Period
to 18 June 2019

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 18 June 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > West Midlands
6 months to
18 Jun 2019
Same period 2018 Same period 2017
Rank 115 114 114
Rank change year-on-year -1 0 -14
Permanent jobs citing Data Warehouse 198 225 250
As % of all permanent IT jobs advertised in the West Midlands 2.56% 2.39% 2.55%
As % of the Database & Business Intelligence category 10.16% 9.17% 8.61%
Number of salaries quoted 167 168 246
West Midlands median annual salary £50,000 £45,500 £42,500
Median salary % change year-on-year +9.89% +7.06% -5.56%
10th Percentile £36,250 £30,000 £30,000
90th Percentile £71,750 £62,500 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -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 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 1,948 2,453 2,902
As % of all permanent IT jobs advertised in the West Midlands 25.16% 26.06% 29.65%
Number of salaries quoted 1,550 1,992 2,523
West Midlands median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +5.26%
10th Percentile £26,250 £26,765 £26,000
90th Percentile £66,250 £61,250 £57,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 18 June 2019.

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 18 June 2019. 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 -2 61 £50,000 +11.11% 8
Shropshire +5 27 £57,500 +43.75% 1
Warwickshire +10 25 £42,500 -29.17%
Herefordshire +6 24 £50,000 -23.08% 3
Coventry +29 15 £45,560 +13.90% 1
Solihull +3 15 £50,000 -9.09% 3
Staffordshire -4 10 £32,924 -26.84% 2
Walsall -3 7 £42,500 +6.25%
Sutton Coldfield - 3 £40,000 -
Wolverhampton +23 2 £58,750 +34.29%
Worcestershire -20 2 £52,000 +14.29%
Data Warehouse
England

For the 6 months to 18 June 2019, 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.

1 152 (76.77%) SQL
2 143 (72.22%) Business Intelligence
3 107 (54.04%) SQL Server
4 100 (50.51%) Microsoft
5 82 (41.41%) ETL
6 78 (39.39%) SQL Server Reporting Services
7 72 (36.36%) Agile Software Development
7 72 (36.36%) SQL Server Integration Services
7 72 (36.36%) Analytics
8 70 (35.35%) T-SQL
9 64 (32.32%) Microsoft Azure
9 64 (32.32%) Power BI
9 64 (32.32%) Power Platform
10 50 (25.25%) SQL Server Analysis Services
11 37 (18.69%) Amazon AWS
11 37 (18.69%) Data Modelling
12 36 (18.18%) Cognos
12 36 (18.18%) DevOps
13 34 (17.17%) Oracle
13 34 (17.17%) OLAP
14 32 (16.16%) SAP
14 32 (16.16%) Finance
15 30 (15.15%) Software Engineering
15 30 (15.15%) Analytical Skills
16 29 (14.65%) Kimball Methodology
17 27 (13.64%) Scrum
18 26 (13.13%) Data Analysis
18 26 (13.13%) Hadoop
18 26 (13.13%) Degree
18 26 (13.13%) QlikView

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 16 (8.08%) SAS
2 6 (3.03%) SharePoint
3 1 (0.51%) Elasticsearch
3 1 (0.51%) OpenStack
3 1 (0.51%) Oracle SOA Suite
3 1 (0.51%) WebLogic
Applications
1 10 (5.05%) Microsoft Excel
2 4 (2.02%) Microsoft PowerPoint
3 1 (0.51%) Microsoft Office
3 1 (0.51%) SPSS
Business Applications
1 13 (6.57%) Cognos Business Intelligence
2 6 (3.03%) SAP BPC
3 5 (2.53%) Raiser's Edge
4 2 (1.01%) Dynamics CRM
5 1 (0.51%) iTrent
5 1 (0.51%) NetSuite
Cloud Services
1 64 (32.32%) Microsoft Azure
1 64 (32.32%) Power Platform
2 37 (18.69%) Amazon AWS
3 10 (5.05%) Serverless
4 9 (4.55%) PaaS
5 5 (2.53%) Azure Data Factory
6 4 (2.02%) Cloud Computing
7 3 (1.52%) Azure Stack
7 3 (1.52%) Dynamics 365
8 1 (0.51%) IaaS
8 1 (0.51%) Office 365
8 1 (0.51%) SaaS
Communications & Networking
1 2 (1.01%) NAS
1 2 (1.01%) SAN
2 1 (0.51%) Internet
Database & Business Intelligence
1 107 (54.04%) SQL Server
2 78 (39.39%) SQL Server Reporting Services
3 72 (36.36%) SQL Server Integration Services
4 64 (32.32%) Power BI
5 50 (25.25%) SQL Server Analysis Services
6 34 (17.17%) OLAP
7 26 (13.13%) Hadoop
7 26 (13.13%) QlikView
8 23 (11.62%) BusinessObjects
9 20 (10.10%) Cognos Framework Manager
9 20 (10.10%) SQL Server 2017
10 16 (8.08%) Pentaho
11 15 (7.58%) Amazon Redshift
11 15 (7.58%) Relational Database
12 14 (7.07%) SQL Server 2008
13 13 (6.57%) Data Mining
13 13 (6.57%) SAP BW
14 12 (6.06%) Azure SQL Database
14 12 (6.06%) Big Data
14 12 (6.06%) BusinessObjects Business Intelligence
Development Applications
1 22 (11.11%) Git (software)
2 20 (10.10%) Team Foundation Server
3 15 (7.58%) Artifactory
3 15 (7.58%) Bitbucket
3 15 (7.58%) Jenkins
3 15 (7.58%) Maven
4 13 (6.57%) Visual Studio
5 3 (1.52%) ERwin
5 3 (1.52%) SQL Server Management Studio (SSMS)
6 2 (1.01%) JIRA
6 2 (1.01%) Subversion
7 1 (0.51%) Bugzilla
General
1 32 (16.16%) Finance
2 15 (7.58%) Manufacturing
3 14 (7.07%) Marketing
4 11 (5.56%) Telecoms
5 8 (4.04%) Electronics
6 7 (3.54%) Local Government
7 4 (2.02%) Automotive
7 4 (2.02%) Retail
8 2 (1.01%) Billing
8 2 (1.01%) Legal
9 1 (0.51%) Advertising
9 1 (0.51%) Banking
9 1 (0.51%) General Ledger
Job Titles
1 88 (44.44%) Developer
2 37 (18.69%) Business Intelligence Developer
3 33 (16.67%) SQL Developer
4 31 (15.66%) Architect
5 21 (10.61%) Data Architect
6 15 (7.58%) Analyst
6 15 (7.58%) Consultant
6 15 (7.58%) Solutions Architect
7 11 (5.56%) SQL BI Developer
8 10 (5.05%) .NET Developer
8 10 (5.05%) .NET Software Developer
8 10 (5.05%) C# .NET Developer
8 10 (5.05%) C# Developer
8 10 (5.05%) C# Software Developer
8 10 (5.05%) Software Developer
9 9 (4.55%) Business Intelligence Consultant
9 9 (4.55%) Data Analyst
9 9 (4.55%) Senior Developer
10 8 (4.04%) Business Developer
10 8 (4.04%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 18 (9.09%) Web Services
2 15 (7.58%) MDX
2 15 (7.58%) XML
3 14 (7.07%) JSON
4 11 (5.56%) .NET
4 11 (5.56%) HTML
4 11 (5.56%) jQuery
5 10 (5.05%) .NET Core
5 10 (5.05%) Ajax
5 10 (5.05%) CSS
5 10 (5.05%) Twitter Bootstrap
5 10 (5.05%) WCF
6 3 (1.52%) XML Schema
7 1 (0.51%) ASP.NET MVC
7 1 (0.51%) JSP
7 1 (0.51%) Kafka
7 1 (0.51%) Oracle Fusion
7 1 (0.51%) RabbitMQ
7 1 (0.51%) REST
7 1 (0.51%) Spring
Miscellaneous
1 30 (15.15%) Analytical Skills
2 11 (5.56%) Management Information System
3 10 (5.05%) Driving Licence
4 9 (4.55%) Data Structures
5 4 (2.02%) Algorithms
5 4 (2.02%) Cloud Native
5 4 (2.02%) Enterprise Storage
5 4 (2.02%) Greenfield Project
5 4 (2.02%) Virtual Team
6 3 (1.52%) Enterprise Cloud
6 3 (1.52%) NHS
6 3 (1.52%) Self-Motivation
7 2 (1.01%) Clustering
8 1 (0.51%) Data Protection Act
8 1 (0.51%) Internet of Things
8 1 (0.51%) Public Cloud
Operating Systems
1 19 (9.60%) Unix
2 5 (2.53%) Linux
3 2 (1.01%) Windows
3 2 (1.01%) Windows Server
Processes & Methodologies
1 143 (72.22%) Business Intelligence
2 82 (41.41%) ETL
3 72 (36.36%) Agile Software Development
3 72 (36.36%) Analytics
4 37 (18.69%) Data Modelling
5 36 (18.18%) DevOps
6 30 (15.15%) Software Engineering
7 29 (14.65%) Kimball Methodology
8 27 (13.64%) Scrum
9 26 (13.13%) Data Analysis
10 24 (12.12%) Data Analytics
11 23 (11.62%) Dimensional Modelling
12 22 (11.11%) Sprint Planning
13 20 (10.10%) Mathematics
14 19 (9.60%) Visualisation
15 17 (8.59%) Data Management
15 17 (8.59%) Decision-Making
15 17 (8.59%) Problem-Solving
16 16 (8.08%) Data Architecture
17 15 (7.58%) Data Engineering
Programming Languages
1 152 (76.77%) SQL
2 70 (35.35%) T-SQL
3 18 (9.09%) Java
4 17 (8.59%) C#
5 15 (7.58%) PL/SQL
6 14 (7.07%) JavaScript
7 5 (2.53%) Python
7 5 (2.53%) R
8 3 (1.52%) Shell Script
9 2 (1.01%) Data Analysis Expressions (DAX)
10 1 (0.51%) HiveQL
10 1 (0.51%) PHP
10 1 (0.51%) Scala
10 1 (0.51%) VBA
Qualifications
1 26 (13.13%) Degree
2 3 (1.52%) Security Cleared
2 3 (1.52%) TOGAF Certification
3 2 (1.01%) ISEB
3 2 (1.01%) SC Cleared
4 1 (0.51%) CBAP
4 1 (0.51%) IIBA
4 1 (0.51%) ISEB Practitioner
4 1 (0.51%) ISTQB
4 1 (0.51%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 15 (7.58%) Data Quality
2 3 (1.52%) COBIT
3 1 (0.51%) GDPR
3 1 (0.51%) ISO 14001
3 1 (0.51%) ISO 9001
3 1 (0.51%) ISO/IEC 27001
System Software
1 10 (5.05%) Docker
2 2 (1.01%) KVM
3 1 (0.51%) Active Directory
3 1 (0.51%) HDFS
3 1 (0.51%) Hyper-V
3 1 (0.51%) VMware Infrastructure
Systems Management
1 16 (8.08%) Ansible
2 15 (7.58%) Terraform
3 2 (1.01%) AirWatch
3 2 (1.01%) Netcool
4 1 (0.51%) Opscode Chef
4 1 (0.51%) Puppet
4 1 (0.51%) SCOM
Vendors
1 100 (50.51%) Microsoft
2 36 (18.18%) Cognos
3 34 (17.17%) Oracle
4 32 (16.16%) SAP
5 24 (12.12%) Tableau
6 22 (11.11%) IBM
7 16 (8.08%) Cloudera
8 8 (4.04%) Informatica
9 6 (3.03%) Teradata
10 5 (2.53%) Greenplum
11 4 (2.02%) Talend
12 3 (1.52%) Salesforce.com
13 2 (1.01%) Hortonworks
13 2 (1.01%) Netezza
13 2 (1.01%) Remedy
13 2 (1.01%) Vertica
14 1 (0.51%) Atlassian
14 1 (0.51%) Fortinet
14 1 (0.51%) Google
14 1 (0.51%) Infor