0.58%) Netezza
13 1 (0.58%) Twitter