Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the West 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 October 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > West Midlands
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 147 118 132
Rank change year-on-year -29 +14 -33
Permanent jobs citing Data Warehouse 157 262 269
As % of all permanent IT jobs advertised in the West Midlands 1.83% 2.65% 2.28%
As % of the Database & Business Intelligence category 7.06% 8.85% 8.49%
Number of salaries quoted 126 257 186
West Midlands median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +2.41%
10th Percentile £30,250 £31,250 £27,250
90th Percentile £67,500 £70,000 £62,500
England median annual salary £55,000 £51,402 £55,000
% change year-on-year +7.00% -6.54% +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 West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Permanent vacancies with a requirement for database or business intelligence skills 2,225 2,961 3,170
As % of all permanent IT jobs advertised in the West Midlands 25.94% 29.97% 26.93%
Number of salaries quoted 1,802 2,578 2,642
West Midlands median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £27,250 £26,000 £22,750
90th Percentile £64,635 £60,000 £58,975
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 West Midlands

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

Job vacancy trend for Data Warehouse in the West Midlands

Data Warehouse
Salary Trend in the West Midlands

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

Salary trend for Data Warehouse in the West Midlands

Data Warehouse
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Warehouse in the West Midlands over the 6 months to 20 October 2018.

Salary histogram for Data Warehouse in the West Midlands

Data Warehouse
Job Locations in the West 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 West Midlands region over the 6 months to 20 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
Birmingham -21 75 £46,250 -15.91% 15
Staffordshire +32 25 £45,000 +20.00% 2
Warwickshire +27 13 £47,500 +46.15% 3
Walsall +2 7 £40,000 -11.11% 2
Shropshire 0 6 - - 2
Coventry -1 6 £55,000 +10.00% 1
Wolverhampton - 5 £40,000 -
Herefordshire -8 4 £40,000 -15.79%
Solihull -15 3 £75,000 +66.67%
Worcestershire -7 1 £36,207 -23.78%
Sutton Coldfield - 1 £45,000 - 1
Data Warehouse
England

For the 6 months to 20 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 West Midlands region with a requirement for Data Warehouse.

1 93 (59.24%) SQL
2 92 (58.60%) Business Intelligence
3 73 (46.50%) SQL Server
4 71 (45.22%) SQL Server Reporting Services
5 63 (40.13%) Microsoft
6 58 (36.94%) SQL Server Integration Services
7 55 (35.03%) ETL
8 54 (34.39%) Power BI
9 46 (29.30%) SQL Server Analysis Services
10 42 (26.75%) Analytics
11 39 (24.84%) Agile Software Development
11 39 (24.84%) Finance
12 37 (23.57%) T-SQL
13 32 (20.38%) Microsoft Azure
14 29 (18.47%) Oracle
15 25 (15.92%) Tableau
16 24 (15.29%) Relational Database
17 22 (14.01%) Kimball Methodology
17 22 (14.01%) Analytical Skills
18 21 (13.38%) Data Analysis
19 18 (11.46%) Project Management
19 18 (11.46%) RDBMS
19 18 (11.46%) Problem-Solving
20 17 (10.83%) Informatica
20 17 (10.83%) Business Analysis
21 16 (10.19%) Amazon AWS
21 16 (10.19%) Data Modelling
22 15 (9.55%) CRM
22 15 (9.55%) Retail
23 14 (8.92%) Java

Data Warehouse
Co-occurring IT Skills in the West 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 6 (3.82%) Oracle SOA Suite
2 4 (2.55%) SAS
2 4 (2.55%) SharePoint
3 3 (1.91%) Elasticsearch
3 3 (1.91%) WebSphere
3 3 (1.91%) WebSphere Application Server
4 2 (1.27%) DNN
4 2 (1.27%) Skype for Business
4 2 (1.27%) WebLogic
5 1 (0.64%) Apache Spark
5 1 (0.64%) BizTalk Server
5 1 (0.64%) Tomcat
Applications
1 13 (8.28%) Microsoft Excel
2 1 (0.64%) Microsoft Office
2 1 (0.64%) Microsoft PowerPoint
Business Applications
1 6 (3.82%) Dynamics CRM
2 1 (0.64%) SAP ERP
2 1 (0.64%) SAP S/4HANA
Cloud Services
1 32 (20.38%) Microsoft Azure
2 16 (10.19%) Amazon AWS
3 11 (7.01%) IaaS
3 11 (7.01%) PaaS
4 5 (3.18%) SaaS
5 3 (1.91%) Azure Data Factory
5 3 (1.91%) Cloud Computing
6 2 (1.27%) Office 365
7 1 (0.64%) Slack
7 1 (0.64%) Trello
Communications & Networking
1 4 (2.55%) Internet
1 4 (2.55%) SAN
2 2 (1.27%) FTP
2 2 (1.27%) Skype
2 2 (1.27%) Unified Communications
Database & Business Intelligence
1 73 (46.50%) SQL Server
2 71 (45.22%) SQL Server Reporting Services
3 58 (36.94%) SQL Server Integration Services
4 54 (34.39%) Power BI
5 46 (29.30%) SQL Server Analysis Services
6 24 (15.29%) Relational Database
7 18 (11.46%) RDBMS
8 14 (8.92%) DB2
9 13 (8.28%) NoSQL
10 10 (6.37%) BusinessObjects
10 10 (6.37%) Oracle BI EE
10 10 (6.37%) Oracle Reports
11 9 (5.73%) Data Lake
11 9 (5.73%) QlikView
12 8 (5.10%) Crystal Reports
13 7 (4.46%) SQL Server 2012
14 6 (3.82%) Azure SQL Database
14 6 (3.82%) Big Data
14 6 (3.82%) Qlik Sense
15 5 (3.18%) Hadoop
Development Applications
1 8 (5.10%) Team Foundation Server
1 8 (5.10%) Visual Studio
2 4 (2.55%) SQL Server Management Studio (SSMS)
2 4 (2.55%) Visual Studio Team System
3 3 (1.91%) JIRA
4 2 (1.27%) SonarQube
5 1 (0.64%) Jenkins
General
1 39 (24.84%) Finance
2 15 (9.55%) Retail
3 13 (8.28%) Legal
4 12 (7.64%) Advertising
5 9 (5.73%) Games
6 4 (2.55%) Marketing
7 3 (1.91%) Automotive
8 2 (1.27%) Digital Economy
8 2 (1.27%) Manufacturing
Job Titles
1 56 (35.67%) Developer
2 26 (16.56%) Analyst
2 26 (16.56%) Architect
2 26 (16.56%) Business Intelligence Developer
3 16 (10.19%) Data Architect
4 15 (9.55%) Data Warehouse Developer
4 15 (9.55%) SQL Developer
5 10 (6.37%) Business Intelligence Analyst
5 10 (6.37%) DBA
5 10 (6.37%) Solutions Architect
6 9 (5.73%) Consultant
6 9 (5.73%) Report Developer
6 9 (5.73%) SQL DBA
7 7 (4.46%) Administrator
7 7 (4.46%) Business Intelligence Manager
7 7 (4.46%) Data Analyst
7 7 (4.46%) Senior Developer
7 7 (4.46%) Support Analyst
8 6 (3.82%) Business Intelligence Consultant
8 6 (3.82%) SSRS Developer
Libraries, Frameworks & Software Standards
1 5 (3.18%) XML
2 4 (2.55%) .NET
2 4 (2.55%) REST
3 3 (1.91%) Java EE
4 2 (1.27%) MDX
4 2 (1.27%) Oracle Fusion
4 2 (1.27%) Web Services
5 1 (0.64%) J2EE
5 1 (0.64%) JMS
5 1 (0.64%) Kafka
5 1 (0.64%) SOAP
Miscellaneous
1 22 (14.01%) Analytical Skills
2 13 (8.28%) User Experience
3 9 (5.73%) Management Information System
4 8 (5.10%) NHS
5 7 (4.46%) Reference Data
6 6 (3.82%) Greenfield Project
7 5 (3.18%) Data Structures
7 5 (3.18%) Driving Licence
8 4 (2.55%) AS400
8 4 (2.55%) Replication
9 3 (1.91%) Mainframe
10 2 (1.27%) Analytical Mindset
10 2 (1.27%) Computer Science
10 2 (1.27%) Public Cloud
10 2 (1.27%) Taxonomies
11 1 (0.64%) Clustering
11 1 (0.64%) Credit Risk
11 1 (0.64%) Enterprise Software
11 1 (0.64%) Self-Motivation
Operating Systems
1 6 (3.82%) Windows
2 5 (3.18%) Linux
2 5 (3.18%) Unix
Processes & Methodologies
1 92 (58.60%) Business Intelligence
2 55 (35.03%) ETL
3 42 (26.75%) Analytics
4 39 (24.84%) Agile Software Development
5 22 (14.01%) Kimball Methodology
6 21 (13.38%) Data Analysis
7 18 (11.46%) Problem-Solving
7 18 (11.46%) Project Management
8 17 (10.83%) Business Analysis
9 16 (10.19%) Data Modelling
10 15 (9.55%) CRM
11 13 (8.28%) Data Architecture
11 13 (8.28%) Data Management
11 13 (8.28%) Dimensional Modelling
11 13 (8.28%) Performance Metrics
12 12 (7.64%) Decision-Making
12 12 (7.64%) Mentoring
12 12 (7.64%) Stakeholder Management
13 11 (7.01%) Data Cleansing
13 11 (7.01%) Waterfall
Programming Languages
1 93 (59.24%) SQL
2 37 (23.57%) T-SQL
3 14 (8.92%) Java
4 8 (5.10%) VBA
5 6 (3.82%) VB
6 5 (3.18%) PowerShell
6 5 (3.18%) Shell Script
7 3 (1.91%) C#
7 3 (1.91%) JavaScript
7 3 (1.91%) PHP
7 3 (1.91%) Python
8 2 (1.27%) Data Analysis Expressions (DAX)
9 1 (0.64%) Delphi
9 1 (0.64%) PL/SQL
9 1 (0.64%) R
Qualifications
1 13 (8.28%) Degree
2 4 (2.55%) ISEB
3 3 (1.91%) Security Cleared
4 2 (1.27%) Computer Science Degree
5 1 (0.64%) Master's Degree
Quality Assurance & Compliance
1 11 (7.01%) GDPR
2 9 (5.73%) Sarbanes-Oxley
3 7 (4.46%) QA
4 6 (3.82%) Data Quality
4 6 (3.82%) PMO
5 4 (2.55%) SLA
6 2 (1.27%) ISO/IEC 27001
6 2 (1.27%) P3O
System Software
1 4 (2.55%) Active Directory
1 4 (2.55%) VMware Infrastructure
2 2 (1.27%) HDFS
Systems Management
1 4 (2.55%) Oracle Enterprise Manager
2 2 (1.27%) OpenVAS
Vendors
1 63 (40.13%) Microsoft
2 29 (18.47%) Oracle
3 25 (15.92%) Tableau
4 17 (10.83%) Informatica
5 7 (4.46%) Google
6 5 (3.18%) Hyperion
6 5 (3.18%) IBM
6 5 (3.18%) SAP
7 4 (2.55%) Greenplum
7 4 (2.55%) SolarWinds
7 4 (2.55%) Talend
7 4 (2.55%) Teradata
7 4 (2.55%) VMware
8 3 (1.91%) Ab Initio
8 3 (1.91%) Netezza
8 3 (1.91%) Vertica
9 2 (1.27%) AlienVault
9 2 (1.27%) Alteryx
9 2 (1.27%) Atlassian
9 2 (1.27%) MuleSoft