The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Bradford region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 48 51 51
Rank change year-on-year
+3 0
Permanent jobs citing Data Quality 6 1 13
As % of all permanent IT jobs located in Bradford 1.43% 0.28% 2.56%
As % of the Quality Assurance & Compliance category 10.34% 1.64% 15.48%
Number of salaries quoted 6 1 13
Median salary £47,500 £25,500 £50,000
Median salary % change year-on-year
+86.27% -49.00%
UK excluding London median salary £45,000 £45,000 £45,000
Data Quality
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in permanent jobs advertised in the Bradford region.

Quality Assurance & Compliance Category
Bradford
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
58 61 84
As % of all permanent IT jobs located in Bradford 13.78% 17.13% 16.57%
Number of salaries quoted 52 49 61
Median salary £45,000 £36,250 £47,500
Median salary % change year-on-year
+24.13% -23.68%
90% offered a salary of more than £31,500 £31,650 £25,400
10% offered a salary of more than £55,000 £65,000 £49,500
UK excluding London median salary £44,500 £44,000 £41,500
% change year-on-year
+1.13% +6.02%

Data Quality
Jobs Demand Trend in Bradford

The demand trend of job ads across the Bradford region citing Data Quality as a proportion of all IT jobs with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in Bradford

Data Quality
Salary Trend in Bradford

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

Data Quality Salary Trend in Bradford

Data Quality
Salary Histogram in Bradford

This chart provides a salary histogram for IT jobs citing Data Quality across the Bradford region over the 3 months to 8 December 2016.

Data Quality Salary Histogram in Bradford

Data Quality
Top 30 Related IT Skills in Bradford

For the 6 months to 8 December 2016, IT jobs citing Data Quality 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 Quality.

1 18 (94.74%) Business Intelligence
2 15 (78.95%) Microsoft
2 15 (78.95%) SQL
2 15 (78.95%) T-SQL
2 15 (78.95%) SQL Server
2 15 (78.95%) Data Warehouse
2 15 (78.95%) ETL
2 15 (78.95%) SQL Server Reporting Services
2 15 (78.95%) SQL Server Integration Services
2 15 (78.95%) SQL Server Analysis Services
2 15 (78.95%) Team Foundation Server
2 15 (78.95%) SQL Server 2012
3 13 (68.42%) MS Excel
4 9 (47.37%) SQL Server 2014
4 9 (47.37%) Degree
5 8 (42.11%) Kimball Methodology
5 8 (42.11%) Inmon Methodology
5 8 (42.11%) Scrum
5 8 (42.11%) Agile Software Development
6 6 (31.58%) RUP
6 6 (31.58%) SQL Server 2005
6 6 (31.58%) SQL Server 2008
7 5 (26.32%) Data Management
8 4 (21.05%) Finance
9 3 (15.79%) Oracle
9 3 (15.79%) Data Analysis
10 2 (10.53%) TDD
10 2 (10.53%) PowerPivot
10 2 (10.53%) Power BI
10 2 (10.53%) MDX

Data Quality
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 13 (68.42%) MS Excel
Cloud Services
1 1 (5.26%) PaaS
Database & Business Intelligence
1 15 (78.95%) Data Warehouse
1 15 (78.95%) SQL Server
1 15 (78.95%) SQL Server 2012
1 15 (78.95%) SQL Server Analysis Services
1 15 (78.95%) SQL Server Integration Services
1 15 (78.95%) SQL Server Reporting Services
2 9 (47.37%) SQL Server 2014
3 6 (31.58%) SQL Server 2005
3 6 (31.58%) SQL Server 2008
4 2 (10.53%) Oracle Database
4 2 (10.53%) Power BI
4 2 (10.53%) PowerPivot
Development Applications
1 15 (78.95%) Team Foundation Server
General
1 4 (21.05%) Finance
Job Titles
1 15 (78.95%) Business Intelligence Developer
1 15 (78.95%) Developer
2 13 (68.42%) SQL BI Developer
2 13 (68.42%) SQL Developer
3 8 (42.11%) SQL Server BI Developer
3 8 (42.11%) SQL Server Developer
4 7 (36.84%) Business Developer
5 6 (31.58%) ETL Developer
6 4 (21.05%) SSIS Developer
6 4 (21.05%) SSRS Developer
7 3 (15.79%) Analyst
7 3 (15.79%) Data Analyst
7 3 (15.79%) Oracle Analyst
8 2 (10.53%) Data Warehouse Developer
8 2 (10.53%) Information Analyst
8 2 (10.53%) MI Analyst
9 1 (5.26%) Data Manager
9 1 (5.26%) Senior Analyst
9 1 (5.26%) Senior Data Analyst
9 1 (5.26%) Senior Oracle Analyst
Libraries, Frameworks & Software Standards
1 2 (10.53%) MDX
Processes & Methodologies
1 18 (94.74%) Business Intelligence
2 15 (78.95%) ETL
3 8 (42.11%) Agile Software Development
3 8 (42.11%) Inmon Methodology
3 8 (42.11%) Kimball Methodology
3 8 (42.11%) Scrum
4 6 (31.58%) RUP
5 5 (26.32%) Data Management
6 3 (15.79%) Data Analysis
7 2 (10.53%) Data Architecture
7 2 (10.53%) Data Governance
7 2 (10.53%) TDD
8 1 (5.26%) People Management
8 1 (5.26%) Process Improvement
8 1 (5.26%) Statistical Analysis
Programming Languages
1 15 (78.95%) SQL
1 15 (78.95%) T-SQL
2 1 (5.26%) VBA
Qualifications
1 9 (47.37%) Degree
Vendors
1 15 (78.95%) Microsoft
2 3 (15.79%) Oracle