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 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands / Birmingham
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 115 122 123
Rank change year-on-year +7 +1  
Permanent jobs citing Data Modelling 16 21 13
As % of all permanent IT jobs advertised in Birmingham 0.81% 0.88% 0.64%
As % of the Processes & Methodologies category 0.91% 1.00% 0.75%
Number of salaries quoted 14 17 9
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.55% +5.88%  
90% offered a salary of more than £30,000 £40,000 £27,500
10% offered a salary of more than £64,250 £61,000 £54,000
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Birmingham with a requirement for process and methodology skills.

Process & Methodology Skills
Birmingham
Permanent job vacancies with a requirement for process and methodology skills 1754 2097 1742
As % of all permanent IT job vacancies advertised in Birmingham 89.17% 87.59% 86.28%
Number of salaries quoted 1430 1534 1415
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £30,000 £27,500 £30,000
10% offered a salary of more than £61,750 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Birmingham

The job posting trend of jobs advertised in Birmingham citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 23 June 2017.

Salary histogram for Data Modelling in Birmingham

For the 6 months to 23 June 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 22 (44.90%) SQL
2 21 (42.86%) Logical Data Model
3 20 (40.82%) Enterprise Architecture
3 20 (40.82%) Data Lineage
4 19 (38.78%) Finance
5 18 (36.73%) TOGAF
5 18 (36.73%) Conceptual Models
6 17 (34.69%) Business Intelligence
7 15 (30.61%) SQL Server
8 13 (26.53%) CRM
9 12 (24.49%) HTML
9 12 (24.49%) GAP Analysis
10 11 (22.45%) SaaS
10 11 (22.45%) PaaS
11 10 (20.41%) Data Analysis
11 10 (20.41%) MySQL
12 9 (18.37%) CSS
12 9 (18.37%) ITIL
12 9 (18.37%) Microsoft Excel
12 9 (18.37%) Games
12 9 (18.37%) Statistics
12 9 (18.37%) Marketing
12 9 (18.37%) Statistical Analysis
12 9 (18.37%) Customer Engagement
12 9 (18.37%) Statistical Modelling
12 9 (18.37%) Algorithms
12 9 (18.37%) Commercial Data Analysis
13 8 (16.33%) Analytical Skills
13 8 (16.33%) Microsoft
14 7 (14.29%) Stakeholder Management

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 (2.04%) SAS
Applications
1 9 (18.37%) Microsoft Excel
Business Applications
1 4 (8.16%) Dynamics CRM
Cloud Services
1 11 (22.45%) PaaS
1 11 (22.45%) SaaS
2 1 (2.04%) Microsoft Azure
Database & Business Intelligence
1 15 (30.61%) SQL Server
2 10 (20.41%) MySQL
3 4 (8.16%) QlikView
4 3 (6.12%) Data Warehouse
4 3 (6.12%) SQL Server Integration Services
4 3 (6.12%) SQL Server Reporting Services
5 2 (4.08%) SQL Server Analysis Services
6 1 (2.04%) Base SAS
6 1 (2.04%) BusinessObjects
6 1 (2.04%) Lumira
6 1 (2.04%) SAP BW
6 1 (2.04%) SAS Data Integration Studio
Development Applications
1 4 (8.16%) Visual Studio Tools for Office
General
1 19 (38.78%) Finance
2 9 (18.37%) Games
2 9 (18.37%) Marketing
3 1 (2.04%) Back Office
Job Titles
1 22 (44.90%) Architect
2 12 (24.49%) Analyst
3 11 (22.45%) Developer
4 10 (20.41%) Enterprise Architect
5 8 (16.33%) Data Analyst
6 4 (8.16%) Applications Architect
6 4 (8.16%) QlikView Developer
6 4 (8.16%) Senior Analyst
6 4 (8.16%) Senior Data Analyst
7 3 (6.12%) Business Data Analyst
7 3 (6.12%) Business Intelligence Analyst
7 3 (6.12%) Business Intelligence Data Analyst
7 3 (6.12%) Business Intelligence Developer
7 3 (6.12%) CRM Developer
7 3 (6.12%) Senior Business Intelligence Analyst
7 3 (6.12%) Solutions Architect
7 3 (6.12%) Systems Analyst
8 2 (4.08%) Business Systems Analyst
8 2 (4.08%) Consultant
8 2 (4.08%) SAP Consultant
Libraries, Frameworks & Software Standards
1 12 (24.49%) HTML
2 9 (18.37%) CSS
3 6 (12.24%) Web Services
4 4 (8.16%) .NET
4 4 (8.16%) ASP.NET
5 3 (6.12%) HTML5
5 3 (6.12%) jQuery
6 1 (2.04%) AngularJS
6 1 (2.04%) JSON
6 1 (2.04%) REST
6 1 (2.04%) SOAP
6 1 (2.04%) XML
Miscellaneous
1 9 (18.37%) Algorithms
2 8 (16.33%) Analytical Skills
3 1 (2.04%) Computer Science
3 1 (2.04%) User Experience
Processes & Methodologies
1 21 (42.86%) Logical Data Model
2 20 (40.82%) Data Lineage
2 20 (40.82%) Enterprise Architecture
3 18 (36.73%) Conceptual Models
3 18 (36.73%) TOGAF
4 17 (34.69%) Business Intelligence
5 13 (26.53%) CRM
6 12 (24.49%) GAP Analysis
7 10 (20.41%) Data Analysis
8 9 (18.37%) Commercial Data Analysis
8 9 (18.37%) Customer Engagement
8 9 (18.37%) ITIL
8 9 (18.37%) Statistical Analysis
8 9 (18.37%) Statistical Modelling
8 9 (18.37%) Statistics
9 7 (14.29%) Stakeholder Management
10 6 (12.24%) Service Management
10 6 (12.24%) Software Engineering
11 5 (10.20%) ETL
11 5 (10.20%) ITSM
Programming Languages
1 22 (44.90%) SQL
2 4 (8.16%) C#
2 4 (8.16%) JavaScript
2 4 (8.16%) VB.NET
3 3 (6.12%) T-SQL
4 1 (2.04%) ABAP
4 1 (2.04%) PHP
4 1 (2.04%) Python
Qualifications
1 2 (4.08%) ITIL Certification
2 1 (2.04%) Computer Science Degree
2 1 (2.04%) Degree
2 1 (2.04%) MCITP
2 1 (2.04%) MCTS
2 1 (2.04%) Microsoft Certification
Vendors
1 8 (16.33%) Microsoft
2 2 (4.08%) SAP
3 1 (2.04%) Software AG
3 1 (2.04%) webMethods
Birmingham, West Midlands (County)
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: 20 hours ago
Birmingham
Michael Page Technology
Salary: £26000 - £35000 per annum + car, bonus, pension
Posted: 3 days ago
Birmingham, West Midlands (County)
Robert Walters
Salary: £35000 - £40000 per annum
Posted: 4 days ago
Birmingham, West Midlands (County)
Computer People
Salary: £35000.00 - £42000.00 per annum + Bonus
Posted: 6 days ago
Birmingham
Robert Walters UK
Salary: £60000 - £65000 per annum
Posted: 9 days ago