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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Data Modeling
Rank 44 38 38
Rank change year-on-year
-6 0
Permanent jobs citing Data Modelling 13 12 6
As % of all permanent IT jobs located in Bradford 2.99% 3.32% 1.69%
As % of the Processes & Methodologies category 3.31% 3.80% 1.93%
Number of salaries quoted 13 11 2
Average salary £45,000 £55,000 £49,000
Average salary % change year-on-year
-18.18% +12.24%
UK excluding London average salary £50,000 £45,000 £45,000
% change year-on-year
+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
393 316 311
As % of all permanent IT jobs located in Bradford 90.34% 87.53% 87.36%
Number of salaries quoted 342 241 215
Average salary £40,000 £38,000 £41,625
Average salary % change year-on-year
+5.26% -8.70%
90% offered a salary of more than £27,500 £29,750 £26,750
10% offered a salary of more than £67,500 £57,500 £55,000
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

Data Modelling
Jobs Demand Trend in Bradford

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Bradford region as a proportion of the total demand within 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 4 September 2015.

Data Modelling Salary Histogram in Bradford

Data Modelling
Top 30 Related IT Skills in Bradford

For the 6 months to 4 September 2015, IT jobs across the Bradford region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 20 (86.96%) Logical Data Model
2 17 (73.91%) Finance
3 12 (52.17%) Analytical Skills
4 11 (47.83%) ETL
5 10 (43.48%) SQL Server
5 10 (43.48%) Data Conversion
6 8 (34.78%) Data Warehouse
6 8 (34.78%) Business Intelligence
7 7 (30.43%) Technical Architecture
7 7 (30.43%) Enterprise Architecture
7 7 (30.43%) Stakeholder Management
8 6 (26.09%) Oracle OWB
8 6 (26.09%) Teradata
8 6 (26.09%) Agile Software Development
8 6 (26.09%) Banking
8 6 (26.09%) Retail
8 6 (26.09%) Data Management
8 6 (26.09%) Requirements Analysis
8 6 (26.09%) Validation
8 6 (26.09%) Migration
8 6 (26.09%) SQL Server Integration Services
8 6 (26.09%) Business Development
8 6 (26.09%) Data Integration
8 6 (26.09%) Data Architecture
8 6 (26.09%) Data Migration
8 6 (26.09%) Data Validation
8 6 (26.09%) Hadoop
8 6 (26.09%) RDBMS
8 6 (26.09%) IBM
8 6 (26.09%) MS Excel

Data Modelling
Top Related IT Skills in Bradford by Category

For the 6 months to 4 September 2015, IT jobs across the Bradford region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 6 (26.09%) NetWeaver
2 1 (4.35%) Joomla!
2 1 (4.35%) NServiceBus
2 1 (4.35%) SAS
Applications
1 6 (26.09%) MS Excel
Cloud Services
1 1 (4.35%) Microsoft Azure
1 1 (4.35%) Amazon AWS
Database & Business Intelligence
1 10 (43.48%) SQL Server
2 8 (34.78%) Data Warehouse
3 6 (26.09%) RDBMS
3 6 (26.09%) PowerCenter
3 6 (26.09%) DataStage
3 6 (26.09%) QualityStage
3 6 (26.09%) Oracle OWB
3 6 (26.09%) SQL Server Integration Services
3 6 (26.09%) Hadoop
3 6 (26.09%) IBM InfoSphere
3 6 (26.09%) Relational Database
3 6 (26.09%) DB2
Development Applications
1 2 (8.70%) ERwin
General
1 17 (73.91%) Finance
2 6 (26.09%) Banking
2 6 (26.09%) Retail
2 6 (26.09%) Pharmaceutical
3 1 (4.35%) Marketing
Job Titles
1 16 (69.57%) Analyst
2 13 (56.52%) Systems Analyst
3 9 (39.13%) Architect
4 6 (26.09%) Consultant
4 6 (26.09%) Data Architect
4 6 (26.09%) Information Architect
4 6 (26.09%) Data Consultant
5 3 (13.04%) Junior Analyst
5 3 (13.04%) Junior Systems Analyst
5 3 (13.04%) Junior
5 3 (13.04%) Junior Architect
5 3 (13.04%) Data Analyst
5 3 (13.04%) Systems Architect
6 2 (8.70%) Data Modeller
7 1 (4.35%) Business Analyst
7 1 (4.35%) Business Systems Analyst
7 1 (4.35%) Principal Engineer
Libraries, Frameworks & Software Standards
1 6 (26.09%) .NET
2 1 (4.35%) ASP.NET
2 1 (4.35%) ASP.NET MVC
2 1 (4.35%) HTML5
2 1 (4.35%) HTML
Miscellaneous
1 12 (52.17%) Analytical Skills
2 10 (43.48%) Data Conversion
3 6 (26.09%) Data Integration
3 6 (26.09%) Management Information System
4 5 (21.74%) Mobile App
Operating Systems
1 2 (8.70%) Apple iOS
Processes & Methodologies
1 20 (86.96%) Logical Data Model
2 11 (47.83%) ETL
3 8 (34.78%) Business Intelligence
4 7 (30.43%) Stakeholder Management
4 7 (30.43%) Enterprise Architecture
4 7 (30.43%) Technical Architecture
5 6 (26.09%) Business Development
5 6 (26.09%) Data Migration
5 6 (26.09%) Data Validation
5 6 (26.09%) Data Architecture
5 6 (26.09%) Requirements Analysis
5 6 (26.09%) Validation
5 6 (26.09%) Migration
5 6 (26.09%) Agile Software Development
5 6 (26.09%) Data Management
5 6 (26.09%) Quality Management
5 6 (26.09%) Data Governance
5 6 (26.09%) Root Cause Analysis
5 6 (26.09%) Analytics
5 6 (26.09%) Master Data Management
Programming Languages
1 3 (13.04%) Java
2 1 (4.35%) PHP
2 1 (4.35%) SQL
Quality Assurance & Compliance
1 6 (26.09%) Data Quality
Vendors
1 6 (26.09%) Oracle
1 6 (26.09%) Sybase
1 6 (26.09%) SAP
1 6 (26.09%) Trillium
1 6 (26.09%) IBM
1 6 (26.09%) Informatica
1 6 (26.09%) Teradata
2 1 (4.35%) Microsoft