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 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 57 52 35
Rank change year-on-year
-5 -17
Permanent jobs citing Data Quality 8 19 8
As % of all permanent IT jobs located in Bradford 1.59% 3.63% 2.52%
As % of the Quality Assurance & Compliance category 11.59% 17.27% 26.67%
Number of salaries quoted 8 17 7
Median salary £45,000 £46,000 £45,000
Median salary % change year-on-year
-2.17% +2.22%
90% offered a salary of more than £43,500 £40,000 £30,800
10% offered a salary of more than £58,250 £77,000 £58,000
UK excluding London median salary £45,000 £43,500 £47,500
% change year-on-year
+3.44% -8.42%
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
69 110 30
As % of all permanent IT jobs located in Bradford 13.69% 20.99% 9.46%
Number of salaries quoted 56 102 23
Median salary £45,000 £41,500 £45,000
Median salary % change year-on-year
+8.43% -7.77%
90% offered a salary of more than £37,500 £30,000 £30,000
10% offered a salary of more than £70,000 £50,750 £51,000
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year
+5.88% +4.93%

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 24 July 2016.

Data Quality Salary Histogram in Bradford

Data Quality
Top 30 Related IT Skills in Bradford

For the 6 months to 24 July 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 13 (56.52%) Finance
2 12 (52.17%) Data Warehouse
2 12 (52.17%) Data Governance
3 10 (43.48%) Business Intelligence
4 9 (39.13%) SQL Server
5 8 (34.78%) Information Management
5 8 (34.78%) Information Governance
6 7 (30.43%) Continuous Improvement
6 7 (30.43%) Data Architecture
6 7 (30.43%) Data Management
7 6 (26.09%) Agile Software Development
7 6 (26.09%) Microsoft
7 6 (26.09%) People Management
8 5 (21.74%) SQL Server 2012
8 5 (21.74%) Kimball Methodology
8 5 (21.74%) Inmon Methodology
8 5 (21.74%) Team Foundation Server
8 5 (21.74%) SQL Server Analysis Services
8 5 (21.74%) Data Validation
8 5 (21.74%) SQL Server Integration Services
8 5 (21.74%) Validation
8 5 (21.74%) Scrum
8 5 (21.74%) SQL
8 5 (21.74%) T-SQL
8 5 (21.74%) ETL
8 5 (21.74%) SQL Server Reporting Services
9 4 (17.39%) Data Modelling
10 3 (13.04%) RUP
10 3 (13.04%) MS Excel
10 3 (13.04%) SQL Server 2005

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 3 (13.04%) MS Excel
Cloud Services
1 1 (4.35%) PaaS
Database & Business Intelligence
1 12 (52.17%) Data Warehouse
2 9 (39.13%) SQL Server
3 5 (21.74%) SQL Server 2012
3 5 (21.74%) SQL Server Analysis Services
3 5 (21.74%) SQL Server Integration Services
3 5 (21.74%) SQL Server Reporting Services
4 3 (13.04%) SQL Server 2005
4 3 (13.04%) SQL Server 2008
5 2 (8.70%) Power BI
5 2 (8.70%) PowerPivot
5 2 (8.70%) SQL Server 2014
Development Applications
1 5 (21.74%) Team Foundation Server
General
1 13 (56.52%) Finance
Job Titles
1 16 (69.57%) Data Manager
2 10 (43.48%) Data Quality Manager
3 6 (26.09%) Data Governance Analyst
3 6 (26.09%) Data Governance Manager
3 6 (26.09%) Governance Manager
4 5 (21.74%) Business Intelligence Developer
4 5 (21.74%) Developer
4 5 (21.74%) Quality Manager
5 4 (17.39%) Business Developer
6 3 (13.04%) ETL Developer
6 3 (13.04%) SQL BI Developer
6 3 (13.04%) SQL Developer
7 2 (8.70%) Analyst
7 2 (8.70%) Data Analyst
7 2 (8.70%) Data Warehouse Developer
7 2 (8.70%) Senior Analyst
8 1 (4.35%) Oracle Analyst
8 1 (4.35%) Senior Data Analyst
8 1 (4.35%) Senior Oracle Analyst
8 1 (4.35%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (8.70%) MDX
Processes & Methodologies
1 12 (52.17%) Data Governance
2 10 (43.48%) Business Intelligence
3 8 (34.78%) Information Governance
3 8 (34.78%) Information Management
4 7 (30.43%) Continuous Improvement
4 7 (30.43%) Data Architecture
4 7 (30.43%) Data Management
5 6 (26.09%) Agile Software Development
5 6 (26.09%) People Management
6 5 (21.74%) Data Validation
6 5 (21.74%) ETL
6 5 (21.74%) Inmon Methodology
6 5 (21.74%) Kimball Methodology
6 5 (21.74%) Scrum
6 5 (21.74%) Validation
7 4 (17.39%) Data Modelling
8 3 (13.04%) RUP
9 2 (8.70%) TDD
10 1 (4.35%) Data Analysis
10 1 (4.35%) Statistical Analysis
Programming Languages
1 5 (21.74%) SQL
1 5 (21.74%) T-SQL
2 1 (4.35%) VBA
Qualifications
1 2 (8.70%) Degree
Vendors
1 6 (26.09%) Microsoft
2 1 (4.35%) Oracle