The following table provides summary statistics for permanent job vacancies advertised in Bradford with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Yorkshire / Bradford
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 49 49 52
Rank change year-on-year 0 +3  
Permanent jobs citing Data Modelling 4 12 6
As % of all permanent IT jobs advertised in Bradford 1.03% 2.58% 1.50%
As % of the Processes & Methodologies category 1.15% 2.87% 1.69%
Number of salaries quoted 3 12 4
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year -5.26% +18.75%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bradford with a requirement for process and methodology skills.

Process & Methodology Skills
Bradford
Permanent job vacancies with a requirement for process and methodology skills 349 418 354
As % of all permanent IT job vacancies advertised in Bradford 89.49% 89.70% 88.28%
Number of salaries quoted 329 392 263
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £57,500 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Bradford

The job posting trend of jobs advertised in Bradford citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in Bradford.

Salary trend for Data Modelling in Bradford

Data Modelling
Top 30 Co-occurring IT Skills in Bradford

For the 6 months to 28 March 2017, 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 8 (61.54%) Finance
2 6 (46.15%) SQL
2 6 (46.15%) Business Intelligence
3 5 (38.46%) Data Warehouse
3 5 (38.46%) SQL Server
3 5 (38.46%) Coaching
4 4 (30.77%) OLAP
4 4 (30.77%) SOA
4 4 (30.77%) ETL
4 4 (30.77%) Stakeholder Management
5 3 (23.08%) Business Analysis
5 3 (23.08%) Management Information System
5 3 (23.08%) Validation
5 3 (23.08%) Change Management
5 3 (23.08%) GAP Analysis
5 3 (23.08%) SQL Server Reporting Services
5 3 (23.08%) Use Case
5 3 (23.08%) Microsoft
5 3 (23.08%) MS Visio
5 3 (23.08%) T-SQL
5 3 (23.08%) Oracle
5 3 (23.08%) User Stories
5 3 (23.08%) Continuous Improvement
5 3 (23.08%) Process Improvement
5 3 (23.08%) Mentoring
6 2 (15.38%) IT Strategy
6 2 (15.38%) Windows Identity Foundation
6 2 (15.38%) Oracle SOA Suite
6 2 (15.38%) Team Foundation Server
6 2 (15.38%) Information Architecture

Data Modelling
Co-occurring 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%) Oracle SOA Suite
2 1 (7.69%) SAS
Applications
1 3 (23.08%) MS Visio
2 2 (15.38%) MS Excel
Communications & Networking
1 2 (15.38%) Extranet
1 2 (15.38%) Intranet
Database & Business Intelligence
1 5 (38.46%) Data Warehouse
1 5 (38.46%) SQL Server
2 4 (30.77%) OLAP
3 3 (23.08%) SQL Server Reporting Services
4 2 (15.38%) OLAP Cube
4 2 (15.38%) OLTP
4 2 (15.38%) Oracle OLAP
4 2 (15.38%) Relational Database
4 2 (15.38%) Snowflake Schema
4 2 (15.38%) SQL Server 2005
4 2 (15.38%) Star Schema
5 1 (7.69%) Data Mining
5 1 (7.69%) MS Access
5 1 (7.69%) Oracle BI EE
5 1 (7.69%) QlikView
5 1 (7.69%) SQL Server 2012
5 1 (7.69%) SQL Server 2014
5 1 (7.69%) SQL Server Analysis Services
5 1 (7.69%) SQL Server Integration Services
Development Applications
1 2 (15.38%) ERwin
1 2 (15.38%) Team Foundation Server
2 1 (7.69%) Talend Open Studio
General
1 8 (61.54%) Finance
2 1 (7.69%) Manufacturing
Job Titles
1 6 (46.15%) Analyst
2 3 (23.08%) Business Analyst
2 3 (23.08%) Lead Business Analyst
2 3 (23.08%) Senior Analyst
2 3 (23.08%) Senior Business Analyst
3 2 (15.38%) Architect
3 2 (15.38%) Business Intelligence Analyst
3 2 (15.38%) Developer
3 2 (15.38%) Lead Architect
3 2 (15.38%) Lead Solutions Architect
3 2 (15.38%) Solutions Architect
3 2 (15.38%) SQL Analyst
3 2 (15.38%) SQL Developer
4 1 (7.69%) Data Warehouse Manager
4 1 (7.69%) Senior Data Modeller
4 1 (7.69%) SQL BI Developer
4 1 (7.69%) SQL Data Analyst
4 1 (7.69%) SSRS Analyst
4 1 (7.69%) Talend Developer
4 1 (7.69%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 2 (15.38%) .NET
1 2 (15.38%) EDI
1 2 (15.38%) Middleware
1 2 (15.38%) REST
1 2 (15.38%) SOAP
1 2 (15.38%) WCF
1 2 (15.38%) WF
1 2 (15.38%) Windows Identity Foundation
1 2 (15.38%) XML
Miscellaneous
1 3 (23.08%) Management Information System
2 2 (15.38%) Data Protection Act
3 1 (7.69%) Credit Risk
Processes & Methodologies
1 6 (46.15%) Business Intelligence
2 5 (38.46%) Coaching
3 4 (30.77%) ETL
3 4 (30.77%) SOA
3 4 (30.77%) Stakeholder Management
4 3 (23.08%) Business Analysis
4 3 (23.08%) Change Management
4 3 (23.08%) Continuous Improvement
4 3 (23.08%) GAP Analysis
4 3 (23.08%) Mentoring
4 3 (23.08%) Process Improvement
4 3 (23.08%) Use Case
4 3 (23.08%) User Stories
4 3 (23.08%) Validation
5 2 (15.38%) B2B
5 2 (15.38%) Business Continuity
5 2 (15.38%) Data Protection
5 2 (15.38%) Information Architecture
5 2 (15.38%) IT Strategy
5 2 (15.38%) Performance Management
Programming Languages
1 6 (46.15%) SQL
2 3 (23.08%) T-SQL
3 1 (7.69%) VBA
Qualifications
1 1 (7.69%) Degree
1 1 (7.69%) ISEB
1 1 (7.69%) ISTQB
Quality Assurance & Compliance
1 2 (15.38%) PCI DSS
Vendors
1 3 (23.08%) Microsoft
1 3 (23.08%) Oracle
2 1 (7.69%) Tableau
2 1 (7.69%) Talend
Bradford, West Yorkshire
4it Recruitment Ltd
Salary: From £40,000 to £50,000 per annum plus excellent additional benefits
Posted: 4 days ago