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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Modelling
West Midlands / Birmingham
Rank 92 91 94
Rank change year-on-year -1 +3  
Permanent jobs citing Data Modelling 33 47 23
As % of all permanent IT jobs advertised in Birmingham 1.81% 2.01% 1.34%
As % of the Processes & Methodologies category 2.00% 2.30% 1.62%
Number of salaries quoted 29 44 21
Median salary £65,000 £45,000 £45,000
Median salary % change year-on-year +44.44% -  
90% offered a salary of more than £37,000 £35,000 £35,000
10% offered a salary of more than £70,000 £51,400 £55,000
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 1646 2043 1423
As % of all permanent IT job vacancies advertised in Birmingham 90.04% 87.23% 82.97%
Number of salaries quoted 1288 1572 1178
Median salary £45,000 £43,250 £45,000
Median salary % change year-on-year +4.04% -3.88%  
90% offered a salary of more than £30,000 £29,000 £29,200
10% offered a salary of more than £62,500 £70,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 24 March 2017.

Salary histogram for Data Modelling in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 24 March 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 (48.89%) Logical Data Model
2 20 (44.44%) Data Lineage
2 20 (44.44%) Enterprise Architecture
3 19 (42.22%) Finance
4 18 (40.00%) TOGAF
4 18 (40.00%) Conceptual Models
5 14 (31.11%) SQL
6 12 (26.67%) GAP Analysis
7 11 (24.44%) SQL Server
7 11 (24.44%) Microsoft
7 11 (24.44%) SaaS
7 11 (24.44%) PaaS
8 10 (22.22%) Business Intelligence
8 10 (22.22%) Analytical Skills
9 8 (17.78%) MS Excel
9 8 (17.78%) CRM
10 6 (13.33%) ITIL
10 6 (13.33%) HTML
10 6 (13.33%) Stakeholder Management
10 6 (13.33%) Service Management
10 6 (13.33%) Data Analysis
11 5 (11.11%) Statistical Analysis
11 5 (11.11%) Data Management
11 5 (11.11%) Software Engineering
11 5 (11.11%) Marketing
11 5 (11.11%) Statistics
11 5 (11.11%) Customer Engagement
11 5 (11.11%) ITSM
11 5 (11.11%) Games
11 5 (11.11%) MySQL

Data Modelling
Top Related 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 (2.22%) Apache
1 1 (2.22%) Apache Pig
1 1 (2.22%) Apache Spark
Applications
1 8 (17.78%) MS Excel
2 3 (6.67%) MS Office
2 3 (6.67%) MS PowerPoint
Business Applications
1 3 (6.67%) Dynamics CRM
Cloud Services
1 11 (24.44%) PaaS
1 11 (24.44%) SaaS
2 1 (2.22%) Microsoft Azure
Database & Business Intelligence
1 11 (24.44%) SQL Server
2 5 (11.11%) MySQL
3 4 (8.89%) Data Warehouse
4 3 (6.67%) SQL Server Integration Services
4 3 (6.67%) SQL Server Reporting Services
5 2 (4.44%) MS Access
5 2 (4.44%) SQL Server Analysis Services
6 1 (2.22%) Apache Hive
6 1 (2.22%) Big Data
6 1 (2.22%) BusinessObjects
6 1 (2.22%) Data Mart
6 1 (2.22%) Hadoop
6 1 (2.22%) HBase
6 1 (2.22%) HDInsight
6 1 (2.22%) Lumira
6 1 (2.22%) QlikView
6 1 (2.22%) SAP BW
Development Applications
1 3 (6.67%) Visual Studio Tools for Office
General
1 19 (42.22%) Finance
2 5 (11.11%) Games
2 5 (11.11%) Marketing
3 2 (4.44%) Banking
3 2 (4.44%) Mandarin Language
4 1 (2.22%) Investment Banking
4 1 (2.22%) Military
4 1 (2.22%) Retail
4 1 (2.22%) Retail Banking
Job Titles
1 23 (51.11%) Architect
2 10 (22.22%) Analyst
2 10 (22.22%) Enterprise Architect
3 6 (13.33%) Data Analyst
4 4 (8.89%) Applications Architect
4 4 (8.89%) Developer
5 3 (6.67%) Business Intelligence Developer
5 3 (6.67%) CRM Manager
5 3 (6.67%) Data Architect
5 3 (6.67%) Head of Data Management
5 3 (6.67%) Solutions Architect
5 3 (6.67%) Systems Analyst
6 2 (4.44%) Business Systems Analyst
6 2 (4.44%) Consultant
6 2 (4.44%) Head of Information
6 2 (4.44%) Head of Information Management
6 2 (4.44%) SAP Consultant
7 1 (2.22%) Compliance Business Analyst
7 1 (2.22%) SSIS Developer
7 1 (2.22%) SSRS Developer
Libraries, Frameworks & Software Standards
1 6 (13.33%) HTML
2 3 (6.67%) .NET
2 3 (6.67%) ASP.NET
2 3 (6.67%) CSS
2 3 (6.67%) HTML5
2 3 (6.67%) jQuery
2 3 (6.67%) Web Services
Miscellaneous
1 10 (22.22%) Analytical Skills
2 5 (11.11%) Algorithms
3 3 (6.67%) Computer Science
3 3 (6.67%) Management Information System
3 3 (6.67%) NHS
4 1 (2.22%) Data Structures
4 1 (2.22%) Derivative
4 1 (2.22%) Equities
4 1 (2.22%) Fixed Income
4 1 (2.22%) Foreign Exchange (FX)
Processes & Methodologies
1 22 (48.89%) Logical Data Model
2 20 (44.44%) Data Lineage
2 20 (44.44%) Enterprise Architecture
3 18 (40.00%) Conceptual Models
3 18 (40.00%) TOGAF
4 12 (26.67%) GAP Analysis
5 10 (22.22%) Business Intelligence
6 8 (17.78%) CRM
7 6 (13.33%) Data Analysis
7 6 (13.33%) ITIL
7 6 (13.33%) Service Management
7 6 (13.33%) Stakeholder Management
8 5 (11.11%) Commercial Data Analysis
8 5 (11.11%) Customer Engagement
8 5 (11.11%) Data Management
8 5 (11.11%) ETL
8 5 (11.11%) ITSM
8 5 (11.11%) Software Engineering
8 5 (11.11%) Statistical Analysis
8 5 (11.11%) Statistics
Programming Languages
1 14 (31.11%) SQL
2 3 (6.67%) C#
2 3 (6.67%) JavaScript
2 3 (6.67%) T-SQL
2 3 (6.67%) VB.NET
3 1 (2.22%) ABAP
3 1 (2.22%) C
3 1 (2.22%) VB
Qualifications
1 3 (6.67%) Degree
Quality Assurance & Compliance
1 3 (6.67%) Data Quality
System Software
1 1 (2.22%) HDFS
Vendors
1 11 (24.44%) Microsoft
2 2 (4.44%) SAP
3 1 (2.22%) Oracle
Birmingham, West Midlands (County)
Erin Associates
Salary: £40000 per annum + Bonus & excellent benefits
Posted: Yesterday
Birmingham
Intouch Games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: Yesterday