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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 47 45 60
Rank change year-on-year
-2 +15
Permanent jobs citing Data Modelling 8 6 10
As % of all permanent IT jobs located in Bradford 1.81% 1.69% 1.93%
As % of the Processes & Methodologies category 1.96% 1.88% 2.16%
Number of salaries quoted 6 6 8
Median salary £37,750 £62,500 £46,500
Median salary % change year-on-year
-39.60% +34.40%
90% offered a salary of more than £32,250 £47,500 £36,500
10% offered a salary of more than £46,750 £62,500 £60,000
UK excluding London median salary £47,500 £47,500 £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
409 319 464
As % of all permanent IT jobs located in Bradford 92.53% 89.86% 89.58%
Number of salaries quoted 363 275 343
Median salary £42,500 £42,500 £41,000
Median salary % change year-on-year
- +3.65%
90% offered a salary of more than £32,500 £32,500 £28,000
10% offered a salary of more than £72,000 £55,000 £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
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 6 December 2016.

Data Modelling Salary Histogram in Bradford

Data Modelling
Top 30 Related IT Skills in Bradford

For the 6 months to 6 December 2016, 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 (56.25%) SQL
1 9 (56.25%) Business Intelligence
1 9 (56.25%) ETL
2 6 (37.50%) Data Warehouse
3 5 (31.25%) Oracle
4 4 (25.00%) SQL Server
4 4 (25.00%) T-SQL
4 4 (25.00%) MS Visio
4 4 (25.00%) Management Information System
4 4 (25.00%) Change Management
4 4 (25.00%) GAP Analysis
4 4 (25.00%) Validation
4 4 (25.00%) Stakeholder Management
4 4 (25.00%) Business Analysis
4 4 (25.00%) SQL Server Integration Services
4 4 (25.00%) Use Case
4 4 (25.00%) Continuous Improvement
4 4 (25.00%) Process Improvement
4 4 (25.00%) User Stories
4 4 (25.00%) Mentoring
4 4 (25.00%) Coaching
5 3 (18.75%) Talend Open Studio
5 3 (18.75%) Talend
5 3 (18.75%) Finance
5 3 (18.75%) MS Excel
6 2 (12.50%) Sybase
6 2 (12.50%) DB2
6 2 (12.50%) OLAP
6 2 (12.50%) SOA
6 2 (12.50%) Snowflake Schema

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 (12.50%) Elasticsearch
1 2 (12.50%) Oracle SOA Suite
1 2 (12.50%) SAS
Applications
1 4 (25.00%) MS Visio
2 3 (18.75%) MS Excel
Database & Business Intelligence
1 6 (37.50%) Data Warehouse
2 4 (25.00%) SQL Server
2 4 (25.00%) SQL Server Integration Services
3 2 (12.50%) DB2
3 2 (12.50%) OLAP
3 2 (12.50%) OLAP Cube
3 2 (12.50%) Oracle OLAP
3 2 (12.50%) PostgreSQL
3 2 (12.50%) Snowflake Schema
3 2 (12.50%) SQL Server Analysis Services
3 2 (12.50%) SQL Server Reporting Services
3 2 (12.50%) Star Schema
4 1 (6.25%) Data Mart
4 1 (6.25%) Oracle BI EE
4 1 (6.25%) Power BI
4 1 (6.25%) QlikView
4 1 (6.25%) Relational Database
4 1 (6.25%) SAS Enterprise Guide
4 1 (6.25%) SQL Server 2012
4 1 (6.25%) SQL Server 2014
Development Applications
1 3 (18.75%) Talend Open Studio
2 2 (12.50%) ERwin
2 2 (12.50%) Team Foundation Server
General
1 3 (18.75%) Finance
2 1 (6.25%) Manufacturing
Job Titles
1 7 (43.75%) Analyst
2 6 (37.50%) Developer
3 4 (25.00%) Business Analyst
3 4 (25.00%) Senior Analyst
3 4 (25.00%) Senior Business Analyst
4 3 (18.75%) Business Change Analyst
4 3 (18.75%) Business Change Business Analyst
4 3 (18.75%) Business Intelligence Developer
4 3 (18.75%) Senior Business Change Analyst
4 3 (18.75%) SQL Developer
5 2 (12.50%) Business Intelligence Analyst
5 2 (12.50%) Business IT Analyst
5 2 (12.50%) Data Modeller
5 2 (12.50%) ETL Developer
5 2 (12.50%) IT Analyst
5 2 (12.50%) IT Business Analyst
5 2 (12.50%) Senior IT Business Analyst
5 2 (12.50%) SQL Analyst
6 1 (6.25%) Data Warehouse Architect
6 1 (6.25%) Database Developer
Libraries, Frameworks & Software Standards
1 2 (12.50%) Middleware
Miscellaneous
1 4 (25.00%) Management Information System
2 2 (12.50%) Data Integration
3 1 (6.25%) Credit Risk
3 1 (6.25%) Visualisation
Processes & Methodologies
1 9 (56.25%) Business Intelligence
1 9 (56.25%) ETL
2 4 (25.00%) Business Analysis
2 4 (25.00%) Change Management
2 4 (25.00%) Coaching
2 4 (25.00%) Continuous Improvement
2 4 (25.00%) GAP Analysis
2 4 (25.00%) Mentoring
2 4 (25.00%) Process Improvement
2 4 (25.00%) Stakeholder Management
2 4 (25.00%) Use Case
2 4 (25.00%) User Stories
2 4 (25.00%) Validation
3 2 (12.50%) Information Architecture
3 2 (12.50%) SOA
3 2 (12.50%) Translating Business Requirements
4 1 (6.25%) Data Management
4 1 (6.25%) Data Security
4 1 (6.25%) Performance Optimisation
4 1 (6.25%) Statistical Analysis
Programming Languages
1 9 (56.25%) SQL
2 4 (25.00%) T-SQL
3 1 (6.25%) VBA
Qualifications
1 1 (6.25%) Degree
1 1 (6.25%) ISEB
1 1 (6.25%) ISTQB
Vendors
1 5 (31.25%) Oracle
2 3 (18.75%) Talend
3 2 (12.50%) Sybase
4 1 (6.25%) Microsoft
4 1 (6.25%) Tableau