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 28 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 56 44 37
Rank change year-on-year
-12 -7
Permanent jobs citing Data Modelling 15 3 9
As % of all permanent IT jobs located in Bradford 2.87% 0.92% 2.80%
As % of the Processes & Methodologies category 3.26% 1.06% 3.28%
Number of salaries quoted 15 3 3
Average salary £45,000 £55,000 £49,000
Average salary % change year-on-year
-18.18% +12.24%
UK excluding London average 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
460 284 274
As % of all permanent IT jobs located in Bradford 87.95% 86.85% 85.09%
Number of salaries quoted 414 216 170
Average salary £42,000 £40,000 £37,500
Average salary % change year-on-year
+5.00% +6.66%
90% offered a salary of more than £30,000 £30,000 £24,000
10% offered a salary of more than £62,500 £60,000 £52,500
UK excluding London average salary £44,500 £42,500 £41,000
% change year-on-year
+4.70% +3.65%

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 28 July 2015.

Data Modelling Salary Histogram in Bradford

Data Modelling
Top 30 Related IT Skills in Bradford

For the 6 months to 28 July 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 21 (80.77%) Logical Data Model
2 19 (73.08%) Finance
3 14 (53.85%) Analytical Skills
4 11 (42.31%) Data Conversion
4 11 (42.31%) ETL
5 10 (38.46%) SQL Server
6 9 (34.62%) Stakeholder Management
7 8 (30.77%) Data Warehouse
7 8 (30.77%) Business Intelligence
7 8 (30.77%) Enterprise Architecture
8 7 (26.92%) Management Information System
8 7 (26.92%) Agile Software Development
8 7 (26.92%) Technical Architecture
9 6 (23.08%) Business Development
9 6 (23.08%) Banking
9 6 (23.08%) Retail
9 6 (23.08%) Data Management
9 6 (23.08%) Validation
9 6 (23.08%) Migration
9 6 (23.08%) SQL Server Integration Services
9 6 (23.08%) Oracle OWB
9 6 (23.08%) Teradata
9 6 (23.08%) Quality Management
9 6 (23.08%) RDBMS
9 6 (23.08%) IBM
9 6 (23.08%) Trillium
9 6 (23.08%) Informatica
9 6 (23.08%) PowerCenter
9 6 (23.08%) NetWeaver
9 6 (23.08%) DataStage

Data Modelling
Top Related IT Skills in Bradford by Category

For the 6 months to 28 July 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 (23.08%) NetWeaver
2 1 (3.85%) Joomla!
2 1 (3.85%) SAS
2 1 (3.85%) NServiceBus
Applications
1 6 (23.08%) MS Excel
2 1 (3.85%) MS Visio
2 1 (3.85%) MS Office
Cloud Services
1 1 (3.85%) Microsoft Azure
1 1 (3.85%) Amazon AWS
Database & Business Intelligence
1 10 (38.46%) SQL Server
2 8 (30.77%) Data Warehouse
3 6 (23.08%) SQL Server Integration Services
3 6 (23.08%) Oracle OWB
3 6 (23.08%) RDBMS
3 6 (23.08%) PowerCenter
3 6 (23.08%) DataStage
3 6 (23.08%) QualityStage
3 6 (23.08%) DB2
3 6 (23.08%) Hadoop
3 6 (23.08%) Relational Database
3 6 (23.08%) IBM InfoSphere
Development Applications
1 2 (7.69%) ERwin
General
1 19 (73.08%) Finance
2 6 (23.08%) Banking
2 6 (23.08%) Retail
2 6 (23.08%) Pharmaceutical
3 1 (3.85%) Marketing
Job Titles
1 19 (73.08%) Analyst
2 14 (53.85%) Systems Analyst
3 9 (34.62%) Architect
4 6 (23.08%) Consultant
4 6 (23.08%) Data Architect
4 6 (23.08%) Information Architect
4 6 (23.08%) Data Consultant
5 3 (11.54%) Junior Analyst
5 3 (11.54%) Junior Systems Analyst
5 3 (11.54%) Business Analyst
5 3 (11.54%) Junior
5 3 (11.54%) Data Analyst
5 3 (11.54%) Systems Architect
5 3 (11.54%) Junior Architect
6 2 (7.69%) Data Modeller
7 1 (3.85%) Business Project Manager
7 1 (3.85%) Business Systems Analyst
7 1 (3.85%) Project Manager
7 1 (3.85%) Business Manager
7 1 (3.85%) Principal Engineer
Libraries, Frameworks & Software Standards
1 6 (23.08%) .NET
2 1 (3.85%) HTML
2 1 (3.85%) ASP.NET
2 1 (3.85%) ASP.NET MVC
2 1 (3.85%) HTML5
Miscellaneous
1 14 (53.85%) Analytical Skills
2 11 (42.31%) Data Conversion
3 7 (26.92%) Management Information System
4 6 (23.08%) Data Integration
5 5 (19.23%) Mobile App
6 1 (3.85%) PMI
Operating Systems
1 2 (7.69%) Apple iOS
Processes & Methodologies
1 21 (80.77%) Logical Data Model
2 11 (42.31%) ETL
3 9 (34.62%) Stakeholder Management
4 8 (30.77%) Business Intelligence
4 8 (30.77%) Enterprise Architecture
5 7 (26.92%) Agile Software Development
5 7 (26.92%) Technical Architecture
6 6 (23.08%) Business Development
6 6 (23.08%) Data Management
6 6 (23.08%) Validation
6 6 (23.08%) Migration
6 6 (23.08%) Quality Management
6 6 (23.08%) Requirements Analysis
6 6 (23.08%) Data Architecture
6 6 (23.08%) Data Migration
6 6 (23.08%) Data Validation
6 6 (23.08%) Data Transformation
6 6 (23.08%) Data Governance
6 6 (23.08%) Root Cause Analysis
6 6 (23.08%) Analytics
Programming Languages
1 3 (11.54%) Java
2 1 (3.85%) PHP
2 1 (3.85%) SQL
Qualifications
1 2 (7.69%) ISEB
2 1 (3.85%) PMI Certification
Quality Assurance & Compliance
1 6 (23.08%) Data Quality
Vendors
1 6 (23.08%) Teradata
1 6 (23.08%) IBM
1 6 (23.08%) Trillium
1 6 (23.08%) Informatica
1 6 (23.08%) SAP
1 6 (23.08%) Sybase
1 6 (23.08%) Oracle
2 1 (3.85%) Microsoft