Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

Data Quality
England > East Midlands
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 196 195 174
Rank change year-on-year -1 -21 +51
Permanent jobs citing Data Quality 38 43 74
As % of all permanent IT jobs advertised in the East Midlands 0.72% 0.73% 1.17%
As % of the Quality Assurance & Compliance category 4.72% 5.96% 8.97%
Number of salaries quoted 27 27 49
East Midlands median annual salary £37,500 £45,000 £38,500
Median salary % change year-on-year -16.67% +16.88% -12.00%
10th Percentile £27,000 £32,250 £21,850
90th Percentile £65,500 £77,500 £75,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -5.66%

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 805 721 825
As % of all permanent IT jobs advertised in the East Midlands 15.35% 12.28% 12.99%
Number of salaries quoted 639 570 583
East Midlands median annual salary £42,555 £40,000 £40,000
Median salary % change year-on-year +6.39% - -
10th Percentile £26,250 £21,250 £23,500
90th Percentile £67,500 £65,000 £60,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 23 April 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 23 April 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
Northamptonshire +3 19 £58,750 +30.56% 1
Leicestershire +11 10 £37,000 -7.50% 2
Lincolnshire - 4 £26,000 -
Nottinghamshire -3 2 £72,500 +87.10% 2
Data Quality
England

For the 6 months to 23 April 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 28 (73.68%) SQL
2 15 (39.47%) Business Intelligence
2 15 (39.47%) Analytical Skills
3 11 (28.95%) Data Governance
3 11 (28.95%) Retail
3 11 (28.95%) Data Warehouse
3 11 (28.95%) Microsoft
4 10 (26.32%) Data Modelling
4 10 (26.32%) ETL
4 10 (26.32%) Data Architecture
5 8 (21.05%) Data Structures
6 7 (18.42%) Talend
6 7 (18.42%) Data Analysis
6 7 (18.42%) SQL Server Integration Services
6 7 (18.42%) SQL Server
6 7 (18.42%) Finance
7 6 (15.79%) Data Management
7 6 (15.79%) Microsoft Excel
7 6 (15.79%) SQL Server Reporting Services
8 5 (13.16%) Performance Management
8 5 (13.16%) Data Migration
8 5 (13.16%) Continuous Improvement
8 5 (13.16%) Microsoft Office
8 5 (13.16%) Agile Software Development
8 5 (13.16%) Banking
8 5 (13.16%) Management Information System
8 5 (13.16%) Migration
8 5 (13.16%) Multichannel Retail
8 5 (13.16%) Commercial Awareness
8 5 (13.16%) Problem-Solving

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 2 (5.26%) SAS
1 2 (5.26%) SharePoint
Applications
1 6 (15.79%) Microsoft Excel
2 5 (13.16%) Microsoft Office
3 1 (2.63%) SPSS
Cloud Services
1 1 (2.63%) Amazon AWS
1 1 (2.63%) Google Cloud Platform
1 1 (2.63%) Microsoft Azure
1 1 (2.63%) Office 365
Database & Business Intelligence
1 11 (28.95%) Data Warehouse
2 7 (18.42%) SQL Server
2 7 (18.42%) SQL Server Integration Services
3 6 (15.79%) SQL Server Reporting Services
4 3 (7.89%) Big Data
4 3 (7.89%) MS Access
4 3 (7.89%) PostgreSQL
5 2 (5.26%) Power BI
5 2 (5.26%) SQL Server Analysis Services
6 1 (2.63%) Amazon Redshift
6 1 (2.63%) BigQuery
6 1 (2.63%) Data Lake
6 1 (2.63%) MySQL
6 1 (2.63%) Pentaho
6 1 (2.63%) SQL Server 2016
General
1 11 (28.95%) Retail
2 7 (18.42%) Finance
3 5 (13.16%) Banking
4 2 (5.26%) Corporate Banking
5 1 (2.63%) Law
5 1 (2.63%) Legal
5 1 (2.63%) Marketing
Job Titles
1 15 (39.47%) Analyst
2 11 (28.95%) Data Analyst
3 8 (21.05%) SQL Analyst
3 8 (21.05%) SQL Data Analyst
4 7 (18.42%) Developer
5 6 (15.79%) Administrator
5 6 (15.79%) Data Quality Analyst
5 6 (15.79%) Quality Analyst
6 5 (13.16%) Architect
6 5 (13.16%) ETL Analyst
7 4 (10.53%) Data Architect
7 4 (10.53%) Salesforce Administrator
8 3 (7.89%) Analyst Developer
8 3 (7.89%) Senior Analyst
8 3 (7.89%) Senior Analyst Developer
8 3 (7.89%) Senior Developer
9 2 (5.26%) Ab Initio Consultant
9 2 (5.26%) DBA
9 2 (5.26%) Programme Manager
9 2 (5.26%) SQL DBA
Libraries, Frameworks & Software Standards
1 2 (5.26%) JSON
1 2 (5.26%) XML
2 1 (2.63%) .NET
2 1 (2.63%) COM
2 1 (2.63%) Web Services
Miscellaneous
1 15 (39.47%) Analytical Skills
2 8 (21.05%) Data Structures
3 5 (13.16%) Management Information System
4 3 (7.89%) NHS
4 3 (7.89%) Taxonomies
5 2 (5.26%) Credit Risk
5 2 (5.26%) Self-Motivation
6 1 (2.63%) EPoS
6 1 (2.63%) FMCG
Operating Systems
1 2 (5.26%) Unix
2 1 (2.63%) Debian
2 1 (2.63%) Linux
2 1 (2.63%) Windows
Processes & Methodologies
1 15 (39.47%) Business Intelligence
2 11 (28.95%) Data Governance
3 10 (26.32%) Data Architecture
3 10 (26.32%) Data Modelling
3 10 (26.32%) ETL
4 7 (18.42%) Data Analysis
5 6 (15.79%) Data Management
6 5 (13.16%) Agile Software Development
6 5 (13.16%) Commercial Awareness
6 5 (13.16%) Continuous Improvement
6 5 (13.16%) Data Migration
6 5 (13.16%) Migration
6 5 (13.16%) Multichannel Retail
6 5 (13.16%) Performance Management
6 5 (13.16%) Problem-Solving
7 4 (10.53%) Data Lineage
7 4 (10.53%) Enterprise Architecture
7 4 (10.53%) Stakeholder Management
8 3 (7.89%) ERP
8 3 (7.89%) Informatics
Programming Languages
1 28 (73.68%) SQL
2 3 (7.89%) T-SQL
3 1 (2.63%) C
3 1 (2.63%) C#
3 1 (2.63%) Data Analysis Expressions (DAX)
3 1 (2.63%) Perl
3 1 (2.63%) PowerShell
Qualifications
1 4 (10.53%) Degree
2 1 (2.63%) TOGAF Certification
Quality Assurance & Compliance
1 3 (7.89%) SLA
2 2 (5.26%) QA
3 1 (2.63%) GDPR
Systems Management
1 1 (2.63%) Systems Management Server (SMS)
Vendors
1 11 (28.95%) Microsoft
2 7 (18.42%) Talend
3 4 (10.53%) Salesforce.com
3 4 (10.53%) Tableau
4 3 (7.89%) SAP
5 2 (5.26%) Ab Initio
5 2 (5.26%) Cloudera
5 2 (5.26%) DataFlux
5 2 (5.26%) Informatica
5 2 (5.26%) MapR
5 2 (5.26%) MicroStrategy
5 2 (5.26%) Remedy
6 1 (2.63%) Google