Period
to 17 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 17 December 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
West Midlands > Birmingham
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 103 71 130
Rank change year-on-year -32 +59 -44
Permanent jobs citing Data Warehouse 86 143 87
As % of all permanent IT jobs advertised in Birmingham 2.44% 3.78% 1.90%
As % of the Database & Business Intelligence category 10.23% 14.88% 8.40%
Number of salaries quoted 80 126 74
Birmingham median annual salary £47,500 £57,500 £57,500
Median salary % change year-on-year -17.39% - +21.05%
10th Percentile £27,982 £30,000 £27,150
90th Percentile £70,750 £73,000 £62,500
West Midlands median annual salary £47,500 £47,500 £42,500
% change year-on-year - +11.76% +2.41%

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 Birmingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Birmingham
Permanent vacancies with a requirement for database or business intelligence skills 841 961 1,036
As % of all permanent IT jobs advertised in Birmingham 23.84% 25.43% 22.62%
Number of salaries quoted 639 848 893
Birmingham median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £28,250 £27,500 £23,250
90th Percentile £68,750 £70,000 £63,750
West Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

Data Warehouse
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Data Warehouse in Birmingham

Data Warehouse
Salary Trend in Birmingham

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

Salary trend for Data Warehouse in Birmingham

Data Warehouse
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Warehouse in Birmingham over the 6 months to 17 December 2018.

Salary histogram for Data Warehouse in Birmingham

For the 6 months to 17 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 Birmingham region with a requirement for Data Warehouse.

1 49 (56.98%) SQL
1 49 (56.98%) Business Intelligence
2 41 (47.67%) SQL Server Reporting Services
3 40 (46.51%) SQL Server
4 37 (43.02%) Microsoft
4 37 (43.02%) SQL Server Integration Services
5 32 (37.21%) ETL
5 32 (37.21%) Power BI
6 31 (36.05%) Agile Software Development
7 28 (32.56%) Analytics
8 27 (31.40%) Microsoft Azure
9 24 (27.91%) SQL Server Analysis Services
10 21 (24.42%) Finance
11 20 (23.26%) Amazon AWS
12 19 (22.09%) T-SQL
13 18 (20.93%) Oracle
14 14 (16.28%) Data Modelling
14 14 (16.28%) Data Architecture
14 14 (16.28%) Tableau
15 13 (15.12%) Relational Database
15 13 (15.12%) Project Management
15 13 (15.12%) Analytical Skills
16 12 (13.95%) Data Lake
16 12 (13.95%) Data Integration
17 11 (12.79%) PaaS
17 11 (12.79%) NoSQL
17 11 (12.79%) Waterfall
17 11 (12.79%) IaaS
17 11 (12.79%) RDBMS
18 10 (11.63%) Informatica

Data Warehouse
Co-occurring IT Skills in Birmingham 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 (6.98%) Oracle SOA Suite
1 6 (6.98%) SharePoint
2 3 (3.49%) SAS
2 3 (3.49%) WebSphere
2 3 (3.49%) WebSphere Application Server
3 2 (2.33%) DNN
3 2 (2.33%) Elasticsearch
3 2 (2.33%) WebLogic
4 1 (1.16%) BizTalk Server
4 1 (1.16%) Site Server
4 1 (1.16%) Tomcat
Applications
1 9 (10.47%) Microsoft Excel
2 2 (2.33%) Microsoft Office
2 2 (2.33%) Microsoft PowerPoint
Business Applications
1 6 (6.98%) Dynamics CRM
2 3 (3.49%) Carpe Diem
2 3 (3.49%) Elite 3E
3 1 (1.16%) Oracle Assets
3 1 (1.16%) Oracle Cash Management
3 1 (1.16%) Oracle ERP
3 1 (1.16%) Oracle Payables
3 1 (1.16%) Oracle Procure-to-Pay
3 1 (1.16%) Oracle Receivables
Cloud Services
1 27 (31.40%) Microsoft Azure
2 20 (23.26%) Amazon AWS
3 11 (12.79%) IaaS
3 11 (12.79%) PaaS
4 4 (4.65%) Office 365
5 3 (3.49%) Slack
5 3 (3.49%) Trello
6 2 (2.33%) Azure Data Factory
6 2 (2.33%) Cloud Computing
6 2 (2.33%) SaaS
7 1 (1.16%) Azure Machine Learning
7 1 (1.16%) Google Analytics
7 1 (1.16%) Google Cloud Platform
Communications & Networking
1 5 (5.81%) SAN
2 2 (2.33%) FTP
2 2 (2.33%) Internet
3 1 (1.16%) Wireless
Database & Business Intelligence
1 41 (47.67%) SQL Server Reporting Services
2 40 (46.51%) SQL Server
3 37 (43.02%) SQL Server Integration Services
4 32 (37.21%) Power BI
5 24 (27.91%) SQL Server Analysis Services
6 13 (15.12%) Relational Database
7 12 (13.95%) Data Lake
8 11 (12.79%) NoSQL
8 11 (12.79%) RDBMS
9 8 (9.30%) DB2
10 7 (8.14%) BusinessObjects
11 5 (5.81%) Azure SQL Database
11 5 (5.81%) Big Data
12 4 (4.65%) Azure SQL Data Warehouse
12 4 (4.65%) Hadoop
12 4 (4.65%) Microsoft Analysis Services
12 4 (4.65%) SQL Server 2014
13 3 (3.49%) HDInsight
13 3 (3.49%) Oracle BI Publisher
13 3 (3.49%) SQL Server 2016
Development Applications
1 8 (9.30%) Team Foundation Server
1 8 (9.30%) Visual Studio
2 5 (5.81%) JIRA
3 4 (4.65%) SQL Server Management Studio (SSMS)
3 4 (4.65%) Visual Studio Team System
4 3 (3.49%) Jenkins
General
1 21 (24.42%) Finance
2 7 (8.14%) Retail
3 6 (6.98%) Legal
4 3 (3.49%) Manufacturing
5 2 (2.33%) Digital Economy
5 2 (2.33%) Marketing
6 1 (1.16%) Advertising
6 1 (1.16%) Back Office
6 1 (1.16%) General Ledger
6 1 (1.16%) Local Government
6 1 (1.16%) Publishing
Job Titles
1 29 (33.72%) Developer
2 22 (25.58%) Architect
3 17 (19.77%) Business Intelligence Developer
4 14 (16.28%) Data Architect
5 11 (12.79%) Analyst
6 9 (10.47%) Solutions Architect
7 8 (9.30%) Consultant
8 6 (6.98%) DBA
9 5 (5.81%) Data Warehouse Developer
9 5 (5.81%) SQL DBA
9 5 (5.81%) SSIS Developer
10 4 (4.65%) Administrator
10 4 (4.65%) Business Developer
10 4 (4.65%) Business Intelligence Analyst
10 4 (4.65%) Data Manager
10 4 (4.65%) Report Developer
10 4 (4.65%) SQL Analyst
10 4 (4.65%) SSAS Developer
10 4 (4.65%) SSRS Developer
11 3 (3.49%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 4 (4.65%) .NET
1 4 (4.65%) MDX
2 3 (3.49%) Java EE
2 3 (3.49%) Oracle Fusion
2 3 (3.49%) REST
3 2 (2.33%) Web Services
4 1 (1.16%) J2EE
4 1 (1.16%) JMS
4 1 (1.16%) SOAP
4 1 (1.16%) Spring
4 1 (1.16%) XML
Miscellaneous
1 13 (15.12%) Analytical Skills
2 9 (10.47%) Reference Data
3 8 (9.30%) Greenfield Project
4 6 (6.98%) Management Information System
5 5 (5.81%) NHS
6 4 (4.65%) AS400
6 4 (4.65%) User Experience
7 3 (3.49%) Mainframe
8 2 (2.33%) Clustering
8 2 (2.33%) Data Structures
8 2 (2.33%) Replication
8 2 (2.33%) Taxonomies
9 1 (1.16%) Credit Risk
9 1 (1.16%) Data Centre
9 1 (1.16%) Data Protection Act
9 1 (1.16%) Driving Licence
9 1 (1.16%) Hybrid Cloud
9 1 (1.16%) Internet of Things
9 1 (1.16%) Video Conferencing
Operating Systems
1 1 (1.16%) Windows
1 1 (1.16%) Windows 10
Processes & Methodologies
1 49 (56.98%) Business Intelligence
2 32 (37.21%) ETL
3 31 (36.05%) Agile Software Development
4 28 (32.56%) Analytics
5 14 (16.28%) Data Architecture
5 14 (16.28%) Data Modelling
6 13 (15.12%) Project Management
7 12 (13.95%) Data Integration
8 11 (12.79%) Waterfall
9 10 (11.63%) Technical Leadership
10 9 (10.47%) Business Analysis
10 9 (10.47%) Data Analysis
10 9 (10.47%) Data Ingestion
10 9 (10.47%) Data Telemetry
10 9 (10.47%) Information Architecture
10 9 (10.47%) Mentoring
10 9 (10.47%) Problem-Solving
10 9 (10.47%) Stakeholder Management
10 9 (10.47%) Thought Leadership
11 8 (9.30%) Data Management
Programming Languages
1 49 (56.98%) SQL
2 19 (22.09%) T-SQL
3 9 (10.47%) VB
4 8 (9.30%) Java
5 7 (8.14%) VBA
6 5 (5.81%) Python
7 4 (4.65%) PowerShell
8 3 (3.49%) C#
8 3 (3.49%) JavaScript
8 3 (3.49%) PHP
8 3 (3.49%) PL/SQL
9 2 (2.33%) R
10 1 (1.16%) HiveQL
10 1 (1.16%) Scala
Qualifications
1 10 (11.63%) Degree
2 1 (1.16%) Computer Science Degree
Quality Assurance & Compliance
1 7 (8.14%) GDPR
2 5 (5.81%) Data Quality
2 5 (5.81%) SLA
3 4 (4.65%) QA
4 2 (2.33%) P3O
4 2 (2.33%) PMO
System Software
1 4 (4.65%) VMware Infrastructure
2 1 (1.16%) HDFS
Systems Management
1 4 (4.65%) Oracle Enterprise Manager
Vendors
1 37 (43.02%) Microsoft
2 18 (20.93%) Oracle
3 14 (16.28%) Tableau
4 10 (11.63%) Google
4 10 (11.63%) Informatica
5 6 (6.98%) IBM
6 4 (4.65%) SolarWinds
6 4 (4.65%) VMware
7 3 (3.49%) Ab Initio
7 3 (3.49%) Aderant
8 2 (2.33%) Atlassian
8 2 (2.33%) MuleSoft
8 2 (2.33%) Talend
9 1 (1.16%) Birst
9 1 (1.16%) Cognos
9 1 (1.16%) Hortonworks
9 1 (1.16%) Salesforce.com
9 1 (1.16%) SAP