Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
East Midlands > Northamptonshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 87 110 93
Rank change year-on-year +23 -17 +32
Permanent jobs citing Data Quality 6 3 35
As % of all permanent IT jobs advertised in Northamptonshire 0.56% 0.21% 1.85%
As % of the Quality Assurance & Compliance category 6.12% 1.61% 18.82%
Number of salaries quoted 4 2 35
Northamptonshire median annual salary £34,750 £51,250 £40,000
Median salary % change year-on-year -32.20% +28.13% -9.09%
10th Percentile £22,250 £47,875 £25,500
90th Percentile £56,375 £53,625 £45,000
East Midlands median annual salary £40,500 £45,000 £43,000
% change year-on-year -10.00% +4.65% +1.18%

Data Quality is in the Quality Assurance and Compliance category. The following 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 or compliance skills.

All Quality Assurance and Compliance Skills
Northamptonshire
Permanent vacancies with a requirement for quality assurance or compliance skills 98 186 186
As % of all permanent IT jobs advertised in Northamptonshire 9.18% 12.92% 9.85%
Number of salaries quoted 73 122 160
Northamptonshire median annual salary £45,000 £42,500 £37,000
Median salary % change year-on-year +5.88% +14.86% +5.71%
10th Percentile £21,450 £25,500 £25,500
90th Percentile £65,000 £62,500 £50,000
East Midlands median annual salary £45,000 £42,500 £37,500
% change year-on-year +5.88% +13.33% -6.25%

Data Quality
Job Vacancy Trend in Northamptonshire

Job postings citing Data Quality as a percentage of all IT jobs advertised in Northamptonshire.

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 6 months to 19 November 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 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northampton +20 4 £24,500 - 1
Data Quality
East Midlands

For the 6 months to 19 November 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 5 (83.33%) SQL
2 3 (50.00%) Analytical Skills
3 2 (33.33%) Data Structures
3 2 (33.33%) Talend Open Studio
3 2 (33.33%) Continuous Improvement
3 2 (33.33%) Data Governance
3 2 (33.33%) Agile Software Development
3 2 (33.33%) Retail
3 2 (33.33%) Data Management
3 2 (33.33%) Microsoft Excel
3 2 (33.33%) ETL
3 2 (33.33%) SLA
3 2 (33.33%) Multichannel Retail
3 2 (33.33%) Data Strategy
3 2 (33.33%) Talend
4 1 (16.67%) Data Analysis Expressions (DAX)
4 1 (16.67%) Collaborative Working
4 1 (16.67%) Data Warehouse
4 1 (16.67%) Data Modelling
4 1 (16.67%) T-SQL
4 1 (16.67%) .NET
4 1 (16.67%) SQL Server
4 1 (16.67%) SQL Server Reporting Services
4 1 (16.67%) SQL Server Analysis Services
4 1 (16.67%) PowerShell
4 1 (16.67%) Data Architecture
4 1 (16.67%) SQL Server Integration Services
4 1 (16.67%) SEO
4 1 (16.67%) Machine Learning
4 1 (16.67%) Power BI

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:

Applications
1 2 (33.33%) Microsoft Excel
Database & Business Intelligence
1 1 (16.67%) Data Warehouse
1 1 (16.67%) Power BI
1 1 (16.67%) SQL Server
1 1 (16.67%) SQL Server 2016
1 1 (16.67%) SQL Server Analysis Services
1 1 (16.67%) SQL Server Integration Services
1 1 (16.67%) SQL Server Reporting Services
Development Applications
1 2 (33.33%) Talend Open Studio
General
1 2 (33.33%) Retail
Job Titles
1 4 (66.67%) Analyst
1 4 (66.67%) Data Analyst
2 2 (33.33%) Data Quality Analyst
2 2 (33.33%) Developer
2 2 (33.33%) ETL Analyst
2 2 (33.33%) Quality Analyst
2 2 (33.33%) SQL Analyst
2 2 (33.33%) SQL Data Analyst
3 1 (16.67%) Analyst Developer
3 1 (16.67%) Data Warehouse Developer
3 1 (16.67%) ETL Developer
3 1 (16.67%) Programme Manager
3 1 (16.67%) SEO Manager
3 1 (16.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) .NET
Miscellaneous
1 3 (50.00%) Analytical Skills
2 2 (33.33%) Data Structures
Processes & Methodologies
1 2 (33.33%) Agile Software Development
1 2 (33.33%) Continuous Improvement
1 2 (33.33%) Data Governance
1 2 (33.33%) Data Management
1 2 (33.33%) Data Strategy
1 2 (33.33%) ETL
1 2 (33.33%) Multichannel Retail
2 1 (16.67%) Collaborative Working
2 1 (16.67%) Data Architecture
2 1 (16.67%) Data Modelling
2 1 (16.67%) Machine Learning
2 1 (16.67%) SEO
Programming Languages
1 5 (83.33%) SQL
2 1 (16.67%) Data Analysis Expressions (DAX)
2 1 (16.67%) PowerShell
2 1 (16.67%) T-SQL
Quality Assurance & Compliance
1 2 (33.33%) SLA
Vendors
1 2 (33.33%) Talend