Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bradford with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
West Yorkshire > Bradford
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 70 83 72
Rank change year-on-year +13 -11 0
Permanent jobs citing Data Modelling 20 17 19
As % of all permanent IT jobs advertised in Bradford 2.42% 1.62% 2.27%
As % of the Processes & Methodologies category 2.64% 1.70% 2.48%
Number of salaries quoted 20 16 24
Bradford median annual salary £50,000 £42,750 £62,500
Median salary % change year-on-year +16.96% -31.60% +13.64%
10th Percentile £47,500 £31,250 £37,500
90th Percentile £52,750 £48,125 £83,000
West Yorkshire median annual salary £50,000 £43,750 £50,000
% change year-on-year +14.29% -12.50% +11.11%

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

All Process and Methodology Skills
Bradford
Permanent vacancies with a requirement for process or methodology skills 758 999 767
As % of all permanent IT jobs advertised in Bradford 91.55% 95.32% 91.53%
Number of salaries quoted 644 828 668
Bradford median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% +6.67%
10th Percentile £27,250 £29,925 £26,250
90th Percentile £57,350 £77,500 £58,750
West Yorkshire median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

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
Salary Trend in Bradford

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Bradford.

Salary trend for Data Modelling in Bradford

Data Modelling
Salary Histogram in Bradford

The salary distribution of IT jobs citing Data Modelling in Bradford over the 6 months to 17 November 2017.

Salary histogram for Data Modelling in Bradford

For the 6 months to 17 November 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 19 (95.00%) Microsoft
2 18 (90.00%) ETL
2 18 (90.00%) Business Intelligence
2 18 (90.00%) SQL
2 18 (90.00%) Data Warehouse
3 17 (85.00%) MCSE
3 17 (85.00%) MCSA
3 17 (85.00%) SQL Server
3 17 (85.00%) T-SQL
3 17 (85.00%) Microsoft Certification
3 17 (85.00%) Disaster Recovery
3 17 (85.00%) SQL Server Reporting Services
3 17 (85.00%) SQL Server Integration Services
3 17 (85.00%) SQL Server Analysis Services
3 17 (85.00%) PowerShell
3 17 (85.00%) Performance Tuning
3 17 (85.00%) SQL Server Management Studio (SSMS)
4 1 (5.00%) Oracle BI Publisher
4 1 (5.00%) Relational Database
4 1 (5.00%) MuleSoft
4 1 (5.00%) Dashboard Development
4 1 (5.00%) Performance Optimisation
4 1 (5.00%) OpenEdge ABL
4 1 (5.00%) Programme Delivery
4 1 (5.00%) Data Architecture
4 1 (5.00%) Team Foundation Server
4 1 (5.00%) Open Source
4 1 (5.00%) Big Data
4 1 (5.00%) Analytics
4 1 (5.00%) Oracle ODI

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:

Application Platforms
1 1 (5.00%) Mule
1 1 (5.00%) OpenEdge
Business Applications
1 1 (5.00%) Oracle ERP
Database & Business Intelligence
1 18 (90.00%) Data Warehouse
2 17 (85.00%) SQL Server
2 17 (85.00%) SQL Server Analysis Services
2 17 (85.00%) SQL Server Integration Services
2 17 (85.00%) SQL Server Reporting Services
3 1 (5.00%) Big Data
3 1 (5.00%) Oracle BI EE
3 1 (5.00%) Oracle BI Publisher
3 1 (5.00%) Oracle Database
3 1 (5.00%) Oracle Database 11g
3 1 (5.00%) Oracle ODI
3 1 (5.00%) Oracle Reports
3 1 (5.00%) RDBMS
3 1 (5.00%) Relational Database
3 1 (5.00%) Star Schema
Development Applications
1 17 (85.00%) SQL Server Management Studio (SSMS)
2 1 (5.00%) Team Foundation Server
General
1 1 (5.00%) Finance
Job Titles
1 17 (85.00%) Administrator
1 17 (85.00%) DBA
1 17 (85.00%) Senior DBA
1 17 (85.00%) Senior SQL DBA
1 17 (85.00%) SQL DBA
2 2 (10.00%) Developer
3 1 (5.00%) Architect
3 1 (5.00%) Data Architect
3 1 (5.00%) OBIEE Developer
3 1 (5.00%) OpenEdge Developer
3 1 (5.00%) Oracle Developer
3 1 (5.00%) Software Developer
3 1 (5.00%) Technical Developer
Libraries, Frameworks & Software Standards
1 1 (5.00%) .NET
1 1 (5.00%) HTML
1 1 (5.00%) Web Services
Miscellaneous
1 1 (5.00%) Client/Server
Operating Systems
1 1 (5.00%) Windows
Processes & Methodologies
1 18 (90.00%) Business Intelligence
1 18 (90.00%) ETL
2 17 (85.00%) Disaster Recovery
2 17 (85.00%) Performance Tuning
3 1 (5.00%) Analytics
3 1 (5.00%) Dashboard Development
3 1 (5.00%) Data Architecture
3 1 (5.00%) Dimensional Modelling
3 1 (5.00%) E-business
3 1 (5.00%) ERP
3 1 (5.00%) Open Source
3 1 (5.00%) Performance Optimisation
3 1 (5.00%) Programme Delivery
Programming Languages
1 18 (90.00%) SQL
2 17 (85.00%) PowerShell
2 17 (85.00%) T-SQL
3 1 (5.00%) C#
3 1 (5.00%) JavaScript
3 1 (5.00%) OpenEdge ABL
3 1 (5.00%) PL/SQL
3 1 (5.00%) Progress 4GL
Qualifications
1 17 (85.00%) MCSA
1 17 (85.00%) MCSE
1 17 (85.00%) Microsoft Certification
Quality Assurance & Compliance
1 1 (5.00%) SLA
Vendors
1 19 (95.00%) Microsoft
2 1 (5.00%) MuleSoft
2 1 (5.00%) Oracle
2 1 (5.00%) Progress