Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Data Quality
England > East Midlands
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 179 186 209
Rank change year-on-year +7 +23 +23
Permanent jobs citing Data Quality 48 50 52
As % of all permanent IT jobs advertised in the East Midlands 0.94% 0.90% 0.80%
As % of the Quality Assurance & Compliance category 7.06% 8.10% 5.11%
Number of salaries quoted 34 34 32
East Midlands median annual salary £43,000 £45,000 £30,000
Median salary % change year-on-year -4.44% +50.00% -25.00%
10th Percentile £28,600 £22,250 £21,250
90th Percentile £83,375 £73,750 £53,625
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 680 617 1,017
As % of all permanent IT jobs advertised in the East Midlands 13.32% 11.10% 15.56%
Number of salaries quoted 551 490 759
East Midlands median annual salary £41,500 £42,500 £40,000
Median salary % change year-on-year -2.35% +6.25% -
10th Percentile £24,000 £22,475 £24,200
90th Percentile £66,250 £62,500 £63,750
England median annual salary £50,000 £49,000 £50,000
% change year-on-year +2.04% -2.00% +11.11%

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 19 July 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 19 July 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 -7 19 £65,000 +44.44% 1
Leicestershire +6 13 £42,500 -5.56%
Nottinghamshire +13 10 £42,500 +9.68% 4
Lincolnshire 0 3 £24,000 -20.00%
Data Quality
England

For the 6 months to 19 July 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 32 (66.67%) SQL
2 20 (41.67%) Business Intelligence
3 16 (33.33%) Data Warehouse
4 13 (27.08%) Finance
5 12 (25.00%) Data Modelling
5 12 (25.00%) Data Architecture
6 11 (22.92%) Agile Software Development
7 10 (20.83%) Retail
7 10 (20.83%) Data Analysis
7 10 (20.83%) Data Migration
7 10 (20.83%) Microsoft
7 10 (20.83%) Migration
8 9 (18.75%) SQL Server Integration Services
8 9 (18.75%) Data Management
8 9 (18.75%) Analytical Skills
9 8 (16.67%) Analytics
9 8 (16.67%) Data Structures
9 8 (16.67%) Salesforce.com
9 8 (16.67%) ETL
9 8 (16.67%) ERP
10 7 (14.58%) SQL Server
10 7 (14.58%) SQL Server Reporting Services
10 7 (14.58%) Big Data
11 6 (12.50%) Visualisation
11 6 (12.50%) Tableau
11 6 (12.50%) Taxonomies
11 6 (12.50%) Microsoft Excel
12 5 (10.42%) Microsoft Office
12 5 (10.42%) T-SQL
12 5 (10.42%) Stakeholder Management

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 3 (6.25%) Apache Spark
1 3 (6.25%) SharePoint
2 2 (4.17%) SAS
Applications
1 6 (12.50%) Microsoft Excel
2 5 (10.42%) Microsoft Office
3 1 (2.08%) SPSS
Business Applications
1 1 (2.08%) Dynamics AX
1 1 (2.08%) Dynamics CRM
1 1 (2.08%) Dynamics NAV
1 1 (2.08%) NetSuite
1 1 (2.08%) SAP Business One
Cloud Services
1 2 (4.17%) Amazon AWS
1 2 (4.17%) Google Cloud Platform
2 1 (2.08%) Microsoft Azure
Database & Business Intelligence
1 16 (33.33%) Data Warehouse
2 9 (18.75%) SQL Server Integration Services
3 7 (14.58%) Big Data
3 7 (14.58%) SQL Server
3 7 (14.58%) SQL Server Reporting Services
4 5 (10.42%) Hadoop
4 5 (10.42%) Power BI
5 4 (8.33%) SQL Server Analysis Services
6 3 (6.25%) MS Access
6 3 (6.25%) PostgreSQL
7 2 (4.17%) BigQuery
7 2 (4.17%) NoSQL
7 2 (4.17%) OLAP
7 2 (4.17%) SQL Server 2016
8 1 (2.08%) Amazon Redshift
8 1 (2.08%) Data Lake
8 1 (2.08%) Qlik Sense
8 1 (2.08%) Relational Database
8 1 (2.08%) SAS EBI
8 1 (2.08%) SQL Server 2014
Development Applications
1 1 (2.08%) Visual Studio
1 1 (2.08%) Visual Studio Team System
General
1 13 (27.08%) Finance
2 10 (20.83%) Retail
3 5 (10.42%) Banking
4 2 (4.17%) Corporate Banking
4 2 (4.17%) Law
5 1 (2.08%) Marketing
Job Titles
1 18 (37.50%) Analyst
2 10 (20.83%) Administrator
2 10 (20.83%) Data Analyst
3 8 (16.67%) Salesforce Administrator
4 7 (14.58%) Architect
4 7 (14.58%) Developer
4 7 (14.58%) SQL Analyst
5 6 (12.50%) SQL Data Analyst
6 4 (8.33%) Analyst Developer
7 3 (6.25%) Business Analyst
7 3 (6.25%) Data Architect
7 3 (6.25%) Data Business Analyst
7 3 (6.25%) Data Migration Analyst
7 3 (6.25%) Data Migration Business Analyst
7 3 (6.25%) IT Architect
7 3 (6.25%) Migration Analyst
7 3 (6.25%) Senior Analyst
7 3 (6.25%) Senior Analyst Developer
7 3 (6.25%) Senior Developer
7 3 (6.25%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (6.25%) Web Services
2 2 (4.17%) .NET
2 2 (4.17%) XML
3 1 (2.08%) ASP.NET
3 1 (2.08%) COM
3 1 (2.08%) HTML
3 1 (2.08%) JSON
3 1 (2.08%) Kafka
3 1 (2.08%) MDX
Miscellaneous
1 9 (18.75%) Analytical Skills
2 8 (16.67%) Data Structures
3 6 (12.50%) Taxonomies
4 5 (10.42%) Management Information System
5 3 (6.25%) NHS
6 2 (4.17%) Credit Risk
7 1 (2.08%) EPoS
7 1 (2.08%) FMCG
7 1 (2.08%) Self-Motivation
7 1 (2.08%) Virtual Team
Operating Systems
1 2 (4.17%) Unix
2 1 (2.08%) Debian
2 1 (2.08%) Linux
Processes & Methodologies
1 20 (41.67%) Business Intelligence
2 12 (25.00%) Data Architecture
2 12 (25.00%) Data Modelling
3 11 (22.92%) Agile Software Development
4 10 (20.83%) Data Analysis
4 10 (20.83%) Data Migration
4 10 (20.83%) Migration
5 9 (18.75%) Data Management
6 8 (16.67%) Analytics
6 8 (16.67%) ERP
6 8 (16.67%) ETL
7 6 (12.50%) Visualisation
8 5 (10.42%) Master Data Management
8 5 (10.42%) Performance Management
8 5 (10.42%) Stakeholder Management
8 5 (10.42%) TOGAF
9 4 (8.33%) Data Development
9 4 (8.33%) Enterprise Architecture
9 4 (8.33%) Scorecard
10 3 (6.25%) Commercial Awareness
Programming Languages
1 32 (66.67%) SQL
2 5 (10.42%) T-SQL
3 3 (6.25%) Scala
4 2 (4.17%) Java
4 2 (4.17%) JavaScript
4 2 (4.17%) MATLAB
4 2 (4.17%) Python
4 2 (4.17%) R
5 1 (2.08%) C
5 1 (2.08%) Data Analysis Expressions (DAX)
5 1 (2.08%) Perl
5 1 (2.08%) PowerShell
Qualifications
1 4 (8.33%) Degree
2 3 (6.25%) TOGAF Certification
Quality Assurance & Compliance
1 2 (4.17%) QA
2 1 (2.08%) SLA
Vendors
1 10 (20.83%) Microsoft
2 8 (16.67%) Salesforce.com
3 6 (12.50%) Tableau
4 4 (8.33%) SAP
5 3 (6.25%) Cloudera
6 2 (4.17%) Ab Initio
6 2 (4.17%) Google
7 1 (2.08%) Alteryx
7 1 (2.08%) DataFlux
7 1 (2.08%) Epicor
7 1 (2.08%) Infor
7 1 (2.08%) Informatica
7 1 (2.08%) MapR
7 1 (2.08%) MicroStrategy
7 1 (2.08%) Remedy
7 1 (2.08%) Sage
7 1 (2.08%) Talend
7 1 (2.08%) Xero