The following table provides summary statistics for permanent job vacancies advertised in Bradford with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Management
West Yorkshire / Bradford
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 57 56 68
Rank change year-on-year -1 +12  
Permanent jobs citing Data Management 4 6 6
As % of all permanent IT jobs advertised in Bradford 0.86% 1.34% 1.12%
As % of the Processes & Methodologies category 0.93% 1.41% 1.23%
Number of salaries quoted 4 6 6
Median salary £57,500 £56,250 £40,000
Median salary % change year-on-year +2.22% +40.62%  
UK excluding London median salary £48,500 £45,000 £42,500
% change year-on-year +7.77% +5.88%  

Data Management is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bradford with a requirement for process and methodology skills.

Process & Methodology Skills
Bradford
Permanent job vacancies with a requirement for process and methodology skills 428 426 487
As % of all permanent IT job vacancies advertised in Bradford 92.04% 95.09% 90.69%
Number of salaries quoted 354 396 431
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £30,000 £31,500 £31,000
10% offered a salary of more than £57,500 £55,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Management
Job Vacancy Trend in Bradford

The job posting trend of jobs advertised in Bradford citing Data Management as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Management in Bradford

Data Management
Salary Trend in Bradford

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

Salary trend for Data Management in Bradford

For the 6 months to 24 June 2017, IT jobs citing Data Management 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 Management.

1 6 (75.00%) Stakeholder Management
2 5 (62.50%) Business Intelligence
3 4 (50.00%) Big Data
4 3 (37.50%) Continuous Improvement
4 3 (37.50%) Data Governance
4 3 (37.50%) Retail
4 3 (37.50%) Data Warehouse
5 2 (25.00%) C
5 2 (25.00%) SQL
5 2 (25.00%) T-SQL
5 2 (25.00%) SQL Server Reporting Services
5 2 (25.00%) Data Lake
5 2 (25.00%) Data Strategy
5 2 (25.00%) Analytical Skills
5 2 (25.00%) Master Data Management
5 2 (25.00%) Business Analytics
5 2 (25.00%) Analytics
5 2 (25.00%) SQL Server
6 1 (12.50%) Data Quality
6 1 (12.50%) Information Management
6 1 (12.50%) Amazon Redshift
6 1 (12.50%) BigQuery
6 1 (12.50%) Google Cloud Platform
6 1 (12.50%) Google
6 1 (12.50%) Data Architecture
6 1 (12.50%) Amazon AWS
6 1 (12.50%) PaaS
6 1 (12.50%) Data Security
6 1 (12.50%) Oracle
6 1 (12.50%) Data Modelling

Data Management
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:

Cloud Services
1 1 (12.50%) Amazon AWS
1 1 (12.50%) Google Cloud Platform
1 1 (12.50%) PaaS
Database & Business Intelligence
1 4 (50.00%) Big Data
2 3 (37.50%) Data Warehouse
3 2 (25.00%) Data Lake
3 2 (25.00%) SQL Server
3 2 (25.00%) SQL Server Reporting Services
4 1 (12.50%) Amazon Redshift
4 1 (12.50%) BigQuery
General
1 3 (37.50%) Retail
Job Titles
1 3 (37.50%) Data Governance Analyst
1 3 (37.50%) Data Governance Manager
1 3 (37.50%) Data Manager
1 3 (37.50%) Governance Manager
2 2 (25.00%) Business Intelligence Developer
2 2 (25.00%) Developer
2 2 (25.00%) Head of Business Intelligence
2 2 (25.00%) Senior Business Intelligence Developer
2 2 (25.00%) Senior Developer
3 1 (12.50%) Architect
3 1 (12.50%) Data Warehouse Architect
3 1 (12.50%) Oracle Architect
Miscellaneous
1 2 (25.00%) Analytical Skills
Processes & Methodologies
1 6 (75.00%) Stakeholder Management
2 5 (62.50%) Business Intelligence
3 3 (37.50%) Continuous Improvement
3 3 (37.50%) Data Governance
4 2 (25.00%) Analytics
4 2 (25.00%) Business Analytics
4 2 (25.00%) Data Strategy
4 2 (25.00%) Master Data Management
5 1 (12.50%) Data Architecture
5 1 (12.50%) Data Modelling
5 1 (12.50%) Data Security
5 1 (12.50%) Information Management
Programming Languages
1 2 (25.00%) C
1 2 (25.00%) SQL
1 2 (25.00%) T-SQL
Quality Assurance & Compliance
1 1 (12.50%) Data Quality
Vendors
1 1 (12.50%) Google
1 1 (12.50%) Oracle