Period
to 12 August 2020

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 12 August 2020 with a comparison to the same period in the previous 2 years.

Data Quality
England > South West
6 months to
12 Aug 2020
Same period 2019 Same period 2018
Rank 194 239 256
Rank change year-on-year +45 +17 +34
Permanent jobs citing Data Quality 21 98 87
As % of all permanent jobs advertised in the South West 0.49% 0.98% 0.83%
As % of the Quality Assurance & Compliance category 4.04% 7.91% 6.38%
Number of salaries quoted 11 54 60
Median annual salary £72,500 £47,500 £50,000
Median salary % change year-on-year +52.63% -5.00% -1.94%
10th Percentile £52,500 £26,250 £32,400
90th Percentile £77,500 £78,250 £73,750
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +7.92%

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 South West with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
South West
Permanent vacancies with a requirement for quality assurance or compliance skills 520 1,239 1,364
As % of all permanent IT jobs advertised in the South West 12.19% 12.33% 12.97%
Number of salaries quoted 365 904 1,002
Median annual salary £47,500 £44,750 £42,500
Median salary % change year-on-year +6.15% +5.29% -
10th Percentile £25,200 £25,825 £24,775
90th Percentile £77,500 £70,000 £65,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +2.04%

Data Quality
Job Vacancy Trend in the South West

Job postings citing Data Quality as a proportion of all IT jobs advertised in the South West.

Job vacancy trend for Data Quality in the South West

Data Quality
Salary Trend in the South West

3-month moving average salary quoted in jobs citing Data Quality in the South West.

Salary trend for Data Quality in the South West

Data Quality
Salary Histogram in the South West

Salary distribution for jobs citing Data Quality in the South West over the 6 months to 12 August 2020.

Salary histogram for Data Quality in the South West

Data Quality
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the South West region over the 6 months to 12 August 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
Wiltshire +58 10 £72,500 -12.65%
Gloucestershire +56 5 £75,000 +79.64%
Bristol +1 4 £43,346 -3.68%
Dorset +45 1 - -
Devon +26 1 - - 1
Data Quality
England

For the 6 months to 12 August 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 South West region with a requirement for Data Quality.

1 13 (61.90%) Analytical Skills
2 10 (47.62%) Business Intelligence
2 10 (47.62%) Agile Software Development
2 10 (47.62%) Data Management
3 9 (42.86%) Analytics
4 8 (38.10%) Security Cleared
5 7 (33.33%) AWS
5 7 (33.33%) Data Governance
5 7 (33.33%) Scrum
5 7 (33.33%) Data Modelling
6 6 (28.57%) Degree
6 6 (28.57%) Data Architecture
6 6 (28.57%) Logical Data Model
6 6 (28.57%) Physical Data Model
6 6 (28.57%) Power BI
6 6 (28.57%) Power Platform
7 5 (23.81%) Data Science
7 5 (23.81%) GitLab
7 5 (23.81%) ForgeRock
7 5 (23.81%) Machine Learning
7 5 (23.81%) SailPoint
7 5 (23.81%) OAuth
7 5 (23.81%) Test Automation
7 5 (23.81%) NetIQ eDirectory
7 5 (23.81%) SC Cleared
7 5 (23.81%) OpenID
7 5 (23.81%) BDD
7 5 (23.81%) Marketing
7 5 (23.81%) TDD
7 5 (23.81%) NDS

Data Quality
Co-occurring IT Skills in the South West 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 5 (23.81%) Oracle Workflow
Applications
1 1 (4.76%) Microsoft Excel
Cloud Services
1 7 (33.33%) AWS
2 6 (28.57%) Power Platform
3 2 (9.52%) Amazon S3
Database & Business Intelligence
1 6 (28.57%) Power BI
2 2 (9.52%) Amazon DynamoDB
2 2 (9.52%) Amazon RDS
2 2 (9.52%) Amazon Redshift
2 2 (9.52%) Oracle BI EE
2 2 (9.52%) QlikView
2 2 (9.52%) SQL Server Integration Services
3 1 (4.76%) Data Warehouse
Development Applications
1 5 (23.81%) GitLab
General
1 5 (23.81%) Marketing
2 4 (19.05%) Finance
3 3 (14.29%) Legal
3 3 (14.29%) Retail
Job Titles
1 6 (28.57%) Architect
1 6 (28.57%) Data Architect
2 5 (23.81%) Developer
3 4 (19.05%) Analyst
4 3 (14.29%) IAM Developer
5 2 (9.52%) Information Analyst
5 2 (9.52%) MI Analyst
6 1 (4.76%) Data Analyst
6 1 (4.76%) Head of Information
6 1 (4.76%) Information Officer
6 1 (4.76%) MI Officer
6 1 (4.76%) Senior Analyst
6 1 (4.76%) Solutions Architect
6 1 (4.76%) TOGAF Architect
Libraries, Frameworks & Software Standards
1 5 (23.81%) LDAP
1 5 (23.81%) OAuth
1 5 (23.81%) OpenID
1 5 (23.81%) SailPoint
1 5 (23.81%) SAML
1 5 (23.81%) XML
2 3 (14.29%) Web Services
Miscellaneous
1 13 (61.90%) Analytical Skills
2 4 (19.05%) Data Structures
2 4 (19.05%) Management Information System
3 2 (9.52%) Algorithms
4 1 (4.76%) Renewable Energy
Processes & Methodologies
1 10 (47.62%) Agile Software Development
1 10 (47.62%) Business Intelligence
1 10 (47.62%) Data Management
2 9 (42.86%) Analytics
3 7 (33.33%) Data Governance
3 7 (33.33%) Data Modelling
3 7 (33.33%) Scrum
4 6 (28.57%) Data Architecture
4 6 (28.57%) Logical Data Model
4 6 (28.57%) Physical Data Model
5 5 (23.81%) BDD
5 5 (23.81%) Data Science
5 5 (23.81%) Identity Management
5 5 (23.81%) Machine Learning
5 5 (23.81%) TDD
5 5 (23.81%) Test Automation
5 5 (23.81%) Workflow
6 4 (19.05%) Data Security
6 4 (19.05%) Line Management
6 4 (19.05%) TOGAF
Programming Languages
1 5 (23.81%) Java
2 4 (19.05%) SQL
Qualifications
1 8 (38.10%) Security Cleared
2 6 (28.57%) Degree
3 5 (23.81%) SC Cleared
4 3 (14.29%) MBA
Quality Assurance & Compliance
1 3 (14.29%) QA
System Software
1 5 (23.81%) Active Directory
1 5 (23.81%) NDS
1 5 (23.81%) NetIQ eDirectory
Systems Management
1 5 (23.81%) NetIQ Identity Manager
2 4 (19.05%) Oracle Identity Manager
2 4 (19.05%) Tivoli
2 4 (19.05%) Tivoli Identity Manager
3 2 (9.52%) Oracle Identity Management
Vendors
1 5 (23.81%) ForgeRock
1 5 (23.81%) NetIQ
1 5 (23.81%) Oracle
2 4 (19.05%) Okta
3 3 (14.29%) Novell
4 2 (9.52%) IBM
4 2 (9.52%) MuleSoft
4 2 (9.52%) Ping Identity
4 2 (9.52%) Talend