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 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 64 47 42
Rank change year-on-year
-17 -5
Permanent jobs citing Data Modelling 9 14 16
As % of all permanent IT jobs located in Bradford 1.51% 3.50% 3.58%
As % of the Processes & Methodologies category 1.57% 3.80% 4.09%
Number of salaries quoted 9 14 14
Median salary £45,000 £53,750 £52,500
Median salary % change year-on-year
-16.27% +2.38%
90% offered a salary of more than £32,500 £40,000 £37,100
10% offered a salary of more than £45,200 £77,000 £62,500
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
574 368 391
As % of all permanent IT jobs located in Bradford 95.99% 92.00% 87.47%
Number of salaries quoted 445 314 295
Median salary £45,000 £42,500 £37,500
Median salary % change year-on-year
+5.88% +13.33%
90% offered a salary of more than £33,000 £28,700 £30,000
10% offered a salary of more than £75,000 £56,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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
Salary Histogram in Bradford

This chart provides a salary histogram for IT jobs citing Data Modelling across the Bradford region over the 3 months to 25 September 2016.

Data Modelling Salary Histogram in Bradford

Data Modelling
Top 30 Related IT Skills in Bradford

For the 6 months to 25 September 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 6 (46.15%) ETL
2 5 (38.46%) Business Intelligence
2 5 (38.46%) Stakeholder Management
2 5 (38.46%) Business Analysis
3 4 (30.77%) Continuous Improvement
3 4 (30.77%) User Stories
3 4 (30.77%) Mentoring
3 4 (30.77%) Coaching
3 4 (30.77%) SQL Server Integration Services
3 4 (30.77%) Use Case
3 4 (30.77%) Change Management
3 4 (30.77%) GAP Analysis
3 4 (30.77%) Management Information System
3 4 (30.77%) Finance
3 4 (30.77%) Validation
3 4 (30.77%) MS Visio
3 4 (30.77%) SQL
3 4 (30.77%) SQL Server
4 3 (23.08%) Oracle
4 3 (23.08%) Agile Software Development
4 3 (23.08%) Relational Database
5 2 (15.38%) Enterprise Software
5 2 (15.38%) Elasticsearch
5 2 (15.38%) Analytical Skills
5 2 (15.38%) Talend
5 2 (15.38%) Talend Open Studio
5 2 (15.38%) Team Foundation Server
5 2 (15.38%) OpenEdge ABL
5 2 (15.38%) Translating Business Requirements
5 2 (15.38%) QA

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 (15.38%) Elasticsearch
1 2 (15.38%) OpenEdge
2 1 (7.69%) SAS
Applications
1 4 (30.77%) MS Visio
2 1 (7.69%) MS Excel
Database & Business Intelligence
1 4 (30.77%) SQL Server
1 4 (30.77%) SQL Server Integration Services
2 3 (23.08%) Relational Database
3 2 (15.38%) Data Warehouse
3 2 (15.38%) DB2
3 2 (15.38%) PostgreSQL
3 2 (15.38%) RDBMS
3 2 (15.38%) SQL Server Analysis Services
4 1 (7.69%) BusinessObjects
4 1 (7.69%) Data Mart
4 1 (7.69%) Power BI
4 1 (7.69%) SAS Enterprise Guide
Development Applications
1 2 (15.38%) Talend Open Studio
1 2 (15.38%) Team Foundation Server
1 2 (15.38%) WebSpeed
General
1 4 (30.77%) Finance
Job Titles
1 7 (53.85%) Developer
2 5 (38.46%) Analyst
2 5 (38.46%) Business Analyst
3 4 (30.77%) Business Change Analyst
3 4 (30.77%) Business Change Business Analyst
3 4 (30.77%) Senior Analyst
3 4 (30.77%) Senior Business Analyst
4 3 (23.08%) ETL Developer
4 3 (23.08%) Senior Business Change Analyst
5 2 (15.38%) Business Intelligence Developer
5 2 (15.38%) Business IT Analyst
5 2 (15.38%) Database Developer
5 2 (15.38%) IT Analyst
5 2 (15.38%) IT Business Analyst
5 2 (15.38%) Progress Developer
5 2 (15.38%) Senior IT Business Analyst
6 1 (7.69%) Data Modeller
6 1 (7.69%) Oracle ETL Developer
6 1 (7.69%) SAS Modeller
6 1 (7.69%) SSIS Developer
Libraries, Frameworks & Software Standards
1 2 (15.38%) .NET
1 2 (15.38%) HTML
1 2 (15.38%) Web Services
1 2 (15.38%) XML
Miscellaneous
1 4 (30.77%) Management Information System
2 2 (15.38%) Analytical Skills
2 2 (15.38%) Client/Server
2 2 (15.38%) Enterprise Software
3 1 (7.69%) Data Integration
3 1 (7.69%) Visualisation
Operating Systems
1 2 (15.38%) Windows
Processes & Methodologies
1 6 (46.15%) ETL
2 5 (38.46%) Business Analysis
2 5 (38.46%) Business Intelligence
2 5 (38.46%) Stakeholder Management
3 4 (30.77%) Change Management
3 4 (30.77%) Coaching
3 4 (30.77%) Continuous Improvement
3 4 (30.77%) GAP Analysis
3 4 (30.77%) Mentoring
3 4 (30.77%) Use Case
3 4 (30.77%) User Stories
3 4 (30.77%) Validation
4 3 (23.08%) Agile Software Development
5 2 (15.38%) Integration Testing
5 2 (15.38%) Multithreading
5 2 (15.38%) Release Management
5 2 (15.38%) Scrum
5 2 (15.38%) Translating Business Requirements
6 1 (7.69%) Change Control
6 1 (7.69%) Kimball Methodology
Programming Languages
1 4 (30.77%) SQL
2 2 (15.38%) JavaScript
2 2 (15.38%) OpenEdge ABL
2 2 (15.38%) Progress 4GL
3 1 (7.69%) Java
3 1 (7.69%) T-SQL
Quality Assurance & Compliance
1 2 (15.38%) QA
Vendors
1 3 (23.08%) Oracle
2 2 (15.38%) Progress
2 2 (15.38%) Sybase
2 2 (15.38%) Talend
3 1 (7.69%) Microsoft
3 1 (7.69%) SAP