The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Bradford region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 56 55 47
Rank change year-on-year
-1 -8
Permanent jobs citing Data Modelling 5 11 1
As % of all permanent IT jobs located in Bradford 1.20% 2.33% 0.30%
As % of the Processes & Methodologies category 1.28% 2.59% 0.34%
Number of salaries quoted 5 10 1
Median salary £45,000 £42,500 £34,000
Median salary % change year-on-year
+5.88% +25.00%
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
Data Modelling
West Yorkshire

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

Processes & Methodologies Category
Bradford
Permanent IT job ads with a match in the
Processes & Methodologies category
390 425 290
As % of all permanent IT jobs located in Bradford 93.30% 89.85% 86.05%
Number of salaries quoted 364 356 229
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £30,000 £31,500 £29,750
10% offered a salary of more than £55,000 £50,000 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Bradford

The demand trend of job ads across the Bradford 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 Bradford

Data Modelling
Salary Trend in Bradford

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

Data Modelling Salary Trend in Bradford

Data Modelling
Top 30 Related IT Skills in Bradford

For the 6 months to 24 May 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 Bradford region with a requirement for Data Modelling.

1 10 (58.82%) Finance
2 7 (41.18%) Business Intelligence
2 7 (41.18%) ETL
3 6 (35.29%) SQL
3 6 (35.29%) Migration
3 6 (35.29%) Data Mapping
3 6 (35.29%) Data Integration
3 6 (35.29%) Data Migration
3 6 (35.29%) Information Governance
3 6 (35.29%) Technical Analysis
3 6 (35.29%) Analytical Skills
4 5 (29.41%) Continuous Improvement
4 5 (29.41%) Data Warehouse
4 5 (29.41%) SQL Server
5 4 (23.53%) MS Office
5 4 (23.53%) PHP
5 4 (23.53%) ERP
5 4 (23.53%) Microsoft
5 4 (23.53%) BCP
5 4 (23.53%) Computer Science
5 4 (23.53%) Degree
5 4 (23.53%) Agile Software Development
5 4 (23.53%) Business Continuity
5 4 (23.53%) Enterprise Software
5 4 (23.53%) Business Continuity Planning
5 4 (23.53%) Data Quality
6 3 (17.65%) Data Validation
6 3 (17.65%) Validation
6 3 (17.65%) Information Management
7 2 (11.76%) Stakeholder Management

Data Modelling
Top Related IT Skills in Bradford 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 (11.76%) OpenEdge
Applications
1 4 (23.53%) MS Office
Database & Business Intelligence
1 5 (29.41%) Data Warehouse
1 5 (29.41%) SQL Server
2 2 (11.76%) RDBMS
2 2 (11.76%) Relational Database
3 1 (5.88%) BusinessObjects
3 1 (5.88%) SQL Server Analysis Services
3 1 (5.88%) SQL Server Integration Services
Development Applications
1 2 (11.76%) Team Foundation Server
1 2 (11.76%) WebSpeed
General
1 10 (58.82%) Finance
2 1 (5.88%) Retail
Job Titles
1 10 (58.82%) Analyst
2 8 (47.06%) Data Analyst
3 6 (35.29%) Business Analyst
3 6 (35.29%) Data Migration Analyst
3 6 (35.29%) Migration Analyst
4 4 (23.53%) Data Business Analyst
4 4 (23.53%) Data Manager
4 4 (23.53%) Data Migration Business Analyst
5 3 (17.65%) Developer
6 2 (11.76%) Data Quality Manager
6 2 (11.76%) Progress Developer
6 2 (11.76%) Quality Manager
6 2 (11.76%) Senior Analyst
7 1 (5.88%) Business Change Analyst
7 1 (5.88%) Data Quality Analyst
7 1 (5.88%) Database Developer
7 1 (5.88%) Oracle Developer
7 1 (5.88%) Oracle Team Leader
7 1 (5.88%) Quality Analyst
7 1 (5.88%) Team Leader
Libraries, Frameworks & Software Standards
1 2 (11.76%) .NET
1 2 (11.76%) HTML
1 2 (11.76%) Web Services
1 2 (11.76%) XML
Miscellaneous
1 6 (35.29%) Analytical Skills
1 6 (35.29%) Data Integration
2 4 (23.53%) Computer Science
2 4 (23.53%) Enterprise Software
3 2 (11.76%) Client/Server
Operating Systems
1 2 (11.76%) Windows
Processes & Methodologies
1 7 (41.18%) Business Intelligence
1 7 (41.18%) ETL
2 6 (35.29%) Data Mapping
2 6 (35.29%) Data Migration
2 6 (35.29%) Information Governance
2 6 (35.29%) Migration
2 6 (35.29%) Technical Analysis
3 5 (29.41%) Continuous Improvement
4 4 (23.53%) Agile Software Development
4 4 (23.53%) BCP
4 4 (23.53%) Business Continuity
4 4 (23.53%) Business Continuity Planning
4 4 (23.53%) ERP
5 3 (17.65%) Data Validation
5 3 (17.65%) Information Management
5 3 (17.65%) Validation
6 2 (11.76%) Data Governance
6 2 (11.76%) Integration Testing
6 2 (11.76%) Multithreading
6 2 (11.76%) Release Management
Programming Languages
1 6 (35.29%) SQL
2 4 (23.53%) PHP
3 2 (11.76%) JavaScript
3 2 (11.76%) OpenEdge ABL
3 2 (11.76%) Progress 4GL
4 1 (5.88%) Java
Qualifications
1 4 (23.53%) Degree
Quality Assurance & Compliance
1 4 (23.53%) Data Quality
2 2 (11.76%) QA
Vendors
1 4 (23.53%) Microsoft
2 2 (11.76%) Progress
2 2 (11.76%) SAP
3 1 (5.88%) Oracle