Period
to 21 October 2018

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 21 October 2018 with a comparison to the same period in the previous 2 years.

Data Quality
England > East Midlands
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 181 190 230
Rank change year-on-year +9 +40 -43
Permanent jobs citing Data Quality 41 31 29
As % of all permanent IT jobs advertised in the East Midlands 0.87% 0.62% 0.44%
As % of the Quality Assurance & Compliance category 6.62% 5.15% 2.72%
Number of salaries quoted 35 24 17
East Midlands median annual salary £45,000 £41,750 £45,000
Median salary % change year-on-year +7.78% -7.22% +12.50%
10th Percentile £30,500 £23,825 £22,100
90th Percentile £73,750 £53,000 £53,750
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +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 619 602 1,067
As % of all permanent IT jobs advertised in the East Midlands 13.18% 12.06% 16.31%
Number of salaries quoted 488 475 812
East Midlands median annual salary £41,000 £45,000 £42,500
Median salary % change year-on-year -8.89% +5.88% +13.33%
10th Percentile £24,000 £25,600 £25,050
90th Percentile £68,250 £65,000 £63,750
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 21 October 2018.

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 21 October 2018. 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
Nottinghamshire +17 15 £65,000 +62.50% 1
Northamptonshire -3 12 £51,250 +47.48%
Leicestershire -9 7 £43,500 +6.10%
Derbyshire +8 6 £31,000 -34.74%
Data Quality
England

For the 6 months to 21 October 2018, 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 22 (53.66%) SQL
2 15 (36.59%) Business Intelligence
3 12 (29.27%) Analytics
4 11 (26.83%) Data Analysis
4 11 (26.83%) Visualisation
5 10 (24.39%) Hadoop
5 10 (24.39%) Big Data
5 10 (24.39%) Data Structures
6 9 (21.95%) Tableau
6 9 (21.95%) Power BI
6 9 (21.95%) Data Management
6 9 (21.95%) Finance
7 8 (19.51%) Agile Software Development
7 8 (19.51%) Python
7 8 (19.51%) Scala
7 8 (19.51%) Apache Spark
7 8 (19.51%) Data Analytics
7 8 (19.51%) Data Development
8 7 (17.07%) Machine Learning
8 7 (17.07%) Cloudera
8 7 (17.07%) Big Data Analytics
8 7 (17.07%) MapReduce
8 7 (17.07%) Deep Learning
8 7 (17.07%) Computational Intelligence
8 7 (17.07%) NoSQL
8 7 (17.07%) R
8 7 (17.07%) Data Visualisation
8 7 (17.07%) Data Architecture
8 7 (17.07%) Telematics
8 7 (17.07%) Logistics

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 (19.51%) Apache Spark
2 3 (7.32%) SharePoint
3 2 (4.88%) SAS
Applications
1 3 (7.32%) Microsoft Excel
2 1 (2.44%) Microsoft Office
Business Applications
1 3 (7.32%) Dynamics AX
2 2 (4.88%) Movex
3 1 (2.44%) Cognos Business Intelligence
3 1 (2.44%) Dynamics CRM
3 1 (2.44%) Dynamics NAV
3 1 (2.44%) NetSuite
3 1 (2.44%) SAP Business One
Cloud Services
1 2 (4.88%) Amazon AWS
1 2 (4.88%) Google Cloud Platform
2 1 (2.44%) Microsoft Azure
Database & Business Intelligence
1 10 (24.39%) Big Data
1 10 (24.39%) Hadoop
2 9 (21.95%) Power BI
3 7 (17.07%) Data Warehouse
3 7 (17.07%) NoSQL
4 4 (9.76%) Relational Database
5 3 (7.32%) SQL Server
5 3 (7.32%) SQL Server Analysis Services
5 3 (7.32%) SQL Server Integration Services
6 2 (4.88%) BigQuery
6 2 (4.88%) OLAP
6 2 (4.88%) SAS Enterprise Guide
6 2 (4.88%) SQL Server Reporting Services
6 2 (4.88%) Star Schema
7 1 (2.44%) Apache Hive
7 1 (2.44%) Cognos Report Studio
7 1 (2.44%) Qlik Sense
7 1 (2.44%) SAS EBI
7 1 (2.44%) SQL Server 2014
7 1 (2.44%) SQL Server 2016
Development Applications
1 1 (2.44%) JIRA
1 1 (2.44%) Visual Studio
1 1 (2.44%) Visual Studio Team System
General
1 9 (21.95%) Finance
2 6 (14.63%) Retail
3 4 (9.76%) French Language
3 4 (9.76%) German Language
4 1 (2.44%) Banking
4 1 (2.44%) Financial Institution
4 1 (2.44%) Law
Job Titles
1 12 (29.27%) Analyst
2 7 (17.07%) Big Data Engineer
2 7 (17.07%) Data Engineer
3 6 (14.63%) Data Analyst
4 5 (12.20%) Architect
5 4 (9.76%) Administrator
5 4 (9.76%) Business Intelligence Developer
5 4 (9.76%) Developer
5 4 (9.76%) Development Engineer
5 4 (9.76%) Hadoop Engineer
5 4 (9.76%) Salesforce Administrator
5 4 (9.76%) SQL Analyst
6 3 (7.32%) Business Analyst
6 3 (7.32%) Data Business Analyst
6 3 (7.32%) Data Migration Analyst
6 3 (7.32%) Data Migration Business Analyst
6 3 (7.32%) Migration Analyst
6 3 (7.32%) SQL Data Analyst
7 2 (4.88%) Business Developer
7 2 (4.88%) Data Architect
Libraries, Frameworks & Software Standards
1 4 (9.76%) Web Services
2 1 (2.44%) .NET
2 1 (2.44%) ASP.NET
2 1 (2.44%) CSS
2 1 (2.44%) HTML
2 1 (2.44%) Kafka
2 1 (2.44%) MDX
2 1 (2.44%) XML
Miscellaneous
1 10 (24.39%) Data Structures
2 4 (9.76%) Analytical Skills
3 3 (7.32%) Taxonomies
4 2 (4.88%) Self-Motivation
4 2 (4.88%) Wiki
5 1 (2.44%) CMDB
5 1 (2.44%) Computer Science
5 1 (2.44%) Credit Risk
5 1 (2.44%) Management Information System
5 1 (2.44%) Reference Data
5 1 (2.44%) Smart Meter
5 1 (2.44%) Virtual Team
Processes & Methodologies
1 15 (36.59%) Business Intelligence
2 12 (29.27%) Analytics
3 11 (26.83%) Data Analysis
3 11 (26.83%) Visualisation
4 9 (21.95%) Data Management
5 8 (19.51%) Agile Software Development
5 8 (19.51%) Data Analytics
5 8 (19.51%) Data Development
6 7 (17.07%) Big Data Analytics
6 7 (17.07%) Computational Intelligence
6 7 (17.07%) Data Architecture
6 7 (17.07%) Data Visualisation
6 7 (17.07%) Deep Learning
6 7 (17.07%) ERP
6 7 (17.07%) Logistics
6 7 (17.07%) Machine Learning
6 7 (17.07%) MapReduce
6 7 (17.07%) TDD
6 7 (17.07%) Telematics
7 6 (14.63%) ETL
Programming Languages
1 22 (53.66%) SQL
2 8 (19.51%) Python
2 8 (19.51%) Scala
3 7 (17.07%) Java
3 7 (17.07%) MATLAB
3 7 (17.07%) R
4 2 (4.88%) JavaScript
4 2 (4.88%) T-SQL
4 2 (4.88%) VBA
5 1 (2.44%) C++
5 1 (2.44%) VBScript
Qualifications
1 3 (7.32%) Degree
2 2 (4.88%) TOGAF Certification
3 1 (2.44%) Computer Science Degree
3 1 (2.44%) Master's Degree
Quality Assurance & Compliance
1 2 (4.88%) GDPR
1 2 (4.88%) QA
Vendors
1 9 (21.95%) Tableau
2 7 (17.07%) Cloudera
3 6 (14.63%) Microsoft
4 4 (9.76%) Salesforce.com
5 3 (7.32%) Infor
5 3 (7.32%) JD Edwards
6 2 (4.88%) Google
7 1 (2.44%) Alteryx
7 1 (2.44%) Casewise
7 1 (2.44%) Cognos
7 1 (2.44%) Epicor
7 1 (2.44%) IBM
7 1 (2.44%) Oracle
7 1 (2.44%) Sage
7 1 (2.44%) SAP
7 1 (2.44%) Xero