The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Bradford region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 3 35 31
Rank change year-on-year
+32 -4
Contract jobs citing Data Modelling 33 9 1
As % of all contract IT jobs located in Bradford 19.64% 3.27% 0.50%
As % of the Processes & Methodologies category 22.76% 3.91% 0.59%
Number of daily rates quoted 8 8 1
Median daily rate £420 £438 £360
Median daily rate % change year-on-year
-4.00% +21.52%
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
Data Modelling
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Bradford region.

Processes & Methodologies Category
Bradford
Contract IT job ads with a match in the
Processes & Methodologies category
145 230 169
As % of all contract IT jobs located in Bradford 86.31% 83.64% 84.92%
Number of daily rates quoted 75 131 70
Median daily rate £380 £350 £355
Median daily rate % change year-on-year
+8.57% -1.40%
90% offered a daily rate of more than £313 £288 £238
10% offered a daily rate of more than £430 £450 £450
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1 12 4
Median hourly rate £12.00 £15.36 £14.50
Median hourly rate % change year-on-year
-21.84% +5.89%
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

Data Modelling
Jobs Demand Trend in Bradford

The demand trend of contract jobs across the Bradford region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Bradford

Data Modelling
Daily Rate Trend in Bradford

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the Bradford region.

Data Modelling Daily Rate Trend in Bradford

Data Modelling
Top 30 Related IT Skills in Bradford

For the 6 months to 27 September 2016, IT contractor 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 contract ads across the Bradford region with a requirement for Data Modelling.

1 33 (84.62%) Data Warehouse
2 31 (79.49%) ETL
2 31 (79.49%) Oracle
2 31 (79.49%) RAD
2 31 (79.49%) Agile Software Development
2 31 (79.49%) Netezza
2 31 (79.49%) Dimensional Modelling
2 31 (79.49%) Oracle ODI
3 6 (15.38%) Finance
4 5 (12.82%) Stakeholder Management
4 5 (12.82%) Data Analysis
4 5 (12.82%) Data Governance
5 4 (10.26%) Data Quality
5 4 (10.26%) Business Analysis
5 4 (10.26%) Quality Management
5 4 (10.26%) Data Management
6 2 (5.13%) Information Management
6 2 (5.13%) Requirements Analysis
6 2 (5.13%) Degree
6 2 (5.13%) Computer Science
6 2 (5.13%) Time Management
6 2 (5.13%) SQL
6 2 (5.13%) Star Schema
6 2 (5.13%) IBM
6 2 (5.13%) Data Mapping
6 2 (5.13%) Systems Analysis
6 2 (5.13%) IBM InfoSphere
6 2 (5.13%) Coaching
6 2 (5.13%) Data Structures
6 2 (5.13%) Logical Data Model

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:

Applications
1 1 (2.56%) MS Excel
Database & Business Intelligence
1 33 (84.62%) Data Warehouse
2 31 (79.49%) Oracle ODI
3 2 (5.13%) IBM InfoSphere
3 2 (5.13%) Star Schema
4 1 (2.56%) MS Access
4 1 (2.56%) SQL Server
General
1 6 (15.38%) Finance
2 1 (2.56%) Billing
Job Titles
1 22 (56.41%) Designer
1 22 (56.41%) Developer
1 22 (56.41%) ETL Designer
1 22 (56.41%) ETL Developer
1 22 (56.41%) Oracle Developer
1 22 (56.41%) Oracle ETL Developer
2 9 (23.08%) ETL Tester
2 9 (23.08%) Tester
3 8 (20.51%) Analyst
4 4 (10.26%) Data Analyst
4 4 (10.26%) Senior Analyst
5 2 (5.13%) Business Analyst
5 2 (5.13%) Data Business Analyst
5 2 (5.13%) Data Modeller
5 2 (5.13%) Governance Analyst
5 2 (5.13%) Senior Business Analyst
5 2 (5.13%) Senior Data Modeller
5 2 (5.13%) Solutions Analyst
5 2 (5.13%) Systems Analyst
6 1 (2.56%) Business Data Analyst
Libraries, Frameworks & Software Standards
1 1 (2.56%) ADO
1 1 (2.56%) DAO
Miscellaneous
1 2 (5.13%) Computer Science
1 2 (5.13%) Data Structures
2 1 (2.56%) Analytical Skills
Processes & Methodologies
1 31 (79.49%) Agile Software Development
1 31 (79.49%) Dimensional Modelling
1 31 (79.49%) ETL
1 31 (79.49%) RAD
2 5 (12.82%) Data Analysis
2 5 (12.82%) Data Governance
2 5 (12.82%) Stakeholder Management
3 4 (10.26%) Business Analysis
3 4 (10.26%) Data Management
3 4 (10.26%) Quality Management
4 2 (5.13%) Coaching
4 2 (5.13%) Data Mapping
4 2 (5.13%) Information Management
4 2 (5.13%) Logical Data Model
4 2 (5.13%) Requirements Analysis
4 2 (5.13%) Systems Analysis
4 2 (5.13%) Time Management
5 1 (2.56%) Migration
Programming Languages
1 2 (5.13%) SQL
2 1 (2.56%) VBA
Qualifications
1 2 (5.13%) Degree
Quality Assurance & Compliance
1 4 (10.26%) Data Quality
Vendors
1 31 (79.49%) Netezza
1 31 (79.49%) Oracle
2 2 (5.13%) IBM
3 1 (2.56%) Microsoft