Period
to 28 March 2020

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 28 March 2020 with a comparison to the same period in the previous 2 years.

Data Quality
England > East Midlands
6 months to
28 Mar 2020
Same period 2019 Same period 2018
Rank 148 179 200
Rank change year-on-year +31 +21 +6
Permanent jobs citing Data Quality 35 30 35
As % of all permanent jobs advertised in the East Midlands 1.03% 0.73% 0.66%
As % of the Quality Assurance & Compliance category 8.24% 4.78% 4.39%
Number of salaries quoted 29 28 25
Median annual salary £40,000 £42,500 £37,000
Median salary % change year-on-year -5.88% +14.86% -17.78%
10th Percentile £32,292 £30,500 £26,750
90th Percentile £57,500 £60,000 £62,000
England median annual salary £60,304 £57,500 £52,500
% change year-on-year +4.88% +9.52% +5.00%

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 425 627 797
As % of all permanent IT jobs advertised in the East Midlands 12.53% 15.18% 15.04%
Number of salaries quoted 348 476 623
Median annual salary £40,000 £42,500 £42,555
Median salary % change year-on-year -5.88% -0.13% +6.39%
10th Percentile £21,250 £24,625 £26,500
90th Percentile £67,500 £62,500 £65,400
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Data Quality
Job Vacancy Trend in the East Midlands

Job postings citing Data Quality as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Data Quality in the East Midlands over the 6 months to 28 March 2020.

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 28 March 2020. 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
Northamptonshire +18 11 £37,500 -23.26%
Derbyshire +3 10 £34,000 +9.68% 2
Leicestershire +35 9 £45,000 +5.88%
Nottinghamshire - 4 £50,000 - 1
Data Quality
England

For the 6 months to 28 March 2020, 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 14 (40.00%) Data Governance
2 13 (37.14%) SQL
2 13 (37.14%) SQL Server
3 11 (31.43%) Business Intelligence
3 11 (31.43%) Artificial Intelligence
3 11 (31.43%) Relational Database
4 10 (28.57%) Data Warehouse
5 9 (25.71%) SQL Server Reporting Services
5 9 (25.71%) Analytics
6 8 (22.86%) SQL Server Integration Services
6 8 (22.86%) Azure
6 8 (22.86%) Network Planning
6 8 (22.86%) Smallworld
6 8 (22.86%) Python
6 8 (22.86%) Data Modelling
6 8 (22.86%) ETL
6 8 (22.86%) Microsoft
6 8 (22.86%) Driving Licence
6 8 (22.86%) GDPR
7 7 (20.00%) ERwin
7 7 (20.00%) Finance
7 7 (20.00%) Agile Software Development
7 7 (20.00%) Analytical Skills
8 6 (17.14%) Kafka
8 6 (17.14%) Degree
8 6 (17.14%) Retail
8 6 (17.14%) Data Management
8 6 (17.14%) Microsoft Excel
8 6 (17.14%) Power Platform
8 6 (17.14%) Power BI

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 8 (22.86%) Smallworld
2 3 (8.57%) SharePoint
3 2 (5.71%) Apache Spark
Applications
1 6 (17.14%) Microsoft Excel
2 3 (8.57%) Microsoft PowerPoint
3 2 (5.71%) Microsoft Office
4 1 (2.86%) MS Visio
Business Applications
1 2 (5.71%) Dynamics AX
1 2 (5.71%) NetSuite
Cloud Services
1 8 (22.86%) Azure
2 6 (17.14%) Power Platform
3 5 (14.29%) AWS
4 4 (11.43%) IaaS
4 4 (11.43%) PaaS
4 4 (11.43%) SaaS
5 3 (8.57%) Office 365
6 2 (5.71%) Azure Data Factory
6 2 (5.71%) Dynamics 365
7 1 (2.86%) GCP
Database & Business Intelligence
1 13 (37.14%) SQL Server
2 11 (31.43%) Relational Database
3 10 (28.57%) Data Warehouse
4 9 (25.71%) SQL Server Reporting Services
5 8 (22.86%) SQL Server Integration Services
6 6 (17.14%) Power BI
7 5 (14.29%) OLAP
7 5 (14.29%) SQL Server Analysis Services
8 4 (11.43%) Snowflake Schema
8 4 (11.43%) SQL Server 2012
9 3 (8.57%) Amazon DynamoDB
9 3 (8.57%) Apache Cassandra
9 3 (8.57%) CouchDB
9 3 (8.57%) MongoDB
9 3 (8.57%) NoSQL
9 3 (8.57%) OLTP
9 3 (8.57%) Oracle OLAP
9 3 (8.57%) RDBMS
10 2 (5.71%) Cognos Framework Manager
10 2 (5.71%) Spark SQL
Development Applications
1 7 (20.00%) ERwin
2 3 (8.57%) PowerDesigner
3 1 (2.86%) JIRA
3 1 (2.86%) Visual Studio
General
1 7 (20.00%) Finance
2 6 (17.14%) Retail
3 3 (8.57%) Housing Association
3 3 (8.57%) Social Housing
4 1 (2.86%) Marketing
Job Titles
1 10 (28.57%) Architect
1 10 (28.57%) Data Architect
2 8 (22.86%) Fibre Planner
3 6 (17.14%) Analyst
4 4 (11.43%) Cloud Architect
5 3 (8.57%) Asset Management Analyst
5 3 (8.57%) Data Analyst
5 3 (8.57%) Developer
6 2 (5.71%) Administrator
6 2 (5.71%) Business Developer
6 2 (5.71%) Business Intelligence Analyst
6 2 (5.71%) Business Intelligence Developer
6 2 (5.71%) Cloud Engineer
6 2 (5.71%) Data Engineer
6 2 (5.71%) DBA
6 2 (5.71%) SQL DBA
7 1 (2.86%) Business Intelligence Architect
7 1 (2.86%) Senior Architect
7 1 (2.86%) Senior Data Architect
7 1 (2.86%) Support Manager
Libraries, Frameworks & Software Standards
1 6 (17.14%) Kafka
2 3 (8.57%) FIX Protocol
2 3 (8.57%) JSON
2 3 (8.57%) MDX
2 3 (8.57%) XML
3 1 (2.86%) Web Services
Miscellaneous
1 8 (22.86%) Driving Licence
2 7 (20.00%) Analytical Skills
3 4 (11.43%) Management Information System
4 3 (8.57%) Reference Data
4 3 (8.57%) Self-Motivation
5 2 (5.71%) iSeries
5 2 (5.71%) Replication
6 1 (2.86%) Data Centre
Processes & Methodologies
1 14 (40.00%) Data Governance
2 11 (31.43%) Artificial Intelligence
2 11 (31.43%) Business Intelligence
3 9 (25.71%) Analytics
4 8 (22.86%) Data Modelling
4 8 (22.86%) ETL
4 8 (22.86%) Network Planning
5 7 (20.00%) Agile Software Development
6 6 (17.14%) Data Management
7 5 (14.29%) Data Analysis
7 5 (14.29%) Data Engineering
7 5 (14.29%) IT Strategy
7 5 (14.29%) Migration
7 5 (14.29%) Problem-Solving
8 4 (11.43%) Data Categorisation
8 4 (11.43%) Data Privacy
8 4 (11.43%) ERP
8 4 (11.43%) Kimball Methodology
8 4 (11.43%) Project Management
8 4 (11.43%) Quality Management
Programming Languages
1 13 (37.14%) SQL
2 8 (22.86%) Python
3 5 (14.29%) C#
4 4 (11.43%) Java
4 4 (11.43%) R
4 4 (11.43%) Scala
5 3 (8.57%) Data Analysis Expressions (DAX)
5 3 (8.57%) T-SQL
6 2 (5.71%) PowerShell
7 1 (2.86%) PL/SQL
Qualifications
1 6 (17.14%) Degree
2 3 (8.57%) AWS Certification
2 3 (8.57%) Computer Science Degree
2 3 (8.57%) Master's Degree
3 2 (5.71%) Microsoft Certification
Quality Assurance & Compliance
1 8 (22.86%) GDPR
2 3 (8.57%) QA
3 2 (5.71%) SLA
System Software
1 1 (2.86%) Apache Flume
1 1 (2.86%) Virtual Machines
Vendors
1 8 (22.86%) Microsoft
2 4 (11.43%) BiZZdesign
2 4 (11.43%) Cognos
2 4 (11.43%) Databricks
3 3 (8.57%) Oracle
4 2 (5.71%) Infor
4 2 (5.71%) JD Edwards
5 1 (2.86%) MicroStrategy
5 1 (2.86%) SnapLogic
5 1 (2.86%) Snow
5 1 (2.86%) Tableau