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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Modelling
West Yorkshire / Bradford
Rank 41 45 53
Rank change year-on-year
+4 +8
Permanent jobs citing Data Modelling 5 6 4
As % of all permanent IT jobs located in Bradford 1.44% 1.64% 1.06%
As % of the Processes & Methodologies category 1.56% 1.82% 1.25%
Number of salaries quoted 2 6 4
Median salary £33,750 £62,500 £38,250
Median salary % change year-on-year
-46.00% +63.39%
90% offered a salary of more than £32,750 £62,500 £36,500
10% offered a salary of more than £34,750 £80,000 £52,250
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
321 330 321
As % of all permanent IT jobs located in Bradford 92.51% 90.16% 85.15%
Number of salaries quoted 293 296 212
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £28,000 £31,500 £28,500
10% offered a salary of more than £57,500 £57,500 £60,000
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 21 January 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 9 (60.00%) SQL
1 9 (60.00%) Business Intelligence
2 8 (53.33%) ETL
3 7 (46.67%) Data Warehouse
3 7 (46.67%) SQL Server
4 6 (40.00%) Finance
5 5 (33.33%) Oracle
6 4 (26.67%) T-SQL
6 4 (26.67%) OLAP
6 4 (26.67%) SOA
7 3 (20.00%) MS Excel
7 3 (20.00%) Microsoft
7 3 (20.00%) SQL Server Reporting Services
7 3 (20.00%) SQL Server Integration Services
7 3 (20.00%) Relational Database
7 3 (20.00%) Coaching
8 2 (13.33%) OLAP Cube
8 2 (13.33%) Elasticsearch
8 2 (13.33%) Windows Identity Foundation
8 2 (13.33%) Oracle SOA Suite
8 2 (13.33%) Talend
8 2 (13.33%) SQL Server Analysis Services
8 2 (13.33%) Performance Management
8 2 (13.33%) Data Protection
8 2 (13.33%) Data Integration
8 2 (13.33%) PCI DSS
8 2 (13.33%) Information Architecture
8 2 (13.33%) Talend Open Studio
8 2 (13.33%) Team Foundation Server
8 2 (13.33%) REST

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 (13.33%) Elasticsearch
1 2 (13.33%) Oracle SOA Suite
1 2 (13.33%) SAS
Applications
1 3 (20.00%) MS Excel
2 1 (6.67%) MS Visio
Communications & Networking
1 2 (13.33%) Extranet
1 2 (13.33%) Intranet
Database & Business Intelligence
1 7 (46.67%) Data Warehouse
1 7 (46.67%) SQL Server
2 4 (26.67%) OLAP
3 3 (20.00%) Relational Database
3 3 (20.00%) SQL Server Integration Services
3 3 (20.00%) SQL Server Reporting Services
4 2 (13.33%) DB2
4 2 (13.33%) OLAP Cube
4 2 (13.33%) OLTP
4 2 (13.33%) Oracle OLAP
4 2 (13.33%) PostgreSQL
4 2 (13.33%) Snowflake Schema
4 2 (13.33%) SQL Server 2005
4 2 (13.33%) SQL Server Analysis Services
4 2 (13.33%) Star Schema
5 1 (6.67%) Data Mart
5 1 (6.67%) Data Mining
5 1 (6.67%) MS Access
5 1 (6.67%) QlikView
5 1 (6.67%) SAS Enterprise Guide
Development Applications
1 2 (13.33%) ERwin
1 2 (13.33%) Talend Open Studio
1 2 (13.33%) Team Foundation Server
General
1 6 (40.00%) Finance
2 1 (6.67%) Manufacturing
Job Titles
1 5 (33.33%) Developer
2 4 (26.67%) Analyst
3 3 (20.00%) Architect
3 3 (20.00%) SQL Developer
4 2 (13.33%) Business Intelligence Analyst
4 2 (13.33%) Business Intelligence Developer
4 2 (13.33%) Data Modeller
4 2 (13.33%) Lead Architect
4 2 (13.33%) Lead Solutions Architect
4 2 (13.33%) Solutions Architect
4 2 (13.33%) SQL Analyst
5 1 (6.67%) Data Warehouse Manager
5 1 (6.67%) SAS Architect
5 1 (6.67%) SAS Modeller
5 1 (6.67%) Senior Data Modeller
5 1 (6.67%) SQL BI Developer
5 1 (6.67%) SQL Data Analyst
5 1 (6.67%) SSRS Analyst
5 1 (6.67%) Talend Developer
5 1 (6.67%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 2 (13.33%) .NET
1 2 (13.33%) EDI
1 2 (13.33%) Middleware
1 2 (13.33%) REST
1 2 (13.33%) SOAP
1 2 (13.33%) WCF
1 2 (13.33%) WF
1 2 (13.33%) Windows Identity Foundation
1 2 (13.33%) XML
Miscellaneous
1 2 (13.33%) Data Integration
1 2 (13.33%) Data Protection Act
2 1 (6.67%) Credit Risk
2 1 (6.67%) Management Information System
2 1 (6.67%) Visualisation
Processes & Methodologies
1 9 (60.00%) Business Intelligence
2 8 (53.33%) ETL
3 4 (26.67%) SOA
4 3 (20.00%) Coaching
5 2 (13.33%) B2B
5 2 (13.33%) B2C
5 2 (13.33%) Business Continuity
5 2 (13.33%) Data Protection
5 2 (13.33%) Information Architecture
5 2 (13.33%) Performance Management
5 2 (13.33%) Stakeholder Management
6 1 (6.67%) Business Analysis
6 1 (6.67%) Change Management
6 1 (6.67%) Data Management
6 1 (6.67%) Data Security
6 1 (6.67%) Dimensional Modelling
6 1 (6.67%) GAP Analysis
6 1 (6.67%) Project Management
6 1 (6.67%) Statistical Analysis
6 1 (6.67%) Validation
Programming Languages
1 9 (60.00%) SQL
2 4 (26.67%) T-SQL
3 1 (6.67%) VBA
Qualifications
1 1 (6.67%) Degree
1 1 (6.67%) ISEB
1 1 (6.67%) ISTQB
Quality Assurance & Compliance
1 2 (13.33%) PCI DSS
Vendors
1 5 (33.33%) Oracle
2 3 (20.00%) Microsoft
3 2 (13.33%) Sybase
3 2 (13.33%) Talend
4 1 (6.67%) Tableau