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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Modelling
West Yorkshire / Bradford
Rank 44 43 49
Rank change year-on-year
-1 +6
Permanent jobs citing Data Modelling 3 12 2
As % of all permanent IT jobs located in Bradford 0.78% 2.79% 0.55%
As % of the Processes & Methodologies category 0.86% 3.09% 0.63%
Number of salaries quoted 0 12 1
Median salary - £55,000 £40,000
Median salary % change year-on-year
- +37.50%
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
347 388 317
As % of all permanent IT jobs located in Bradford 90.60% 90.23% 87.33%
Number of salaries quoted 321 358 233
Median salary £42,500 £40,000 £38,000
Median salary % change year-on-year
+6.25% +5.26%
90% offered a salary of more than £28,500 £31,500 £27,500
10% offered a salary of more than £57,500 £55,000 £57,500
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
Top 30 Related IT Skills in Bradford

For the 6 months to 23 February 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 7 (63.64%) Business Intelligence
2 6 (54.55%) Data Warehouse
2 6 (54.55%) SQL
2 6 (54.55%) Finance
3 5 (45.45%) SQL Server
3 5 (45.45%) ETL
4 4 (36.36%) OLAP
4 4 (36.36%) SOA
5 3 (27.27%) T-SQL
5 3 (27.27%) Oracle
5 3 (27.27%) Microsoft
5 3 (27.27%) SQL Server Reporting Services
5 3 (27.27%) Relational Database
6 2 (18.18%) Coaching
6 2 (18.18%) OLAP Cube
6 2 (18.18%) Information Architecture
6 2 (18.18%) REST
6 2 (18.18%) Windows Identity Foundation
6 2 (18.18%) Oracle SOA Suite
6 2 (18.18%) Business Continuity
6 2 (18.18%) Oracle OLAP
6 2 (18.18%) WCF
6 2 (18.18%) WF
6 2 (18.18%) SQL Server 2005
6 2 (18.18%) Performance Management
6 2 (18.18%) Data Protection
6 2 (18.18%) Data Integration
6 2 (18.18%) PCI DSS
6 2 (18.18%) Data Protection Act
6 2 (18.18%) Team Foundation Server

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 (18.18%) Oracle SOA Suite
1 2 (18.18%) SAS
Applications
1 2 (18.18%) MS Excel
Communications & Networking
1 2 (18.18%) Extranet
1 2 (18.18%) Intranet
Database & Business Intelligence
1 6 (54.55%) Data Warehouse
2 5 (45.45%) SQL Server
3 4 (36.36%) OLAP
4 3 (27.27%) Relational Database
4 3 (27.27%) SQL Server Reporting Services
5 2 (18.18%) OLAP Cube
5 2 (18.18%) OLTP
5 2 (18.18%) Oracle OLAP
5 2 (18.18%) Snowflake Schema
5 2 (18.18%) SQL Server 2005
5 2 (18.18%) Star Schema
6 1 (9.09%) Data Mining
6 1 (9.09%) MS Access
6 1 (9.09%) Oracle BI EE
6 1 (9.09%) QlikView
6 1 (9.09%) SAS Enterprise Guide
6 1 (9.09%) SQL Server 2012
6 1 (9.09%) SQL Server 2014
6 1 (9.09%) SQL Server Analysis Services
6 1 (9.09%) SQL Server Integration Services
Development Applications
1 2 (18.18%) ERwin
1 2 (18.18%) Team Foundation Server
2 1 (9.09%) Talend Open Studio
General
1 6 (54.55%) Finance
2 1 (9.09%) Manufacturing
Job Titles
1 3 (27.27%) Analyst
1 3 (27.27%) Architect
2 2 (18.18%) Business Intelligence Analyst
2 2 (18.18%) Data Modeller
2 2 (18.18%) Developer
2 2 (18.18%) Lead Architect
2 2 (18.18%) Lead Solutions Architect
2 2 (18.18%) Solutions Architect
2 2 (18.18%) SQL Analyst
2 2 (18.18%) SQL Developer
3 1 (9.09%) Business Intelligence Developer
3 1 (9.09%) Data Warehouse Architect
3 1 (9.09%) Data Warehouse Manager
3 1 (9.09%) SAS Modeller
3 1 (9.09%) Senior Data Modeller
3 1 (9.09%) SQL BI Developer
3 1 (9.09%) SQL Data Analyst
3 1 (9.09%) SSRS Analyst
3 1 (9.09%) Talend Developer
3 1 (9.09%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 2 (18.18%) .NET
1 2 (18.18%) EDI
1 2 (18.18%) Middleware
1 2 (18.18%) REST
1 2 (18.18%) SOAP
1 2 (18.18%) WCF
1 2 (18.18%) WF
1 2 (18.18%) Windows Identity Foundation
1 2 (18.18%) XML
Miscellaneous
1 2 (18.18%) Data Protection Act
2 1 (9.09%) Credit Risk
Processes & Methodologies
1 7 (63.64%) Business Intelligence
2 5 (45.45%) ETL
3 4 (36.36%) SOA
4 2 (18.18%) B2B
4 2 (18.18%) B2C
4 2 (18.18%) Business Continuity
4 2 (18.18%) Coaching
4 2 (18.18%) Data Integration
4 2 (18.18%) Data Protection
4 2 (18.18%) Information Architecture
4 2 (18.18%) Performance Management
5 1 (9.09%) Analytics
5 1 (9.09%) Change Control
5 1 (9.09%) Data Visualisation
5 1 (9.09%) DevOps
5 1 (9.09%) Kimball Methodology
5 1 (9.09%) Portfolio Management
5 1 (9.09%) Resource Management
5 1 (9.09%) Technical Analysis
5 1 (9.09%) Visualisation
Programming Languages
1 6 (54.55%) SQL
2 3 (27.27%) T-SQL
3 1 (9.09%) VBA
Qualifications
1 1 (9.09%) Degree
1 1 (9.09%) ISEB
1 1 (9.09%) ISTQB
Quality Assurance & Compliance
1 2 (18.18%) PCI DSS
Vendors
1 3 (27.27%) Microsoft
1 3 (27.27%) Oracle
2 1 (9.09%) Tableau
2 1 (9.09%) Talend
Bradford, West Yorkshire
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