Period
to 16 November 2019

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 16 November 2019 with a comparison to the same period in the previous 2 years.

Data Quality
England > East Midlands
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 147 183 195
Rank change year-on-year +36 +12 +48
Permanent jobs citing Data Quality 51 38 31
As % of all permanent IT jobs advertised in the East Midlands 1.29% 0.81% 0.60%
As % of the Quality Assurance & Compliance category 9.29% 5.96% 4.53%
Number of salaries quoted 45 34 24
East Midlands median annual salary £45,000 £45,000 £40,500
Median salary % change year-on-year - +11.11% -10.00%
10th Percentile £28,350 £30,500 £26,625
90th Percentile £56,900 £72,625 £54,625
England median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% -

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 the East Midlands with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
East Midlands
Permanent vacancies with a requirement for quality assurance or compliance skills 549 638 684
As % of all permanent IT jobs advertised in the East Midlands 13.89% 13.67% 13.16%
Number of salaries quoted 428 502 544
East Midlands median annual salary £37,500 £42,000 £45,000
Median salary % change year-on-year -10.71% -6.67% +5.88%
10th Percentile £21,250 £24,000 £26,250
90th Percentile £60,375 £65,000 £65,000
England median annual salary £50,000 £50,000 £50,000

Data Quality
Job Vacancy Trend in the East Midlands

Job postings citing Data Quality as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Quality in the East Midlands

Data Quality
Salary Trend in the East Midlands

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

Salary trend for Data Quality in the East Midlands

Data Quality
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Quality in the East Midlands over the 6 months to 16 November 2019.

Salary histogram for Data Quality in the East Midlands

Data Quality
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the East Midlands region over the 6 months to 16 November 2019. 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
Derbyshire +23 24 £45,000 +45.16% 1
Northamptonshire +38 12 £37,500 -28.57% 1
Leicestershire +13 12 £45,750 +7.65% 1
Nottinghamshire -12 2 £71,250 +9.62% 1
Data Quality
England

For the 6 months to 16 November 2019, IT jobs citing Data Quality also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East Midlands region with a requirement for Data Quality.

1 24 (47.06%) SQL
2 20 (39.22%) Business Intelligence
3 16 (31.37%) Data Analysis
4 15 (29.41%) SQL Server
4 15 (29.41%) SQL Server Reporting Services
4 15 (29.41%) Azure
5 14 (27.45%) Retail
6 13 (25.49%) SQL Server Integration Services
7 12 (23.53%) Continuous Improvement
7 12 (23.53%) Data Governance
7 12 (23.53%) Artificial Intelligence
7 12 (23.53%) GDPR
8 11 (21.57%) T-SQL
8 11 (21.57%) Microsoft
8 11 (21.57%) Analytics
9 10 (19.61%) SQL Server 2012
9 10 (19.61%) Project Management
9 10 (19.61%) Smallworld
9 10 (19.61%) Finance
9 10 (19.61%) Analytical Skills
9 10 (19.61%) Driving Licence
9 10 (19.61%) Power BI
9 10 (19.61%) Power Platform
10 9 (17.65%) Decision-Making
10 9 (17.65%) Technical Debt
10 9 (17.65%) Microsoft Excel
10 9 (17.65%) CRM
11 8 (15.69%) ETL
11 8 (15.69%) SQL Server Analysis Services
11 8 (15.69%) Databricks

Data Quality
Co-occurring IT Skills in the East Midlands 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 10 (19.61%) Smallworld
2 4 (7.84%) Apache Spark
3 3 (5.88%) SharePoint
4 1 (1.96%) SAS
Applications
1 9 (17.65%) Microsoft Excel
2 2 (3.92%) Microsoft Office
3 1 (1.96%) MS Visio
Business Applications
1 2 (3.92%) Salesforce.com CRM
Cloud Services
1 15 (29.41%) Azure
2 10 (19.61%) Power Platform
3 4 (7.84%) Azure Data Factory
3 4 (7.84%) IaaS
3 4 (7.84%) Office 365
3 4 (7.84%) PaaS
3 4 (7.84%) SaaS
4 1 (1.96%) AWS
4 1 (1.96%) Google Sheets
Database & Business Intelligence
1 15 (29.41%) SQL Server
1 15 (29.41%) SQL Server Reporting Services
2 13 (25.49%) SQL Server Integration Services
3 10 (19.61%) Power BI
3 10 (19.61%) SQL Server 2012
4 8 (15.69%) SQL Server Analysis Services
5 6 (11.76%) Data Lake
5 6 (11.76%) Data Warehouse
5 6 (11.76%) Relational Database
6 4 (7.84%) Azure SQL Data Warehouse
6 4 (7.84%) GIS
7 2 (3.92%) BusinessObjects
7 2 (3.92%) Cognos Framework Manager
7 2 (3.92%) Hadoop
7 2 (3.92%) Oracle Database
7 2 (3.92%) Spark SQL
8 1 (1.96%) MongoDB
8 1 (1.96%) SAS EBI
8 1 (1.96%) SQL Server 2014
8 1 (1.96%) SQL Server 2016
Development Applications
1 5 (9.80%) ERwin
2 2 (3.92%) Team Foundation Server
3 1 (1.96%) JIRA
3 1 (1.96%) Visual Studio
General
1 14 (27.45%) Retail
2 10 (19.61%) Finance
Job Titles
1 10 (19.61%) Fibre Planner
2 7 (13.73%) Analyst
2 7 (13.73%) Developer
3 5 (9.80%) Administrator
3 5 (9.80%) DBA
4 4 (7.84%) Architect
4 4 (7.84%) Business Intelligence Analyst
4 4 (7.84%) Cloud Architect
4 4 (7.84%) Data Architect
4 4 (7.84%) SQL DBA
5 3 (5.88%) Business Intelligence Developer
6 2 (3.92%) Cloud Engineer
6 2 (3.92%) Data Engineer
6 2 (3.92%) Database Analyst
6 2 (3.92%) Lead Developer
6 2 (3.92%) Senior Analyst
6 2 (3.92%) Senior Business Intelligence Analyst
6 2 (3.92%) Support Analyst
7 1 (1.96%) Senior Cloud Architect
7 1 (1.96%) Senior Developer
Libraries, Frameworks & Software Standards
1 4 (7.84%) MDX
2 2 (3.92%) Kafka
3 1 (1.96%) Web Services
Miscellaneous
1 10 (19.61%) Analytical Skills
1 10 (19.61%) Driving Licence
2 7 (13.73%) Self-Motivation
3 5 (9.80%) Replication
4 2 (3.92%) iSeries
4 2 (3.92%) Management Information System
5 1 (1.96%) Algorithms
5 1 (1.96%) Data Centre
Operating Systems
1 1 (1.96%) Unix
Processes & Methodologies
1 20 (39.22%) Business Intelligence
2 16 (31.37%) Data Analysis
3 12 (23.53%) Artificial Intelligence
3 12 (23.53%) Continuous Improvement
3 12 (23.53%) Data Governance
4 11 (21.57%) Analytics
5 10 (19.61%) Project Management
6 9 (17.65%) CRM
6 9 (17.65%) Decision-Making
6 9 (17.65%) Technical Debt
7 8 (15.69%) ETL
8 7 (13.73%) Agile Software Development
8 7 (13.73%) DevOps
8 7 (13.73%) Logistics
9 6 (11.76%) Data Integration
9 6 (11.76%) Data Privacy
9 6 (11.76%) Mathematics
9 6 (11.76%) Network Planning
9 6 (11.76%) Problem-Solving
9 6 (11.76%) Process Improvement
Programming Languages
1 24 (47.06%) SQL
2 11 (21.57%) T-SQL
3 7 (13.73%) C#
4 6 (11.76%) Data Analysis Expressions (DAX)
5 5 (9.80%) PowerShell
5 5 (9.80%) Python
5 5 (9.80%) R
5 5 (9.80%) VBA
6 4 (7.84%) Scala
Qualifications
1 2 (3.92%) Degree
2 1 (1.96%) Computer Science Degree
2 1 (1.96%) PhD
2 1 (1.96%) SC Cleared
2 1 (1.96%) Security Cleared
Quality Assurance & Compliance
1 12 (23.53%) GDPR
2 2 (3.92%) SLA
System Software
1 1 (1.96%) Virtual Machines
Vendors
1 11 (21.57%) Microsoft
2 8 (15.69%) Databricks
3 5 (9.80%) BiZZdesign
4 4 (7.84%) Oracle
4 4 (7.84%) Salesforce.com
5 2 (3.92%) Cognos
5 2 (3.92%) Infor
6 1 (1.96%) Google
6 1 (1.96%) Informatica
6 1 (1.96%) Snow
6 1 (1.96%) Tableau