Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Bradford with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
West Yorkshire > Bradford
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 20 12 33
Rank change year-on-year -8 +21 +3
Contract jobs citing Data Modelling 7 34 26
As % of all contract IT jobs advertised in Bradford 3.52% 10.93% 5.36%
As % of the Processes & Methodologies category 4.22% 12.93% 6.40%
Number of daily rates quoted 4 8 29
Bradford median daily rate £513 £420 £438
Median daily rate % change year-on-year +22.02% -4.00% +34.62%
10th Percentile £369 £420 £275
90th Percentile £586 £420 £515
West Yorkshire median daily rate £425 £431 £425
% change year-on-year -1.45% +1.47% +18.06%
Number of hourly rates quoted 0 0 0
Bradford median hourly rate - - -
West Yorkshire median hourly rate - - -

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Bradford with a requirement for process or methodology skills.

All Process and Methodology Skills
Bradford
Contract vacancies with a requirement for process or methodology skills 166 263 406
As % of all contract IT jobs advertised in Bradford 83.42% 84.57% 83.71%
Number of daily rates quoted 106 153 236
Bradford median daily rate £406 £380 £350
Median daily rate % change year-on-year +6.91% +8.57% -
10th Percentile £213 £215 £263
90th Percentile £561 £548 £475
West Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 5 7 20
Bradford median hourly rate £17.50 £20.97 £15.61
Median hourly rate % change year-on-year -16.55% +34.36% +7.64%
10th Percentile £10.50 £14.41 £11.73
90th Percentile £19.60 £94.70 £40.50
West Yorkshire median hourly rate £15.08 £14.50 £15.00
% change year-on-year +3.97% -3.33% +3.45%

Data Modelling
Job Vacancy Trend in Bradford

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Bradford.

Job vacancy trend for Data Modelling in Bradford

Data Modelling
Contractor Daily Rate Trend in Bradford

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

Contractor daily rate trend for Data Modelling in Bradford

Data Modelling
Contractor Daily Rate Histogram in Bradford

The daily rate distribution of IT jobs citing Data Modelling in Bradford over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Modelling in Bradford

For the 6 months to 18 November 2017, 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 3 (42.86%) Data Architecture
1 3 (42.86%) SQL Server
1 3 (42.86%) Data Warehouse
1 3 (42.86%) Enterprise Architecture
2 2 (28.57%) Microsoft
2 2 (28.57%) Conceptual Models
2 2 (28.57%) Data Strategy
2 2 (28.57%) Analytics
2 2 (28.57%) SQL
2 2 (28.57%) OLAP
2 2 (28.57%) Business Intelligence
3 1 (14.29%) Finance
3 1 (14.29%) Business Continuity
3 1 (14.29%) Retail
3 1 (14.29%) SQL Server Reporting Services
3 1 (14.29%) SQL Server 2005
3 1 (14.29%) SQL Server Integration Services
3 1 (14.29%) REST
3 1 (14.29%) Windows Identity Foundation
3 1 (14.29%) Data Analytics
3 1 (14.29%) B2B
3 1 (14.29%) B2C
3 1 (14.29%) OLTP
3 1 (14.29%) SOAP
3 1 (14.29%) XML
3 1 (14.29%) .NET
3 1 (14.29%) SOA
3 1 (14.29%) ETL
3 1 (14.29%) Infrastructure Management
3 1 (14.29%) Relational Database

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:

Communications & Networking
1 1 (14.29%) Extranet
1 1 (14.29%) Intranet
Database & Business Intelligence
1 3 (42.86%) Data Warehouse
1 3 (42.86%) SQL Server
2 2 (28.57%) OLAP
3 1 (14.29%) OLTP
3 1 (14.29%) Power BI
3 1 (14.29%) Relational Database
3 1 (14.29%) SQL Server 2005
3 1 (14.29%) SQL Server Analysis Services
3 1 (14.29%) SQL Server Integration Services
3 1 (14.29%) SQL Server Reporting Services
General
1 1 (14.29%) Finance
1 1 (14.29%) Retail
Job Titles
1 5 (71.43%) Architect
2 4 (57.14%) Data Architect
3 2 (28.57%) Solutions Architect
4 1 (14.29%) Analyst
4 1 (14.29%) Business Intelligence Developer
4 1 (14.29%) Cloud Architect
4 1 (14.29%) Cloud Solutions Architect
4 1 (14.29%) Data Analyst
4 1 (14.29%) Data Analytics Architect
4 1 (14.29%) Data Integration Architect
4 1 (14.29%) Data Warehouse Architect
4 1 (14.29%) Developer
4 1 (14.29%) Integration Architect
4 1 (14.29%) Lead Architect
4 1 (14.29%) Lead Solutions Architect
4 1 (14.29%) Power BI Developer
4 1 (14.29%) SQL Server Architect
4 1 (14.29%) SQL Server Data Warehouse Architect
4 1 (14.29%) Technical Architect
Libraries, Frameworks & Software Standards
1 1 (14.29%) .NET
1 1 (14.29%) REST
1 1 (14.29%) SOAP
1 1 (14.29%) WCF
1 1 (14.29%) WF
1 1 (14.29%) Windows Identity Foundation
1 1 (14.29%) XML
Processes & Methodologies
1 3 (42.86%) Data Architecture
1 3 (42.86%) Enterprise Architecture
2 2 (28.57%) Analytics
2 2 (28.57%) Business Intelligence
2 2 (28.57%) Conceptual Models
2 2 (28.57%) Data Strategy
3 1 (14.29%) B2B
3 1 (14.29%) B2C
3 1 (14.29%) Business Continuity
3 1 (14.29%) Dashboard Development
3 1 (14.29%) Data Analytics
3 1 (14.29%) Digital Transformation Programme
3 1 (14.29%) ETL
3 1 (14.29%) Infrastructure Management
3 1 (14.29%) SOA
Programming Languages
1 2 (28.57%) SQL
Quality Assurance & Compliance
1 1 (14.29%) GDPR
1 1 (14.29%) PCI DSS
Vendors
1 2 (28.57%) Microsoft