Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Birmingham
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 153 179 139
Rank change year-on-year +26 -40 -2
Permanent jobs citing Data Modelling 44 36 45
As % of all permanent IT jobs advertised in Birmingham 1.14% 0.76% 1.15%
As % of the Processes & Methodologies category 1.26% 0.85% 1.32%
Number of salaries quoted 39 30 41
Birmingham median annual salary £55,000 £51,250 £47,500
Median salary % change year-on-year +7.32% +7.89% -5.00%
10th Percentile £36,850 £26,325 £26,250
90th Percentile £77,500 £60,025 £66,250
West Midlands median annual salary £47,500 £45,000 £41,250
% change year-on-year +5.56% +9.09% -8.33%

Data Modelling is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 3494 4238 3403
As % of all permanent IT jobs advertised in Birmingham 90.21% 89.03% 86.97%
Number of salaries quoted 2737 3097 2850
Birmingham median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -5.56%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £67,500 £67,625 £68,750
West Midlands median annual salary £40,000 £40,000 £40,000

Data Modelling
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Data Modelling in Birmingham

Data Modelling
Salary Trend in Birmingham

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

Salary trend for Data Modelling in Birmingham

Data Modelling
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Modelling in Birmingham over the 6 months to 22 November 2017.

Salary histogram for Data Modelling in Birmingham

For the 6 months to 22 November 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Birmingham region with a requirement for Data Modelling.

1 24 (54.55%) Business Intelligence
2 17 (38.64%) SQL
3 15 (34.09%) Data Warehouse
4 14 (31.82%) Finance
5 11 (25.00%) Microsoft
5 11 (25.00%) Retail
5 11 (25.00%) SDLC
6 9 (20.45%) Data Integration
6 9 (20.45%) ETL
7 8 (18.18%) SQL Server
7 8 (18.18%) SQL Server Analysis Services
7 8 (18.18%) SQL Server Reporting Services
7 8 (18.18%) Analytical Skills
7 8 (18.18%) Logical Data Model
7 8 (18.18%) Analytics
8 7 (15.91%) Presales
8 7 (15.91%) Data Architecture
8 7 (15.91%) ITIL
9 6 (13.64%) SAP
9 6 (13.64%) Workflow
9 6 (13.64%) Publishing
9 6 (13.64%) SQL Server Integration Services
9 6 (13.64%) QA
9 6 (13.64%) Physical Data Model
10 5 (11.36%) Data Quality
10 5 (11.36%) Microsoft Azure
10 5 (11.36%) Power BI
10 5 (11.36%) Data Management
10 5 (11.36%) SAP FI/CO
10 5 (11.36%) Manufacturing

Data Modelling
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 1 (2.27%) IBM Domino
1 1 (2.27%) SAS
1 1 (2.27%) SharePoint
Business Applications
1 5 (11.36%) SAP CO
1 5 (11.36%) SAP FI
1 5 (11.36%) SAP FI/CO
2 2 (4.55%) Cognos Business Intelligence
2 2 (4.55%) Cognos TM1
3 1 (2.27%) Actimize
3 1 (2.27%) Dynamics CRM
Cloud Services
1 5 (11.36%) Microsoft Azure
2 4 (9.09%) SaaS
3 2 (4.55%) Azure Data Factory
4 1 (2.27%) Amazon AWS
4 1 (2.27%) Cortana Intelligence Suite
Communications & Networking
1 1 (2.27%) SMS
Database & Business Intelligence
1 15 (34.09%) Data Warehouse
2 8 (18.18%) SQL Server
2 8 (18.18%) SQL Server Analysis Services
2 8 (18.18%) SQL Server Reporting Services
3 6 (13.64%) SQL Server Integration Services
4 5 (11.36%) Power BI
5 4 (9.09%) Azure SQL Database
5 4 (9.09%) Data Mining
6 3 (6.82%) Microsoft Analysis Services
6 3 (6.82%) Relational Database
7 2 (4.55%) Azure SQL Data Warehouse
7 2 (4.55%) Cognos Framework Manager
7 2 (4.55%) Cognos Transformer
7 2 (4.55%) DataStage
7 2 (4.55%) Hadoop
7 2 (4.55%) OLAP
7 2 (4.55%) QlikView
8 1 (2.27%) DTS
8 1 (2.27%) MySQL
8 1 (2.27%) RDBMS
Development Applications
1 1 (2.27%) Visual Studio Tools for Office
General
1 14 (31.82%) Finance
2 11 (25.00%) Retail
3 6 (13.64%) Publishing
4 5 (11.36%) Manufacturing
5 3 (6.82%) Legal
6 2 (4.55%) Banking
7 1 (2.27%) Back Office
Job Titles
1 13 (29.55%) Analyst
1 13 (29.55%) Architect
2 8 (18.18%) Developer
3 5 (11.36%) Business Analyst
3 5 (11.36%) Data Analyst
3 5 (11.36%) Data Architect
3 5 (11.36%) SAP Architect
3 5 (11.36%) SAP Financial Architect
3 5 (11.36%) SAP Solutions Architect
3 5 (11.36%) Solutions Architect
4 4 (9.09%) Configuration Specialist
4 4 (9.09%) Senior Analyst
5 3 (6.82%) Business Intelligence Analyst
5 3 (6.82%) Business Intelligence Consultant
5 3 (6.82%) Consultant
5 3 (6.82%) Senior Developer
6 2 (4.55%) Business Intelligence Business Analyst
6 2 (4.55%) Configuration Management Specialist
6 2 (4.55%) QlikView Developer
6 2 (4.55%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 3 (6.82%) Web Services
2 1 (2.27%) .NET
2 1 (2.27%) AngularJS
2 1 (2.27%) ASP.NET
2 1 (2.27%) CSS
2 1 (2.27%) HTML
2 1 (2.27%) JSON
2 1 (2.27%) Oracle Fusion
2 1 (2.27%) REST
2 1 (2.27%) SOAP
2 1 (2.27%) Spring
2 1 (2.27%) XML
Miscellaneous
1 8 (18.18%) Analytical Skills
2 2 (4.55%) Management Information System
3 1 (2.27%) Computer Science
Processes & Methodologies
1 24 (54.55%) Business Intelligence
2 11 (25.00%) SDLC
3 9 (20.45%) Data Integration
3 9 (20.45%) ETL
4 8 (18.18%) Analytics
4 8 (18.18%) Logical Data Model
5 7 (15.91%) Data Architecture
5 7 (15.91%) ITIL
5 7 (15.91%) Presales
6 6 (13.64%) Physical Data Model
6 6 (13.64%) Workflow
7 5 (11.36%) Data Management
8 4 (9.09%) Configuration Management
8 4 (9.09%) CRM
8 4 (9.09%) Data Analysis
8 4 (9.09%) ITSM
8 4 (9.09%) Time Management
9 3 (6.82%) Business Analytics
9 3 (6.82%) ITIL V2
9 3 (6.82%) Service Management
Programming Languages
1 17 (38.64%) SQL
2 5 (11.36%) T-SQL
3 1 (2.27%) C#
3 1 (2.27%) JavaScript
3 1 (2.27%) PHP
3 1 (2.27%) Python
3 1 (2.27%) VB.NET
Qualifications
1 2 (4.55%) ITIL Certification
2 1 (2.27%) Degree
2 1 (2.27%) MCITP
2 1 (2.27%) MCTS
2 1 (2.27%) Microsoft Certification
2 1 (2.27%) SC Cleared
2 1 (2.27%) Security Cleared
Quality Assurance & Compliance
1 6 (13.64%) QA
2 5 (11.36%) Data Quality
3 1 (2.27%) COBIT
3 1 (2.27%) FINRA
Vendors
1 11 (25.00%) Microsoft
2 6 (13.64%) SAP
3 4 (9.09%) ServiceNow
4 3 (6.82%) Cognos
4 3 (6.82%) Tableau
5 1 (2.27%) Oracle
5 1 (2.27%) Software AG
5 1 (2.27%) Teradata
5 1 (2.27%) webMethods