Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > Midlands
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 109 129 100
Rank change year-on-year +20 -29 -1
Permanent jobs citing Data Warehouse 418 422 519
As % of all permanent IT jobs advertised in the Midlands 2.73% 2.32% 2.79%
As % of the Database & Business Intelligence category 9.04% 8.16% 8.76%
Number of salaries quoted 386 300 430
Midlands median annual salary £47,500 £43,750 £44,000
Median salary % change year-on-year +8.57% -0.57% +3.53%
10th Percentile £30,000 £27,500 £28,975
90th Percentile £70,000 £60,000 £65,000
England median annual salary £52,500 £55,000 £50,000
% change year-on-year -4.55% +10.00% -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 Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Midlands
Permanent vacancies with a requirement for database or business intelligence skills 4623 5174 5927
As % of all permanent IT jobs advertised in the Midlands 30.21% 28.41% 31.81%
Number of salaries quoted 3982 4282 5040
Midlands median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% +2.67%
10th Percentile £26,025 £25,000 £23,750
90th Percentile £60,000 £60,000 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Warehouse
Job Vacancy Trend in the Midlands

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in the Midlands.

Job vacancy trend for Data Warehouse in the Midlands

Data Warehouse
Salary Trend in the Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in the Midlands.

Salary trend for Data Warehouse in the Midlands

Data Warehouse
Salary Histogram in the Midlands

The salary distribution of IT jobs citing Data Warehouse in the Midlands over the 6 months to 18 November 2017.

Salary histogram for Data Warehouse in the Midlands

Data Warehouse
Job Locations in the 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 Midlands region over the 6 months to 18 November 2017. 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
West Midlands +23 280 £47,500 +11.76% 9
East Midlands +13 129 £45,000 - 4
Data Warehouse
England

For the 6 months to 18 November 2017, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Midlands region with a requirement for Data Warehouse.

1 323 (77.27%) Business Intelligence
2 283 (67.70%) SQL
3 183 (43.78%) SQL Server Integration Services
4 163 (39.00%) SQL Server
5 159 (38.04%) ETL
6 131 (31.34%) SQL Server Analysis Services
7 130 (31.10%) SQL Server Reporting Services
8 120 (28.71%) Microsoft
9 107 (25.60%) Analytics
10 91 (21.77%) Finance
11 84 (20.10%) T-SQL
11 84 (20.10%) Power BI
12 77 (18.42%) Analytical Skills
13 71 (16.99%) Data Modelling
14 68 (16.27%) Oracle
15 67 (16.03%) Agile Software Development
16 64 (15.31%) Stakeholder Management
17 63 (15.07%) BusinessObjects
18 59 (14.11%) Data Management
19 58 (13.88%) Microsoft Azure
20 56 (13.40%) SAP
21 54 (12.92%) HTML
22 48 (11.48%) Data Integration
23 46 (11.00%) Migration
24 44 (10.53%) Data Quality
25 43 (10.29%) Data Migration
25 43 (10.29%) TOGAF
25 43 (10.29%) Cognos
26 42 (10.05%) UML
26 42 (10.05%) .NET

Data Warehouse
Co-occurring IT Skills in the 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 18 (4.31%) SAS
2 12 (2.87%) SharePoint
3 11 (2.63%) CMS
4 9 (2.15%) Confluence
5 6 (1.44%) SharePoint 2013
6 1 (0.24%) IIS
6 1 (0.24%) Oracle Application Server
6 1 (0.24%) Oracle Workflow
6 1 (0.24%) WebLogic
Applications
1 26 (6.22%) Microsoft Excel
2 14 (3.35%) SPSS
3 3 (0.72%) Microsoft Office
4 2 (0.48%) Microsoft PowerPoint
4 2 (0.48%) MS Visio
Business Applications
1 10 (2.39%) Cognos Business Intelligence
2 7 (1.67%) Dynamics AX
3 4 (0.96%) SAP ERP
4 3 (0.72%) JDE EnterpriseOne
5 2 (0.48%) NetSuite
6 1 (0.24%) Cognos TM1
6 1 (0.24%) Dynamics CRM
6 1 (0.24%) Oracle BPM
6 1 (0.24%) Oracle ERP
6 1 (0.24%) SAP BPC
Cloud Services
1 58 (13.88%) Microsoft Azure
2 20 (4.78%) Azure Data Factory
3 13 (3.11%) SaaS
4 12 (2.87%) Azure Machine Learning
5 11 (2.63%) PaaS
6 6 (1.44%) Office 365
7 5 (1.20%) Cortana Intelligence Suite
7 5 (1.20%) Dynamics 365
8 4 (0.96%) Amazon AWS
8 4 (0.96%) Google Cloud Platform
9 2 (0.48%) GitHub
10 1 (0.24%) IaaS
Communications & Networking
1 2 (0.48%) Internet
1 2 (0.48%) SMS
2 1 (0.24%) Extranet
2 1 (0.24%) Intranet
2 1 (0.24%) SAN
Database & Business Intelligence
1 183 (43.78%) SQL Server Integration Services
2 163 (39.00%) SQL Server
3 131 (31.34%) SQL Server Analysis Services
4 130 (31.10%) SQL Server Reporting Services
5 84 (20.10%) Power BI
6 63 (15.07%) BusinessObjects
7 40 (9.57%) OLAP
7 40 (9.57%) SQL Server 2014
8 39 (9.33%) SQL Server 2016
9 38 (9.09%) QlikView
10 29 (6.94%) Relational Database
11 27 (6.46%) SAP Data Services
12 26 (6.22%) OLTP
12 26 (6.22%) Oracle Database
13 25 (5.98%) SQL Server 2008
14 24 (5.74%) NoSQL
15 21 (5.02%) MySQL
16 20 (4.78%) Big Data
16 20 (4.78%) Enterprise Data Warehouse
17 19 (4.55%) DataStage
Development Applications
1 18 (4.31%) Visual Studio
2 15 (3.59%) Team Foundation Server
3 13 (3.11%) JIRA
4 4 (0.96%) SQL Server Management Studio (SSMS)
4 4 (0.96%) Talend Open Studio
5 1 (0.24%) Ant
5 1 (0.24%) ERwin
5 1 (0.24%) MSBuild
5 1 (0.24%) Oracle APEX
5 1 (0.24%) Visual Studio Team System
General
1 91 (21.77%) Finance
2 36 (8.61%) Retail
3 28 (6.70%) Banking
4 16 (3.83%) Electronics
5 9 (2.15%) Legal
6 8 (1.91%) Manufacturing
7 7 (1.67%) Advertising
8 6 (1.44%) Marketing
9 4 (0.96%) Local Government
10 3 (0.72%) Billing
11 2 (0.48%) Games
12 1 (0.24%) Automotive
12 1 (0.24%) Law
Job Titles
1 188 (44.98%) Developer
2 99 (23.68%) Business Intelligence Developer
3 66 (15.79%) SQL Developer
4 64 (15.31%) Analyst
5 55 (13.16%) Architect
6 48 (11.48%) Data Architect
7 37 (8.85%) Consultant
8 34 (8.13%) Data Warehouse Developer
9 32 (7.66%) SQL BI Developer
10 31 (7.42%) Solutions Architect
11 28 (6.70%) Infrastructure Architect
11 28 (6.70%) Infrastructure Solutions Architect
11 28 (6.70%) Senior Architect
11 28 (6.70%) Senior Data Architect
11 28 (6.70%) Senior Infrastructure Architect
11 28 (6.70%) Senior Solutions Architect
12 25 (5.98%) Senior Developer
13 24 (5.74%) .NET Developer
13 24 (5.74%) Business Intelligence Consultant
14 23 (5.50%) Business Consultant
Libraries, Frameworks & Software Standards
1 54 (12.92%) HTML
2 42 (10.05%) .NET
3 37 (8.85%) CSS
4 28 (6.70%) MDX
5 25 (5.98%) CSS3
5 25 (5.98%) HTML5
6 19 (4.55%) XML
7 16 (3.83%) Ruby on Rails
8 11 (2.63%) ASP.NET
9 10 (2.39%) ASP.NET Web API
10 9 (2.15%) .NET Core
10 9 (2.15%) AngularJS
10 9 (2.15%) Apache Cordova
10 9 (2.15%) ASP.NET Core
10 9 (2.15%) ASP.NET MVC
11 6 (1.44%) Web Services
12 2 (0.48%) .NET Framework
12 2 (0.48%) Entity Framework
13 1 (0.24%) JSON
13 1 (0.24%) RESTful
Miscellaneous
1 77 (18.42%) Analytical Skills
2 41 (9.81%) Management Information System
3 21 (5.02%) Greenfield Project
4 14 (3.35%) Virtual Team
5 9 (2.15%) Replication
6 8 (1.91%) Clustering
6 8 (1.91%) Data Structures
7 7 (1.67%) iPad
8 4 (0.96%) Computer Science
8 4 (0.96%) EPoS
9 3 (0.72%) Smart Meter
10 2 (0.48%) Public Cloud
11 1 (0.24%) Client/Server
11 1 (0.24%) Data Centre
11 1 (0.24%) Enterprise Storage
11 1 (0.24%) Fintech
11 1 (0.24%) Mobile App
Operating Systems
1 16 (3.83%) Android
1 16 (3.83%) Apple iOS
1 16 (3.83%) Linux
2 7 (1.67%) Red Hat Enterprise Linux
3 6 (1.44%) Windows
4 5 (1.20%) Windows Server
4 5 (1.20%) Windows Server 2008
4 5 (1.20%) Windows Server 2012
5 3 (0.72%) Unix
6 1 (0.24%) AIX
Processes & Methodologies
1 323 (77.27%) Business Intelligence
2 159 (38.04%) ETL
3 107 (25.60%) Analytics
4 71 (16.99%) Data Modelling
5 67 (16.03%) Agile Software Development
6 64 (15.31%) Stakeholder Management
7 59 (14.11%) Data Management
8 48 (11.48%) Data Integration
9 46 (11.00%) Migration
10 43 (10.29%) Data Migration
10 43 (10.29%) TOGAF
11 42 (10.05%) UML
12 38 (9.09%) Presales
13 33 (7.89%) Visualisation
14 32 (7.66%) E-Commerce
15 29 (6.94%) ArchiMate
16 28 (6.70%) Asset Management
16 28 (6.70%) Data Acquisition
16 28 (6.70%) Data Ingestion
16 28 (6.70%) Infrastructure Management
Programming Languages
1 283 (67.70%) SQL
2 84 (20.10%) T-SQL
3 30 (7.18%) C#
4 28 (6.70%) PL/SQL
5 22 (5.26%) Java
6 17 (4.07%) C
6 17 (4.07%) VB.NET
7 16 (3.83%) Ruby
7 16 (3.83%) VB
8 15 (3.59%) JavaScript
9 14 (3.35%) VB6
10 13 (3.11%) Python
11 7 (1.67%) Data Analysis Expressions (DAX)
11 7 (1.67%) PowerShell
12 5 (1.20%) R
13 4 (0.96%) VBA
14 1 (0.24%) PHP
14 1 (0.24%) Shell Script
Qualifications
1 14 (3.35%) Degree
2 6 (1.44%) ITIL Foundation Certificate
3 5 (1.20%) Microsoft Certification
3 5 (1.20%) Security Cleared
4 3 (0.72%) MCSD
4 3 (0.72%) SC Cleared
5 2 (0.48%) MCSE
5 2 (0.48%) MCTS
6 1 (0.24%) ISTQB
6 1 (0.24%) ITIL Certification
6 1 (0.24%) MCSA
6 1 (0.24%) OCP
6 1 (0.24%) Oracle Certification
Quality Assurance & Compliance
1 44 (10.53%) Data Quality
2 13 (3.11%) GDPR
3 7 (1.67%) QA
4 3 (0.72%) SLA
5 1 (0.24%) ISO/IEC 20000
System Software
1 1 (0.24%) VMware Infrastructure
Systems Management
1 2 (0.48%) Oracle Enterprise Manager
1 2 (0.48%) Packer
1 2 (0.48%) Terraform
2 1 (0.24%) Data Guard
2 1 (0.24%) Netcool
2 1 (0.24%) Netcool/OMNIbus
2 1 (0.24%) Oracle RMAN
2 1 (0.24%) Systems Management Server (SMS)
Vendors
1 120 (28.71%) Microsoft
2 68 (16.27%) Oracle
3 56 (13.40%) SAP
4 43 (10.29%) Cognos
5 34 (8.13%) Tableau
6 28 (6.70%) IBM
7 18 (4.31%) Informatica
8 9 (2.15%) JD Edwards
8 9 (2.15%) Xamarin
9 8 (1.91%) Birst
10 7 (1.67%) Jaspersoft
10 7 (1.67%) Logi
10 7 (1.67%) Logi Analytics
11 6 (1.44%) Workday
12 5 (1.20%) Netezza
12 5 (1.20%) TIBCO
13 4 (0.96%) Google
13 4 (0.96%) Greenplum
13 4 (0.96%) Talend
14 3 (0.72%) Siemens