Period
to 20 February 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 20 February 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
West Midlands > Birmingham
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 58 100 90
Rank change year-on-year +42 -10 -1
Permanent jobs citing Data Warehouse 152 106 110
As % of all permanent IT jobs advertised in Birmingham 4.13% 2.55% 2.71%
As % of the Database & Business Intelligence category 16.89% 11.08% 10.64%
Number of salaries quoted 122 94 107
Birmingham median annual salary £52,500 £57,500 £47,032
Median salary % change year-on-year -8.70% +22.26% -10.42%
10th Percentile £30,125 £27,025 £32,500
90th Percentile £75,000 £62,500 £66,500
West Midlands median annual salary £48,500 £42,500 £43,000
% change year-on-year +14.12% -1.16% -4.44%

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 900 957 1,034
As % of all permanent IT jobs advertised in Birmingham 24.47% 23.06% 25.44%
Number of salaries quoted 766 841 922
Birmingham median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £27,500 £25,750 £26,250
90th Percentile £70,000 £63,750 £57,500
West Midlands median annual salary £40,000 £40,000 £39,000
% change year-on-year - +2.56% +4.00%

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 20 February 2018.

Salary histogram for Data Warehouse in Birmingham

For the 6 months to 20 February 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.

1 112 (73.68%) Business Intelligence
2 81 (53.29%) SQL
3 73 (48.03%) Finance
4 65 (42.76%) ETL
5 55 (36.18%) SQL Server
6 49 (32.24%) SQL Server Integration Services
7 48 (31.58%) SQL Server Reporting Services
8 33 (21.71%) Data Management
9 32 (21.05%) SQL Server Analysis Services
9 32 (21.05%) Analytics
9 32 (21.05%) BusinessObjects
10 29 (19.08%) Microsoft
11 25 (16.45%) Data Integration
12 24 (15.79%) Data Modelling
13 23 (15.13%) Oracle
14 22 (14.47%) Migration
14 22 (14.47%) SAP
14 22 (14.47%) Data Migration
15 21 (13.82%) Cognos
16 20 (13.16%) Analytical Skills
17 19 (12.50%) Manufacturing
18 18 (11.84%) JD Edwards
18 18 (11.84%) JDE EnterpriseOne
18 18 (11.84%) Logistics
18 18 (11.84%) Process Improvement
18 18 (11.84%) Power BI
19 17 (11.18%) Microsoft Azure
19 17 (11.18%) T-SQL
19 17 (11.18%) Management Information System
20 16 (10.53%) Retail

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 5 (3.29%) SAS
2 2 (1.32%) SharePoint
3 1 (0.66%) Oracle Application Server
3 1 (0.66%) WebLogic
Applications
1 7 (4.61%) Microsoft Excel
2 3 (1.97%) Microsoft Office
3 2 (1.32%) Spreadsheet
Business Applications
1 18 (11.84%) JDE EnterpriseOne
2 10 (6.58%) Cognos Business Intelligence
3 6 (3.95%) Cognos TM1
4 5 (3.29%) Dynamics AX
5 1 (0.66%) Carpe Diem
5 1 (0.66%) Dynamics CRM
5 1 (0.66%) SAP BPC
Cloud Services
1 17 (11.18%) Microsoft Azure
2 6 (3.95%) Azure Data Factory
2 6 (3.95%) SaaS
3 5 (3.29%) Dynamics 365
4 3 (1.97%) Office 365
5 1 (0.66%) Cortana Intelligence Suite
Communications & Networking
1 1 (0.66%) Internet
1 1 (0.66%) SAN
Database & Business Intelligence
1 55 (36.18%) SQL Server
2 49 (32.24%) SQL Server Integration Services
3 48 (31.58%) SQL Server Reporting Services
4 32 (21.05%) BusinessObjects
4 32 (21.05%) SQL Server Analysis Services
5 18 (11.84%) Power BI
6 15 (9.87%) QlikView
7 13 (8.55%) Azure SQL Database
7 13 (8.55%) Relational Database
7 13 (8.55%) SAP Data Services
8 12 (7.89%) SQL Server 2008
9 8 (5.26%) BODI
9 8 (5.26%) DataStage
10 7 (4.61%) Big Data
10 7 (4.61%) Data Mining
10 7 (4.61%) SAP HANA
11 6 (3.95%) Cognos Framework Manager
11 6 (3.95%) Cognos Transformer
11 6 (3.95%) Microsoft Analysis Services
11 6 (3.95%) OLAP
Development Applications
1 5 (3.29%) SQL Server Management Studio (SSMS)
2 1 (0.66%) Ant
2 1 (0.66%) JIRA
2 1 (0.66%) Oracle APEX
2 1 (0.66%) Selenium
2 1 (0.66%) Team Foundation Server
2 1 (0.66%) Visual Studio Team System
2 1 (0.66%) WebDriver
2 1 (0.66%) Zephyr
General
1 73 (48.03%) Finance
2 19 (12.50%) Manufacturing
3 16 (10.53%) Retail
4 11 (7.24%) Banking
5 9 (5.92%) Legal
6 4 (2.63%) Local Government
6 4 (2.63%) Marketing
7 2 (1.32%) Automotive
Job Titles
1 58 (38.16%) Developer
2 27 (17.76%) Analyst
3 24 (15.79%) Business Intelligence Developer
4 23 (15.13%) Architect
5 21 (13.82%) Data Architect
6 20 (13.16%) Consultant
7 17 (11.18%) SAP Developer
8 14 (9.21%) Functional Analyst
9 13 (8.55%) SQL Developer
10 11 (7.24%) Business Consultant
10 11 (7.24%) Infrastructure Solutions Architect
10 11 (7.24%) Senior Architect
10 11 (7.24%) Senior Data Architect
10 11 (7.24%) Senior Solutions Architect
10 11 (7.24%) Solutions Architect
11 10 (6.58%) Business Intelligence Consultant
11 10 (6.58%) Data Analyst
12 9 (5.92%) SQL Server Developer
13 7 (4.61%) Data Warehouse Developer
13 7 (4.61%) SAP BusinessObjects (BO) Developer
Libraries, Frameworks & Software Standards
1 7 (4.61%) MDX
1 7 (4.61%) XML
2 6 (3.95%) HTML
3 4 (2.63%) Web Services
4 3 (1.97%) CSS
5 1 (0.66%) .NET
5 1 (0.66%) Spring
Miscellaneous
1 20 (13.16%) Analytical Skills
2 17 (11.18%) Management Information System
3 15 (9.87%) Data Structures
4 14 (9.21%) Virtual Team
5 3 (1.97%) Computer Science
6 2 (1.32%) Linux Command Line
7 1 (0.66%) EPoS
Operating Systems
1 4 (2.63%) Windows
1 4 (2.63%) Windows Server
1 4 (2.63%) Windows Server 2008
1 4 (2.63%) Windows Server 2012
2 3 (1.97%) Linux
2 3 (1.97%) Unix
3 2 (1.32%) CentOS
4 1 (0.66%) AIX
Processes & Methodologies
1 112 (73.68%) Business Intelligence
2 65 (42.76%) ETL
3 33 (21.71%) Data Management
4 32 (21.05%) Analytics
5 25 (16.45%) Data Integration
6 24 (15.79%) Data Modelling
7 22 (14.47%) Data Migration
7 22 (14.47%) Migration
8 18 (11.84%) Logistics
8 18 (11.84%) Process Improvement
9 13 (8.55%) ArchiMate
9 13 (8.55%) Presales
9 13 (8.55%) TOGAF
9 13 (8.55%) UML
10 11 (7.24%) Asset Management
10 11 (7.24%) Data Acquisition
10 11 (7.24%) Data Ingestion
10 11 (7.24%) Infrastructure Management
10 11 (7.24%) Stakeholder Management
11 10 (6.58%) Visualisation
Programming Languages
1 81 (53.29%) SQL
2 17 (11.18%) T-SQL
3 7 (4.61%) PL/SQL
4 5 (3.29%) JavaScript
4 5 (3.29%) VBA
5 3 (1.97%) Python
6 2 (1.32%) PHP
6 2 (1.32%) PowerShell
6 2 (1.32%) VB
7 1 (0.66%) C#
7 1 (0.66%) Java
7 1 (0.66%) Shell Script
Qualifications
1 6 (3.95%) Degree
2 3 (1.97%) ISEB
3 1 (0.66%) ISTQB
3 1 (0.66%) ITIL Certification
3 1 (0.66%) Numerate Degree
3 1 (0.66%) OCP
3 1 (0.66%) Oracle Certification
3 1 (0.66%) SC Cleared
3 1 (0.66%) Security Cleared
Quality Assurance & Compliance
1 12 (7.89%) Data Quality
2 5 (3.29%) QA
3 1 (0.66%) ISO/IEC 20000
3 1 (0.66%) SLA
System Software
1 1 (0.66%) VMware Infrastructure
Systems Management
1 2 (1.32%) Oracle Enterprise Manager
2 1 (0.66%) Data Guard
2 1 (0.66%) Netcool
2 1 (0.66%) Netcool/OMNIbus
2 1 (0.66%) Oracle RMAN
Vendors
1 29 (19.08%) Microsoft
2 23 (15.13%) Oracle
3 22 (14.47%) SAP
4 21 (13.82%) Cognos
5 18 (11.84%) JD Edwards
6 14 (9.21%) Tableau
7 9 (5.92%) Informatica
8 3 (1.97%) BT
8 3 (1.97%) Capita
8 3 (1.97%) Greenplum
8 3 (1.97%) TIBCO
9 2 (1.32%) IBM
10 1 (0.66%) Aderant
10 1 (0.66%) Salesforce.com
10 1 (0.66%) ServiceNow
10 1 (0.66%) SolarWinds
10 1 (0.66%) Teradata
10 1 (0.66%) VMware