The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Birmingham region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 118 105 123
Rank change year-on-year
-13 +18
Permanent jobs citing Data Modelling 20 22 20
As % of all permanent IT jobs located in Birmingham 0.89% 1.15% 0.90%
As % of the Processes & Methodologies category 1.00% 1.34% 1.04%
Number of salaries quoted 18 20 18
Median salary £51,125 £42,000 £49,000
Median salary % change year-on-year
+21.72% -14.28%
90% offered a salary of more than £25,000 £35,000 £38,900
10% offered a salary of more than £61,500 £58,250 £50,000
UK excluding London median salary £47,500 £48,500 £45,000
% change year-on-year
-2.06% +7.77%
Data Modelling
West Midlands

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Birmingham region.

Processes & Methodologies Category
Birmingham
Permanent IT job ads with a match in the
Processes & Methodologies category
1992 1646 1924
As % of all permanent IT jobs located in Birmingham 88.18% 86.00% 86.12%
Number of salaries quoted 1480 1383 1729
Median salary £45,000 £42,500 £45,000
Median salary % change year-on-year
+5.88% -5.55%
90% offered a salary of more than £29,500 £27,000 £30,000
10% offered a salary of more than £62,500 £70,000 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Birmingham

The demand trend of job ads across the Birmingham region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Birmingham region.

Data Modelling Salary Trend in Birmingham

Data Modelling
Salary Histogram in Birmingham

This chart provides a salary histogram for IT jobs citing Data Modelling across the Birmingham region over the 3 months to 3 December 2016.

Data Modelling Salary Histogram in Birmingham

Data Modelling
Top 30 Related IT Skills in Birmingham

For the 6 months to 3 December 2016, 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 25 (71.43%) Finance
2 18 (51.43%) Microsoft
3 17 (48.57%) MS Excel
3 17 (48.57%) Data Management
4 15 (42.86%) Business Intelligence
4 15 (42.86%) SQL
5 12 (34.29%) Migration
5 12 (34.29%) Agile Software Development
6 11 (31.43%) MS PowerPoint
6 11 (31.43%) Data Migration
6 11 (31.43%) Master Data Management
7 10 (28.57%) Change Control
7 10 (28.57%) Data Quality
7 10 (28.57%) Information Management
7 10 (28.57%) Management Information System
7 10 (28.57%) NHS
7 10 (28.57%) SQL Server
7 10 (28.57%) MS Office
7 10 (28.57%) CRM
8 8 (22.86%) JavaScript
8 8 (22.86%) HTML
9 7 (20.00%) Java
9 7 (20.00%) C#
9 7 (20.00%) .NET
10 6 (17.14%) SAP
10 6 (17.14%) ETL
10 6 (17.14%) Data Architecture
11 5 (14.29%) Analytics
11 5 (14.29%) Workflow
11 5 (14.29%) CSS

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 2 (5.71%) SAS
2 1 (2.86%) Apache
2 1 (2.86%) Apache Pig
2 1 (2.86%) Apache Spark
Applications
1 17 (48.57%) MS Excel
2 11 (31.43%) MS PowerPoint
3 10 (28.57%) MS Office
Business Applications
1 3 (8.57%) Dynamics CRM
2 1 (2.86%) Dynamics AX
2 1 (2.86%) Infor M3
2 1 (2.86%) SAP Oil and Gas
Cloud Services
1 4 (11.43%) GitHub
2 1 (2.86%) Microsoft Azure
Database & Business Intelligence
1 10 (28.57%) SQL Server
2 4 (11.43%) Data Warehouse
2 4 (11.43%) EDRMS
3 3 (8.57%) BusinessObjects
3 3 (8.57%) MySQL
4 2 (5.71%) MS Access
4 2 (5.71%) QlikView
4 2 (5.71%) Relational Database
5 1 (2.86%) Apache Hive
5 1 (2.86%) Big Data
5 1 (2.86%) BusinessObjects Business Intelligence
5 1 (2.86%) Cognos Transformer
5 1 (2.86%) Hadoop
5 1 (2.86%) HBase
5 1 (2.86%) HDInsight
5 1 (2.86%) Lumira
5 1 (2.86%) SQL Server 2005
5 1 (2.86%) SQL Server 2014
5 1 (2.86%) SQL Server Analysis Services
5 1 (2.86%) SQL Server Integration Services
Development Applications
1 4 (11.43%) Team Foundation Server
2 3 (8.57%) Visual Studio Tools for Office
General
1 25 (71.43%) Finance
2 4 (11.43%) Marketing
3 3 (8.57%) Games
3 3 (8.57%) Mandarin Language
4 2 (5.71%) Banking
4 2 (5.71%) Retail
4 2 (5.71%) Telecoms
5 1 (2.86%) Electronics
5 1 (2.86%) Investment Banking
5 1 (2.86%) Legal
5 1 (2.86%) Manufacturing
5 1 (2.86%) Military
5 1 (2.86%) Retail Banking
Job Titles
1 9 (25.71%) Head of Data Management
2 6 (17.14%) Analyst
3 5 (14.29%) Head of Information
4 4 (11.43%) Applications Support
4 4 (11.43%) Data Analyst
4 4 (11.43%) Head of Application Development
4 4 (11.43%) Head of Development
4 4 (11.43%) Head of Information Management
4 4 (11.43%) Head of Support
5 3 (8.57%) Architect
5 3 (8.57%) CRM Manager
6 2 (5.71%) Business Analyst
6 2 (5.71%) Business Intelligence Consultant
6 2 (5.71%) Consultant
6 2 (5.71%) Data Architect
6 2 (5.71%) Data Manager
6 2 (5.71%) Developer
6 2 (5.71%) Development Manager
6 2 (5.71%) IT Manager
6 2 (5.71%) Technical Manager
Libraries, Frameworks & Software Standards
1 8 (22.86%) HTML
2 7 (20.00%) .NET
3 5 (14.29%) CSS
4 3 (8.57%) ASP.NET
4 3 (8.57%) HTML5
4 3 (8.57%) jQuery
4 3 (8.57%) Web Services
5 2 (5.71%) J2EE
Miscellaneous
1 10 (28.57%) Management Information System
1 10 (28.57%) NHS
2 4 (11.43%) Analytical Skills
3 3 (8.57%) Algorithms
3 3 (8.57%) Data Structures
3 3 (8.57%) Statistics
4 2 (5.71%) Computer Science
4 2 (5.71%) Data Extraction
4 2 (5.71%) Fixed Income
4 2 (5.71%) Foreign Exchange (FX)
5 1 (2.86%) AS400
5 1 (2.86%) Clustering
5 1 (2.86%) Data Integration
5 1 (2.86%) Derivative
5 1 (2.86%) Equities
Processes & Methodologies
1 17 (48.57%) Data Management
2 15 (42.86%) Business Intelligence
3 12 (34.29%) Agile Software Development
3 12 (34.29%) Migration
4 11 (31.43%) Data Migration
4 11 (31.43%) Master Data Management
5 10 (28.57%) Change Control
5 10 (28.57%) CRM
5 10 (28.57%) Information Management
6 6 (17.14%) Data Architecture
6 6 (17.14%) ETL
7 5 (14.29%) Analytics
7 5 (14.29%) Data Analysis
7 5 (14.29%) Workflow
8 4 (11.43%) Case Management
8 4 (11.43%) Change Management
8 4 (11.43%) SDLC
8 4 (11.43%) Service Management
8 4 (11.43%) Web Development
9 3 (8.57%) Commercial Data Analysis
Programming Languages
1 15 (42.86%) SQL
2 8 (22.86%) JavaScript
3 7 (20.00%) C#
3 7 (20.00%) Java
4 4 (11.43%) VB.NET
5 2 (5.71%) VBA
6 1 (2.86%) ABAP
6 1 (2.86%) C
6 1 (2.86%) T-SQL
6 1 (2.86%) VB
Qualifications
1 4 (11.43%) Degree
2 1 (2.86%) MCITP
2 1 (2.86%) MCTS
2 1 (2.86%) Microsoft Certification
Quality Assurance & Compliance
1 10 (28.57%) Data Quality
System Software
1 1 (2.86%) HDFS
Vendors
1 18 (51.43%) Microsoft
2 6 (17.14%) SAP
3 2 (5.71%) Cognos
3 2 (5.71%) Oracle
3 2 (5.71%) Tableau
4 1 (2.86%) JD Edwards
4 1 (2.86%) Salesforce.com
4 1 (2.86%) Siebel
Birmingham
Defence Infrastructure Organisation
Posted: 7 days ago
Birmingham, West Midlands (County)
Crimson Ltd
Salary: £40000 - £45000 per annum + Car Allowance & Company Benefits
Posted: Yesterday
Birmingham, West Midlands (County)
Aston EyeTech Limited
Salary: Circa £36,000 per-annum, plus performance related bonus.
Posted: 15 days ago