The following table provides summary statistics for permanent job vacancies advertised in Northamptonshire with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Quality
East Midlands / Northamptonshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 54 68 79
Rank change year-on-year +14 +11  
Permanent jobs citing Data Quality 9 13 2
As % of all permanent IT jobs advertised in Northamptonshire 1.59% 1.72% 0.26%
As % of the Quality Assurance & Compliance category 16.07% 13.13% 2.86%
Number of salaries quoted 6 8 2
Median salary £45,000 £30,000 £43,750
Median salary % change year-on-year +50.00% -31.42%  
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

Data Quality is in the quality assurance and compliance skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Northamptonshire with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
Northamptonshire
Permanent job vacancies with a requirement for quality assurance and compliance skills 56 99 70
As % of all permanent IT job vacancies advertised in Northamptonshire 9.89% 13.13% 8.97%
Number of salaries quoted 47 79 53
Median salary £45,000 £35,000 £35,000
Median salary % change year-on-year +28.57% -  
90% offered a salary of more than £22,350 £30,000 £21,500
10% offered a salary of more than £53,250 £45,000 £55,300
UK excluding London median salary £42,500 £44,500 £42,500
% change year-on-year -4.49% +4.70%  

Data Quality
Job Vacancy Trend in Northamptonshire

The job posting trend of jobs advertised in Northamptonshire citing Data Quality as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality in Northamptonshire

Data Quality
Salary Trend in Northamptonshire

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

Salary trend for Data Quality in Northamptonshire

Data Quality
Salary Histogram in Northamptonshire

The salary distribution of IT jobs citing Data Quality in Northamptonshire over the 3 months to 29 March 2017.

Salary histogram for Data Quality in Northamptonshire

Data Quality
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Northamptonshire region over the 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northampton +21 8 £45,000 +50.00%
Data Quality
East Midlands

For the 6 months to 29 March 2017, 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 Northamptonshire region with a requirement for Data Quality.

1 10 (66.67%) SQL Server
2 9 (60.00%) SQL
3 8 (53.33%) Data Warehouse
3 8 (53.33%) Data Modelling
3 8 (53.33%) SQL Server Reporting Services
3 8 (53.33%) SQL Server Analysis Services
3 8 (53.33%) Continuous Improvement
4 7 (46.67%) .NET
4 7 (46.67%) PowerShell
4 7 (46.67%) Data Architecture
4 7 (46.67%) Power BI
4 7 (46.67%) SQL Server 2016
4 7 (46.67%) SQL Server Integration Services
4 7 (46.67%) T-SQL
5 6 (40.00%) Analytical Skills
6 5 (33.33%) Agile Software Development
6 5 (33.33%) MS PowerPoint
7 4 (26.67%) Google
7 4 (26.67%) Information Management
7 4 (26.67%) Business Intelligence
7 4 (26.67%) MS Office
7 4 (26.67%) MS Excel
7 4 (26.67%) Google Cloud Platform
7 4 (26.67%) Data Governance
8 3 (20.00%) Taxonomies
8 3 (20.00%) Microsoft
8 3 (20.00%) Risk Management
8 3 (20.00%) SEO
8 3 (20.00%) Stakeholder Management
9 2 (13.33%) Teradata

Data Quality
Co-occurring IT Skills in Northamptonshire 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 (6.67%) SharePoint
Applications
1 5 (33.33%) MS PowerPoint
2 4 (26.67%) MS Excel
2 4 (26.67%) MS Office
Cloud Services
1 4 (26.67%) Google Cloud Platform
Database & Business Intelligence
1 10 (66.67%) SQL Server
2 8 (53.33%) Data Warehouse
2 8 (53.33%) SQL Server Analysis Services
2 8 (53.33%) SQL Server Reporting Services
3 7 (46.67%) Power BI
3 7 (46.67%) SQL Server 2016
3 7 (46.67%) SQL Server Integration Services
4 1 (6.67%) Enterprise Data Warehouse
4 1 (6.67%) Microsoft Analysis Services
4 1 (6.67%) Microsoft Power View
4 1 (6.67%) PowerPivot
4 1 (6.67%) SQL Server 2008
General
1 2 (13.33%) Banking
1 2 (13.33%) Corporate Banking
1 2 (13.33%) Finance
1 2 (13.33%) Financial Institution
Job Titles
1 7 (46.67%) Data Warehouse Developer
1 7 (46.67%) Developer
2 5 (33.33%) Analyst
3 2 (13.33%) Data Analyst
3 2 (13.33%) Data Steward
4 1 (6.67%) Business Intelligence Developer
4 1 (6.67%) Business Intelligence Manager
4 1 (6.67%) Business Manager
4 1 (6.67%) SSAS Developer
4 1 (6.67%) SSIS Developer
4 1 (6.67%) SSRS Developer
Libraries, Frameworks & Software Standards
1 7 (46.67%) .NET
Miscellaneous
1 6 (40.00%) Analytical Skills
2 3 (20.00%) Taxonomies
3 2 (13.33%) Management Information System
4 1 (6.67%) Computer Science
Processes & Methodologies
1 8 (53.33%) Continuous Improvement
1 8 (53.33%) Data Modelling
2 7 (46.67%) Data Architecture
3 5 (33.33%) Agile Software Development
4 4 (26.67%) Business Intelligence
4 4 (26.67%) Data Governance
4 4 (26.67%) Information Management
5 3 (20.00%) Risk Management
5 3 (20.00%) SEO
5 3 (20.00%) Stakeholder Management
6 2 (13.33%) Customer Requirements
7 1 (6.67%) Analytics
7 1 (6.67%) Mathematics
7 1 (6.67%) Multichannel Retail
7 1 (6.67%) Performance Metrics
7 1 (6.67%) Project Management
7 1 (6.67%) Scrum
7 1 (6.67%) Statistics
Programming Languages
1 9 (60.00%) SQL
2 7 (46.67%) PowerShell
2 7 (46.67%) T-SQL
3 2 (13.33%) VBA
Vendors
1 4 (26.67%) Google
2 3 (20.00%) Microsoft
3 2 (13.33%) Teradata
4 1 (6.67%) Tableau