Period
to 22 January 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Data Quality
England > East Midlands
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 209 221 173
Rank change year-on-year +12 -48 +55
Permanent jobs citing Data Quality 22 24 86
As % of all permanent IT jobs advertised in the East Midlands 0.42% 0.40% 1.23%
As % of the Quality Assurance & Compliance category 2.76% 2.80% 9.24%
Number of salaries quoted 16 17 54
East Midlands median annual salary £41,750 £45,000 £45,000
Median salary % change year-on-year -7.22% - -
10th Percentile £27,500 £24,950 £28,275
90th Percentile £61,250 £77,500 £75,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 796 856 931
As % of all permanent IT jobs advertised in the East Midlands 15.35% 14.18% 13.26%
Number of salaries quoted 626 652 677
East Midlands median annual salary £45,000 £42,500 £38,500
Median salary % change year-on-year +5.88% +10.39% -3.75%
10th Percentile £27,500 £23,275 £23,703
90th Percentile £65,000 £63,750 £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 22 January 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 22 January 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 +19 11 £57,500 +27.78%
Leicestershire +25 4 £30,000 +1.69% 2
Derbyshire -8 4 £43,750 -41.67% 2
Lincolnshire -3 2 £42,500 -5.56%
Data Quality
England

For the 6 months to 22 January 2018, 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 East Midlands region with a requirement for Data Quality.

1 12 (54.55%) SQL
2 10 (45.45%) ETL
2 10 (45.45%) Data Management
2 10 (45.45%) Data Governance
2 10 (45.45%) Analytical Skills
3 7 (31.82%) Talend
3 7 (31.82%) Data Architecture
4 6 (27.27%) Retail
4 6 (27.27%) Data Structures
4 6 (27.27%) Multichannel Retail
5 5 (22.73%) Management Information System
5 5 (22.73%) Microsoft
5 5 (22.73%) Business Intelligence
6 4 (18.18%) Data Modelling
6 4 (18.18%) Stakeholder Management
6 4 (18.18%) Collaborative Working
7 3 (13.64%) Continuous Improvement
7 3 (13.64%) Analytics
7 3 (13.64%) Migration
7 3 (13.64%) Workflow
7 3 (13.64%) Finance
7 3 (13.64%) Agile Software Development
7 3 (13.64%) Data Migration
7 3 (13.64%) Data Analysis
7 3 (13.64%) Data Warehouse
8 2 (9.09%) ERP
8 2 (9.09%) SQL Server
8 2 (9.09%) Microsoft Office
8 2 (9.09%) SAP
8 2 (9.09%) SLA

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 1 (4.55%) SAS
Applications
1 2 (9.09%) Microsoft Office
2 1 (4.55%) Microsoft Excel
Business Applications
1 2 (9.09%) SAP MDM
1 2 (9.09%) SAP MM
Cloud Services
1 1 (4.55%) Amazon AWS
1 1 (4.55%) Google Cloud Platform
1 1 (4.55%) Microsoft Azure
1 1 (4.55%) Office 365
Database & Business Intelligence
1 3 (13.64%) Data Warehouse
2 2 (9.09%) SQL Server
3 1 (4.55%) Big Data
3 1 (4.55%) BigQuery
3 1 (4.55%) NoSQL
3 1 (4.55%) Pentaho
3 1 (4.55%) Power BI
3 1 (4.55%) RDBMS
3 1 (4.55%) Relational Database
3 1 (4.55%) SQL Server Analysis Services
3 1 (4.55%) SQL Server Integration Services
Development Applications
1 1 (4.55%) ERwin
General
1 6 (27.27%) Retail
2 3 (13.64%) Finance
3 2 (9.09%) Legal
4 1 (4.55%) Banking
Job Titles
1 10 (45.45%) Analyst
2 7 (31.82%) Data Analyst
3 6 (27.27%) Data Quality Analyst
3 6 (27.27%) ETL Analyst
3 6 (27.27%) Quality Analyst
3 6 (27.27%) SQL Analyst
3 6 (27.27%) SQL Data Analyst
4 4 (18.18%) Architect
4 4 (18.18%) Data Architect
5 3 (13.64%) Developer
6 2 (9.09%) Data Manager
6 2 (9.09%) Programme Manager
6 2 (9.09%) SAP Analyst
6 2 (9.09%) SAP MDM Analyst
6 2 (9.09%) SEO Manager
6 2 (9.09%) SQL Developer
7 1 (4.55%) 1st Line Support Analyst
7 1 (4.55%) Enterprise Data Architect
7 1 (4.55%) Head of Data Quality
7 1 (4.55%) Salesforce Administrator
Libraries, Frameworks & Software Standards
1 1 (4.55%) COM
1 1 (4.55%) JSON
1 1 (4.55%) XML
Miscellaneous
1 10 (45.45%) Analytical Skills
2 6 (27.27%) Data Structures
3 5 (22.73%) Management Information System
4 1 (4.55%) AS400
4 1 (4.55%) iSeries
4 1 (4.55%) User Experience
Operating Systems
1 1 (4.55%) Windows
Processes & Methodologies
1 10 (45.45%) Data Governance
1 10 (45.45%) Data Management
1 10 (45.45%) ETL
2 7 (31.82%) Data Architecture
3 6 (27.27%) Multichannel Retail
4 5 (22.73%) Business Intelligence
5 4 (18.18%) Collaborative Working
5 4 (18.18%) Data Modelling
5 4 (18.18%) Stakeholder Management
6 3 (13.64%) Agile Software Development
6 3 (13.64%) Analytics
6 3 (13.64%) Continuous Improvement
6 3 (13.64%) Data Analysis
6 3 (13.64%) Data Migration
6 3 (13.64%) Migration
6 3 (13.64%) Workflow
7 2 (9.09%) Enterprise Architecture
7 2 (9.09%) ERP
7 2 (9.09%) User Acceptance Testing
7 2 (9.09%) Validation
Programming Languages
1 12 (54.55%) SQL
2 1 (4.55%) C#
Qualifications
1 1 (4.55%) Degree
Quality Assurance & Compliance
1 2 (9.09%) GDPR
1 2 (9.09%) SLA
2 1 (4.55%) QA
Systems Management
1 1 (4.55%) Systems Management Server (SMS)
Vendors
1 7 (31.82%) Talend
2 5 (22.73%) Microsoft
3 2 (9.09%) SAP
3 2 (9.09%) Tableau
4 1 (4.55%) Cloudera
4 1 (4.55%) DataFlux
4 1 (4.55%) Google
4 1 (4.55%) Informatica
4 1 (4.55%) MapR
4 1 (4.55%) MicroStrategy
4 1 (4.55%) Remedy
4 1 (4.55%) Salesforce.com