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 22 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Dec 2014
Same period 2013 Same period 2012
Data Modeling
Rank 54 51 39
Rank change year-on-year
-3 -12
Permanent jobs citing Data Modelling 5 1 11
As % of all permanent IT jobs located in Bradford 1.12% 0.27% 3.30%
As % of the Processes & Methodologies category 1.27% 0.34% 4.78%
Number of salaries quoted 4 1 9
Average salary £38,250 £45,000 £38,000
Average salary % change year-on-year
-15.00% +18.42%
90% offered a salary of more than £36,500 £45,000 £30,000
10% offered a salary of more than £52,250 £45,000 £50,000
UK excluding London average salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +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
393 297 230
As % of all permanent IT jobs located in Bradford 88.12% 80.05% 69.07%
Number of salaries quoted 290 210 175
Average salary £42,500 £40,000 £37,500
Average salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £30,000 £26,400 £24,900
10% offered a salary of more than £55,000 £52,500 £51,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 22 December 2014.

Data Modelling Salary Histogram in Bradford

Data Modelling
Top 30 Related IT Skills in Bradford

For the 6 months to 22 December 2014, 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 16 (76.19%) Data Warehouse
1 16 (76.19%) Business Intelligence
1 16 (76.19%) Finance
2 13 (61.90%) ETL
3 12 (57.14%) Web Services
3 12 (57.14%) XML
3 12 (57.14%) Data Security
3 12 (57.14%) Microsoft
3 12 (57.14%) Data Integration
3 12 (57.14%) Data Architecture
3 12 (57.14%) Physical Data Model
4 9 (42.86%) Logical Data Model
4 9 (42.86%) MS Excel
5 8 (38.10%) Coaching
6 5 (23.81%) Master Data Management
6 5 (23.81%) Data Management
6 5 (23.81%) TOGAF
7 4 (19.05%) Load Balancing
7 4 (19.05%) Oracle OLAP
7 4 (19.05%) Oracle Database 11g
7 4 (19.05%) Oracle OWB
7 4 (19.05%) Oracle Reports
7 4 (19.05%) Retail
7 4 (19.05%) Oracle ODI
7 4 (19.05%) Oracle Database
7 4 (19.05%) Oracle BI Publisher
7 4 (19.05%) Relational Database
7 4 (19.05%) Oracle BI EE
7 4 (19.05%) Data Migration
7 4 (19.05%) N-Tier

Data Modelling
Top Related IT Skills in Bradford by Category

For the 6 months to 22 December 2014, 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.

Applications
1 9 (42.86%) MS Excel
Database & Business Intelligence
1 16 (76.19%) Data Warehouse
2 4 (19.05%) OLTP
2 4 (19.05%) OLAP
2 4 (19.05%) Oracle Reports
2 4 (19.05%) Oracle OWB
2 4 (19.05%) Oracle OLAP
2 4 (19.05%) Oracle Database 11g
2 4 (19.05%) Oracle BI EE
2 4 (19.05%) Oracle ODI
2 4 (19.05%) Oracle Database
2 4 (19.05%) Oracle BI Publisher
2 4 (19.05%) Relational Database
3 2 (9.52%) SQL Server
3 2 (9.52%) Big Data
3 2 (9.52%) SQL Server Analysis Services
3 2 (9.52%) SQL Server Reporting Services
3 2 (9.52%) SQL Server Integration Services
4 1 (4.76%) DataStage
4 1 (4.76%) Pentaho
Development Applications
1 2 (9.52%) WebSpeed
General
1 16 (76.19%) Finance
2 4 (19.05%) Retail
3 1 (4.76%) Banking
Job Titles
1 16 (76.19%) Architect
2 12 (57.14%) Data Architect
3 4 (19.05%) Technical Architect
4 3 (14.29%) Developer
4 3 (14.29%) Analyst
5 2 (9.52%) Project Manager
5 2 (9.52%) Business Analyst
5 2 (9.52%) Progress Developer
5 2 (9.52%) Business Project Manager
5 2 (9.52%) Business Manager
5 2 (9.52%) GUI Developer
6 1 (4.76%) Data Consultant
6 1 (4.76%) ETL Developer
6 1 (4.76%) Developer Analyst
6 1 (4.76%) Consultant
6 1 (4.76%) Data Analyst
6 1 (4.76%) Analyst Developer
Libraries, Frameworks & Software Standards
1 12 (57.14%) Web Services
1 12 (57.14%) XML
Miscellaneous
1 12 (57.14%) Data Integration
2 4 (19.05%) N-Tier
3 2 (9.52%) PMI
4 1 (4.76%) Mainframe
Processes & Methodologies
1 16 (76.19%) Business Intelligence
2 13 (61.90%) ETL
3 12 (57.14%) Data Security
3 12 (57.14%) Data Architecture
3 12 (57.14%) Physical Data Model
4 9 (42.86%) Logical Data Model
5 8 (38.10%) Coaching
6 5 (23.81%) Master Data Management
6 5 (23.81%) Data Management
6 5 (23.81%) TOGAF
7 4 (19.05%) Load Balancing
7 4 (19.05%) Data Migration
7 4 (19.05%) Migration
7 4 (19.05%) SOA
8 3 (14.29%) Stakeholder Management
9 2 (9.52%) Project Management
9 2 (9.52%) PRINCE2
9 2 (9.52%) UML
9 2 (9.52%) CRM
9 2 (9.52%) Business Analysis
Programming Languages
1 3 (14.29%) SQL
2 2 (9.52%) Progress 4GL
Qualifications
1 2 (9.52%) ISEB
1 2 (9.52%) PMI Certification
Vendors
1 12 (57.14%) Microsoft
2 4 (19.05%) Oracle
3 2 (9.52%) Progress