Period
to 14 December 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > West Midlands
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 154 105 120
Rank change year-on-year -49 +15 -41
Permanent jobs citing Data Warehouse 148 286 266
As % of all permanent IT jobs advertised in the West Midlands 1.82% 2.83% 2.39%
As % of the Database & Business Intelligence category 7.24% 9.66% 8.79%
Number of salaries quoted 131 257 186
West Midlands median annual salary £47,500 £47,500 £42,500
Median salary % change year-on-year - +11.76% +2.41%
10th Percentile £30,500 £31,250 £26,500
90th Percentile £72,500 £70,000 £60,000
England median annual salary £55,000 £51,500 £55,000
% change year-on-year +6.80% -6.36% +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 2,043 2,961 3,025
As % of all permanent IT jobs advertised in the West Midlands 25.09% 29.32% 27.17%
Number of salaries quoted 1,649 2,527 2,512
West Midlands median annual salary £42,500 £40,000 £39,500
Median salary % change year-on-year +6.25% +1.27% +5.33%
10th Percentile £26,250 £26,250 £23,750
90th Percentile £65,000 £60,000 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 14 December 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 14 December 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 -31 86 £47,500 -17.39% 22
Warwickshire +35 19 £48,750 +50.00% 2
Staffordshire +16 9 £45,000 +12.50% 5
Worcestershire -4 5 £48,000 +1.05% 4
Coventry -6 5 £47,500 +6.74% 4
Wolverhampton +17 4 £40,000 +26.98%
Shropshire -2 4 £40,000 - 1
Herefordshire -19 4 £40,000 -15.79%
Walsall 0 3 £40,000 -8.57% 1
Solihull -4 3 £75,000 +36.36% 2
Sutton Coldfield - 1 £45,000 -
Data Warehouse
England

For the 6 months to 14 December 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 91 (61.49%) SQL
1 91 (61.49%) Business Intelligence
2 70 (47.30%) SQL Server
3 63 (42.57%) SQL Server Reporting Services
4 58 (39.19%) Microsoft
5 57 (38.51%) ETL
6 55 (37.16%) Power BI
7 52 (35.14%) SQL Server Integration Services
8 42 (28.38%) Agile Software Development
9 41 (27.70%) Analytics
10 39 (26.35%) SQL Server Analysis Services
11 36 (24.32%) Microsoft Azure
12 30 (20.27%) T-SQL
13 29 (19.59%) Finance
14 28 (18.92%) Oracle
14 28 (18.92%) Data Modelling
15 24 (16.22%) Data Architecture
15 24 (16.22%) Tableau
15 24 (16.22%) Analytical Skills
16 20 (13.51%) Amazon AWS
16 20 (13.51%) Data Analysis
17 18 (12.16%) Problem-Solving
18 17 (11.49%) Data Management
19 16 (10.81%) Data Quality
19 16 (10.81%) Kimball Methodology
19 16 (10.81%) Relational Database
20 15 (10.14%) Degree
20 15 (10.14%) NoSQL
21 14 (9.46%) Retail
21 14 (9.46%) Business Analysis

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 8 (5.41%) SharePoint
2 6 (4.05%) Oracle SOA Suite
3 4 (2.70%) Elasticsearch
4 3 (2.03%) SAS
4 3 (2.03%) WebSphere
4 3 (2.03%) WebSphere Application Server
5 2 (1.35%) DNN
5 2 (1.35%) WebLogic
6 1 (0.68%) Apache Spark
6 1 (0.68%) BizTalk Server
6 1 (0.68%) Site Server
6 1 (0.68%) Skype for Business
6 1 (0.68%) Tomcat
Applications
1 11 (7.43%) Microsoft Excel
2 2 (1.35%) Microsoft Office
2 2 (1.35%) Microsoft PowerPoint
Business Applications
1 6 (4.05%) Dynamics CRM
2 3 (2.03%) Carpe Diem
2 3 (2.03%) Elite 3E
3 1 (0.68%) Oracle Assets
3 1 (0.68%) Oracle Cash Management
3 1 (0.68%) Oracle ERP
3 1 (0.68%) Oracle Payables
3 1 (0.68%) Oracle Procure-to-Pay
3 1 (0.68%) Oracle Receivables
Cloud Services
1 36 (24.32%) Microsoft Azure
2 20 (13.51%) Amazon AWS
3 13 (8.78%) IaaS
3 13 (8.78%) PaaS
4 4 (2.70%) Cloud Computing
4 4 (2.70%) Office 365
4 4 (2.70%) SaaS
5 3 (2.03%) Azure Data Factory
5 3 (2.03%) Slack
5 3 (2.03%) Trello
6 1 (0.68%) Azure Machine Learning
6 1 (0.68%) Google Analytics
6 1 (0.68%) Google Cloud Platform
Communications & Networking
1 5 (3.38%) SAN
2 2 (1.35%) FTP
2 2 (1.35%) Internet
3 1 (0.68%) Skype
3 1 (0.68%) Unified Communications
3 1 (0.68%) Wireless
Database & Business Intelligence
1 70 (47.30%) SQL Server
2 63 (42.57%) SQL Server Reporting Services
3 55 (37.16%) Power BI
4 52 (35.14%) SQL Server Integration Services
5 39 (26.35%) SQL Server Analysis Services
6 16 (10.81%) Relational Database
7 15 (10.14%) NoSQL
8 12 (8.11%) Data Lake
8 12 (8.11%) QlikView
8 12 (8.11%) RDBMS
9 11 (7.43%) BusinessObjects
9 11 (7.43%) DB2
10 8 (5.41%) Azure SQL Database
10 8 (5.41%) Big Data
10 8 (5.41%) Qlik Sense
11 7 (4.73%) Crystal Reports
12 6 (4.05%) Enterprise Data Warehouse
12 6 (4.05%) OLAP
13 5 (3.38%) SQL Server 2014
13 5 (3.38%) SQL Server 2016
Development Applications
1 9 (6.08%) Team Foundation Server
1 9 (6.08%) Visual Studio
2 5 (3.38%) ERwin
2 5 (3.38%) JIRA
3 4 (2.70%) SQL Server Management Studio (SSMS)
3 4 (2.70%) Visual Studio Team System
4 3 (2.03%) Jenkins
5 2 (1.35%) SonarQube
General
1 29 (19.59%) Finance
2 14 (9.46%) Retail
3 7 (4.73%) Advertising
4 6 (4.05%) Legal
5 4 (2.70%) Marketing
6 3 (2.03%) Manufacturing
7 2 (1.35%) Automotive
7 2 (1.35%) Digital Economy
8 1 (0.68%) Back Office
8 1 (0.68%) General Ledger
8 1 (0.68%) Local Government
8 1 (0.68%) Publishing
Job Titles
1 51 (34.46%) Developer
2 35 (23.65%) Architect
3 29 (19.59%) Business Intelligence Developer
4 24 (16.22%) Data Architect
5 23 (15.54%) Analyst
6 11 (7.43%) SQL Developer
7 10 (6.76%) Business Intelligence Analyst
7 10 (6.76%) Data Warehouse Developer
7 10 (6.76%) Solutions Architect
8 8 (5.41%) Consultant
8 8 (5.41%) SSRS Developer
9 7 (4.73%) Data Analyst
9 7 (4.73%) DBA
9 7 (4.73%) Support Analyst
10 6 (4.05%) Data Manager
10 6 (4.05%) Senior Business Intelligence Developer
10 6 (4.05%) Senior Developer
10 6 (4.05%) SQL DBA
11 5 (3.38%) Enterprise Architect
11 5 (3.38%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 5 (3.38%) REST
2 4 (2.70%) .NET
2 4 (2.70%) MDX
3 3 (2.03%) Java EE
3 3 (2.03%) Oracle Fusion
3 3 (2.03%) XML
4 2 (1.35%) Web Services
5 1 (0.68%) J2EE
5 1 (0.68%) JMS
5 1 (0.68%) Kafka
5 1 (0.68%) SOAP
5 1 (0.68%) Spring
Miscellaneous
1 24 (16.22%) Analytical Skills
2 10 (6.76%) NHS
3 9 (6.08%) Greenfield Project
3 9 (6.08%) Reference Data
4 8 (5.41%) Management Information System
5 7 (4.73%) Data Structures
6 4 (2.70%) AS400
6 4 (2.70%) Driving Licence
6 4 (2.70%) User Experience
7 3 (2.03%) Mainframe
8 2 (1.35%) Analytical Mindset
8 2 (1.35%) Clustering
8 2 (1.35%) Public Cloud
8 2 (1.35%) Replication
8 2 (1.35%) Taxonomies
9 1 (0.68%) Data Centre
9 1 (0.68%) FMCG
9 1 (0.68%) Hybrid Cloud
9 1 (0.68%) Internet of Things
9 1 (0.68%) Self-Motivation
Operating Systems
1 7 (4.73%) Windows
2 2 (1.35%) Linux
2 2 (1.35%) Unix
3 1 (0.68%) Windows 10
Processes & Methodologies
1 91 (61.49%) Business Intelligence
2 57 (38.51%) ETL
3 42 (28.38%) Agile Software Development
4 41 (27.70%) Analytics
5 28 (18.92%) Data Modelling
6 24 (16.22%) Data Architecture
7 20 (13.51%) Data Analysis
8 18 (12.16%) Problem-Solving
9 17 (11.49%) Data Management
10 16 (10.81%) Kimball Methodology
11 14 (9.46%) Business Analysis
11 14 (9.46%) Mentoring
11 14 (9.46%) Project Management
11 14 (9.46%) Stakeholder Management
12 13 (8.78%) CRM
12 13 (8.78%) Data Integration
12 13 (8.78%) Dimensional Modelling
13 12 (8.11%) Waterfall
14 11 (7.43%) ITIL
14 11 (7.43%) Scrum
Programming Languages
1 91 (61.49%) SQL
2 30 (20.27%) T-SQL
3 9 (6.08%) VB
4 8 (5.41%) Java
5 7 (4.73%) VBA
6 5 (3.38%) Python
7 4 (2.70%) C#
7 4 (2.70%) PowerShell
8 3 (2.03%) JavaScript
8 3 (2.03%) PHP
8 3 (2.03%) PL/SQL
9 2 (1.35%) R
9 2 (1.35%) Shell Script
10 1 (0.68%) HiveQL
10 1 (0.68%) Scala
Qualifications
1 15 (10.14%) Degree
2 5 (3.38%) TOGAF Certification
3 3 (2.03%) ISEB
4 2 (1.35%) Computer Science Degree
5 1 (0.68%) Master's Degree
5 1 (0.68%) Security Cleared
Quality Assurance & Compliance
1 16 (10.81%) Data Quality
2 13 (8.78%) GDPR
3 7 (4.73%) QA
4 6 (4.05%) PMO
5 5 (3.38%) COBIT
5 5 (3.38%) SLA
6 2 (1.35%) ISO/IEC 27001
6 2 (1.35%) P3O
System Software
1 4 (2.70%) Active Directory
1 4 (2.70%) VMware Infrastructure
2 1 (0.68%) HDFS
Systems Management
1 4 (2.70%) Oracle Enterprise Manager
2 2 (1.35%) OpenVAS
Vendors
1 58 (39.19%) Microsoft
2 28 (18.92%) Oracle
3 24 (16.22%) Tableau
4 13 (8.78%) Informatica
5 11 (7.43%) Google
6 6 (4.05%) IBM
6 6 (4.05%) Talend
7 4 (2.70%) Greenplum
7 4 (2.70%) SolarWinds
7 4 (2.70%) Teradata
7 4 (2.70%) VMware
8 3 (2.03%) Ab Initio
8 3 (2.03%) Aderant
8 3 (2.03%) SAP
9 2 (1.35%) AlienVault
9 2 (1.35%) Alteryx
9 2 (1.35%) Atlassian
9 2 (1.35%) Hortonworks
9 2 (1.35%) MuleSoft
10 1 (0.68%) Netezza