Period
to 21 May 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
West Midlands > Birmingham
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 90 76 98
Rank change year-on-year -14 +22 -1
Permanent jobs citing Data Warehouse 113 116 114
As % of all permanent IT jobs advertised in Birmingham 3.05% 3.13% 2.53%
As % of the Database & Business Intelligence category 13.02% 12.03% 11.63%
Number of salaries quoted 84 109 110
Birmingham median annual salary £46,250 £45,000 £47,032
Median salary % change year-on-year +2.78% -4.32% -7.78%
10th Percentile £30,000 £31,250 £32,500
90th Percentile £62,500 £60,000 £66,500
West Midlands median annual salary £47,000 £42,500 £45,000
% change year-on-year +10.59% -5.56% +5.88%

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 868 964 980
As % of all permanent IT jobs advertised in Birmingham 23.40% 26.03% 21.72%
Number of salaries quoted 717 820 877
Birmingham median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £29,325 £27,500 £26,250
90th Percentile £66,750 £60,000 £60,000
West Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 21 May 2018.

Salary histogram for Data Warehouse in Birmingham

For the 6 months to 21 May 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 82 (72.57%) SQL
1 82 (72.57%) Business Intelligence
2 61 (53.98%) SQL Server Integration Services
3 58 (51.33%) SQL Server Reporting Services
4 55 (48.67%) SQL Server
5 47 (41.59%) SQL Server Analysis Services
6 45 (39.82%) Microsoft
7 44 (38.94%) ETL
8 31 (27.43%) Finance
9 27 (23.89%) Microsoft Azure
10 25 (22.12%) T-SQL
11 24 (21.24%) Analytics
11 24 (21.24%) Power BI
12 22 (19.47%) Problem-Solving
13 20 (17.70%) Data Management
14 19 (16.81%) Retail
15 17 (15.04%) Relational Database
16 16 (14.16%) Manufacturing
16 16 (14.16%) Data Modelling
17 15 (13.27%) JD Edwards
17 15 (13.27%) Logistics
17 15 (13.27%) Process Improvement
17 15 (13.27%) JDE EnterpriseOne
18 14 (12.39%) Azure SQL Database
18 14 (12.39%) Microsoft Excel
19 12 (10.62%) Agile Software Development
19 12 (10.62%) Data Structures
19 12 (10.62%) Azure Data Factory
20 11 (9.73%) Tableau
20 11 (9.73%) Data Analytics

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 2 (1.77%) SharePoint
Applications
1 14 (12.39%) Microsoft Excel
2 2 (1.77%) MS Visio
2 2 (1.77%) Spreadsheet
Business Applications
1 15 (13.27%) JDE EnterpriseOne
2 5 (4.42%) Cognos Business Intelligence
2 5 (4.42%) Cognos TM1
3 4 (3.54%) Dynamics AX
4 1 (0.88%) Carpe Diem
4 1 (0.88%) NetSuite
Cloud Services
1 27 (23.89%) Microsoft Azure
2 12 (10.62%) Azure Data Factory
3 5 (4.42%) Dynamics 365
4 3 (2.65%) SaaS
5 2 (1.77%) Amazon AWS
5 2 (1.77%) Office 365
Database & Business Intelligence
1 61 (53.98%) SQL Server Integration Services
2 58 (51.33%) SQL Server Reporting Services
3 55 (48.67%) SQL Server
4 47 (41.59%) SQL Server Analysis Services
5 24 (21.24%) Power BI
6 17 (15.04%) Relational Database
7 14 (12.39%) Azure SQL Database
8 10 (8.85%) Azure SQL Data Warehouse
8 10 (8.85%) Big Data
9 8 (7.08%) Data Lake
10 7 (6.19%) BusinessObjects
10 7 (6.19%) Hadoop
10 7 (6.19%) SQL Server 2012
11 6 (5.31%) HDInsight
12 5 (4.42%) Cognos Framework Manager
12 5 (4.42%) Cognos Transformer
12 5 (4.42%) Data Mining
12 5 (4.42%) QlikView
12 5 (4.42%) SQL Server 2008
12 5 (4.42%) SQL Server 2014
Development Applications
1 3 (2.65%) SQL Server Management Studio (SSMS)
1 3 (2.65%) Visual Studio
2 1 (0.88%) JIRA
2 1 (0.88%) Selenium
2 1 (0.88%) WebDriver
2 1 (0.88%) Zephyr
General
1 31 (27.43%) Finance
2 19 (16.81%) Retail
3 16 (14.16%) Manufacturing
4 11 (9.73%) Advertising
5 5 (4.42%) Legal
6 2 (1.77%) Automotive
7 1 (0.88%) Marketing
Job Titles
1 41 (36.28%) Developer
2 34 (30.09%) Analyst
3 24 (21.24%) Business Intelligence Developer
4 16 (14.16%) Consultant
5 14 (12.39%) SQL Developer
5 14 (12.39%) Test Analyst
6 12 (10.62%) Functional Analyst
7 11 (9.73%) Data Consultant
8 10 (8.85%) SSRS Developer
9 9 (7.96%) Data Warehouse Consultant
10 8 (7.08%) Senior Analyst
11 7 (6.19%) Business Developer
11 7 (6.19%) Data Analyst
11 7 (6.19%) SQL BI Developer
11 7 (6.19%) SSIS Developer
12 6 (5.31%) Senior Developer
13 5 (4.42%) Data Warehouse Developer
13 5 (4.42%) Senior Business Intelligence Developer
13 5 (4.42%) Senior Data Analyst
14 4 (3.54%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 6 (5.31%) MDX
2 4 (3.54%) .NET
2 4 (3.54%) HTML
3 2 (1.77%) CSS
3 2 (1.77%) HTML5
3 2 (1.77%) XML
Miscellaneous
1 12 (10.62%) Data Structures
2 10 (8.85%) Analytical Skills
3 5 (4.42%) Driving Licence
4 4 (3.54%) Management Information System
4 4 (3.54%) Self-Motivation
5 2 (1.77%) Computer Science
5 2 (1.77%) Linux Command Line
6 1 (0.88%) EPoS
6 1 (0.88%) Greenfield Project
Operating Systems
1 4 (3.54%) Linux
2 2 (1.77%) CentOS
2 2 (1.77%) Windows
Processes & Methodologies
1 82 (72.57%) Business Intelligence
2 44 (38.94%) ETL
3 24 (21.24%) Analytics
4 22 (19.47%) Problem-Solving
5 20 (17.70%) Data Management
6 16 (14.16%) Data Modelling
7 15 (13.27%) Logistics
7 15 (13.27%) Process Improvement
8 12 (10.62%) Agile Software Development
9 11 (9.73%) Data Analytics
10 10 (8.85%) Data Visualisation
10 10 (8.85%) Visualisation
11 8 (7.08%) Data Integration
12 7 (6.19%) Business Analysis
13 6 (5.31%) Data Analysis
13 6 (5.31%) Data Science
13 6 (5.31%) Kimball Methodology
13 6 (5.31%) Mathematics
13 6 (5.31%) Service Management
14 5 (4.42%) Data Architecture
Programming Languages
1 82 (72.57%) SQL
2 25 (22.12%) T-SQL
3 6 (5.31%) PL/SQL
4 5 (4.42%) JavaScript
5 4 (3.54%) C#
5 4 (3.54%) Data Analysis Expressions (DAX)
5 4 (3.54%) Java
5 4 (3.54%) PHP
5 4 (3.54%) VBA
6 2 (1.77%) C++
6 2 (1.77%) Python
6 2 (1.77%) R
6 2 (1.77%) Shell Script
7 1 (0.88%) HiveQL
7 1 (0.88%) Scala
7 1 (0.88%) VB
7 1 (0.88%) VBScript
Qualifications
1 10 (8.85%) Degree
2 5 (4.42%) ISEB
3 3 (2.65%) Numerate Degree
3 3 (2.65%) Security Cleared
4 2 (1.77%) CIPD
5 1 (0.88%) ISTQB
5 1 (0.88%) SC Cleared
Quality Assurance & Compliance
1 7 (6.19%) QA
2 5 (4.42%) Data Quality
System Software
1 5 (4.42%) HDFS
Vendors
1 45 (39.82%) Microsoft
2 15 (13.27%) JD Edwards
3 11 (9.73%) Tableau
4 7 (6.19%) Oracle
5 6 (5.31%) Cognos
6 5 (4.42%) SAP
7 1 (0.88%) Aderant
7 1 (0.88%) Capita
7 1 (0.88%) Epicor
7 1 (0.88%) Hortonworks
7 1 (0.88%) IFS
7 1 (0.88%) Infor
7 1 (0.88%) Informatica
7 1 (0.88%) Sage
7 1 (0.88%) Salesforce.com