Period
to 7 December 2019

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 7 December 2019 with a comparison to the same period in the previous 2 years.

Data Quality
England > South West
6 months to
7 Dec 2019
Same period 2018 Same period 2017
Rank 263 255 298
Rank change year-on-year -8 +43 0
Permanent jobs citing Data Quality 55 71 49
As % of all permanent IT jobs advertised in the South West 0.58% 0.71% 0.48%
As % of the Quality Assurance & Compliance category 5.23% 5.44% 4.22%
Number of salaries quoted 48 54 40
South West median annual salary £53,750 £55,000 £51,250
Median salary % change year-on-year -2.27% +7.32% +2.50%
10th Percentile £27,350 £41,250 £31,175
90th Percentile £78,250 £73,750 £77,500
England median annual salary £53,500 £55,000 £52,500
% change year-on-year -2.73% +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 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 1,051 1,304 1,161
As % of all permanent IT jobs advertised in the South West 11.11% 12.96% 11.37%
Number of salaries quoted 862 959 888
South West median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £24,775 £25,000 £26,250
90th Percentile £68,750 £65,000 £65,000
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - -

Data Quality
Job Vacancy Trend in the South West

Job postings citing Data Quality as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Data Quality in the South West over the 6 months to 7 December 2019.

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 7 December 2019. 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
Bristol +27 36 £55,000 +22.22% 2
Wiltshire -2 12 £43,126 -32.35% 2
Gloucestershire -38 3 £72,000 +20.00% 1
Somerset +9 1 £42,500 -39.29%
Dorset -5 1 £42,500 +41.67% 1
Devon -6 1 - - 1
Data Quality
England

For the 6 months to 7 December 2019, 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 26 (47.27%) Business Intelligence
2 23 (41.82%) Agile Software Development
3 19 (34.55%) Data Management
3 19 (34.55%) SQL
3 19 (34.55%) Analytical Skills
4 17 (30.91%) Mentoring
5 16 (29.09%) Banking
6 12 (21.82%) Microsoft Excel
6 12 (21.82%) Tableau
6 12 (21.82%) Data Governance
6 12 (21.82%) User Experience
6 12 (21.82%) Data Strategy
7 11 (20.00%) Analytics
7 11 (20.00%) Use Case
7 11 (20.00%) Data Architecture
7 11 (20.00%) ETL
8 10 (18.18%) Data Warehouse
8 10 (18.18%) Data Modelling
8 10 (18.18%) Project Management
9 8 (14.55%) Management Information System
9 8 (14.55%) Stakeholder Management
9 8 (14.55%) Visualisation
10 7 (12.73%) Power BI
10 7 (12.73%) Power Platform
10 7 (12.73%) Product Roadmap
10 7 (12.73%) Data Analytics
10 7 (12.73%) Oracle BI EE
10 7 (12.73%) Data Integration
10 7 (12.73%) SQL Server Integration Services
10 7 (12.73%) Change Management

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 4 (7.27%) BizTalk Server
Applications
1 12 (21.82%) Microsoft Excel
2 1 (1.82%) Microsoft Office
Business Applications
1 1 (1.82%) Dynamics CRM
Cloud Services
1 7 (12.73%) Power Platform
2 5 (9.09%) AWS
3 4 (7.27%) Azure
4 2 (3.64%) Amazon S3
4 2 (3.64%) GCP
5 1 (1.82%) Dynamics 365
5 1 (1.82%) Google Analytics
5 1 (1.82%) SaaS
5 1 (1.82%) Salesforce Sales Cloud
Database & Business Intelligence
1 10 (18.18%) Data Warehouse
2 7 (12.73%) Oracle BI EE
2 7 (12.73%) Power BI
2 7 (12.73%) SQL Server Integration Services
3 3 (5.45%) Amazon Redshift
3 3 (5.45%) Big Data
3 3 (5.45%) SQL Server Reporting Services
4 2 (3.64%) Amazon DynamoDB
4 2 (3.64%) Amazon RDS
4 2 (3.64%) BigQuery
5 1 (1.82%) Data Lake
5 1 (1.82%) Data Mining
5 1 (1.82%) Enterprise Data Warehouse
5 1 (1.82%) Hadoop
5 1 (1.82%) Looker
5 1 (1.82%) SAP HANA
5 1 (1.82%) Snowflake Schema
5 1 (1.82%) SQL Server
Development Applications
1 1 (1.82%) ProC
General
1 16 (29.09%) Banking
2 6 (10.91%) Finance
3 4 (7.27%) Marketing
4 2 (3.64%) Local Government
4 2 (3.64%) Public Sector
5 1 (1.82%) Games
5 1 (1.82%) Law
5 1 (1.82%) Legal
5 1 (1.82%) Publishing
5 1 (1.82%) Retail
Job Titles
1 10 (18.18%) Analyst
1 10 (18.18%) Architect
2 9 (16.36%) Data Manager
3 8 (14.55%) Data Governance Analyst
3 8 (14.55%) Data Governance Manager
3 8 (14.55%) Governance Manager
4 7 (12.73%) Solutions Architect
5 6 (10.91%) Senior Manager
6 5 (9.09%) Data Architect
6 5 (9.09%) Software Engineer
7 4 (7.27%) Insight Analyst
8 3 (5.45%) Administrator
8 3 (5.45%) Business Intelligence Analyst
8 3 (5.45%) Business Intelligence Developer
8 3 (5.45%) Developer
8 3 (5.45%) Senior Business Intelligence Developer
8 3 (5.45%) Senior Developer
9 2 (3.64%) Data Analyst
9 2 (3.64%) Junior
9 2 (3.64%) Systems Administrator
Libraries, Frameworks & Software Standards
1 5 (9.09%) HTML
2 3 (5.45%) MDX
3 1 (1.82%) Visualforce
Miscellaneous
1 19 (34.55%) Analytical Skills
2 12 (21.82%) User Experience
3 8 (14.55%) Management Information System
4 2 (3.64%) Algorithms
4 2 (3.64%) Public Cloud
5 1 (1.82%) Greenfield Project
5 1 (1.82%) Self-Motivation
5 1 (1.82%) Taxonomies
Processes & Methodologies
1 26 (47.27%) Business Intelligence
2 23 (41.82%) Agile Software Development
3 19 (34.55%) Data Management
4 17 (30.91%) Mentoring
5 12 (21.82%) Data Governance
5 12 (21.82%) Data Strategy
6 11 (20.00%) Analytics
6 11 (20.00%) Data Architecture
6 11 (20.00%) ETL
6 11 (20.00%) Use Case
7 10 (18.18%) Data Modelling
7 10 (18.18%) Project Management
8 8 (14.55%) Stakeholder Management
8 8 (14.55%) Visualisation
9 7 (12.73%) Change Management
9 7 (12.73%) CRM
9 7 (12.73%) Data Analytics
9 7 (12.73%) Data Integration
9 7 (12.73%) Product Roadmap
10 6 (10.91%) Demand Management
Programming Languages
1 19 (34.55%) SQL
2 7 (12.73%) VBA
3 6 (10.91%) Python
4 5 (9.09%) PHP
5 4 (7.27%) R
6 1 (1.82%) Apex Code
6 1 (1.82%) C#
6 1 (1.82%) Java
6 1 (1.82%) SOQL
Qualifications
1 3 (5.45%) Degree
2 2 (3.64%) Numerate Degree
2 2 (3.64%) SC Cleared
2 2 (3.64%) Security Cleared
Quality Assurance & Compliance
1 3 (5.45%) GDPR
2 1 (1.82%) ISO/IEC 27001
2 1 (1.82%) QA
Vendors
1 12 (21.82%) Tableau
2 3 (5.45%) MuleSoft
2 3 (5.45%) Talend
3 2 (3.64%) Google
3 2 (3.64%) Microsoft
3 2 (3.64%) Salesforce.com
4 1 (1.82%) Aderant
4 1 (1.82%) Ariba
4 1 (1.82%) Informatica
4 1 (1.82%) Intapp
4 1 (1.82%) LexisNexis
4 1 (1.82%) Pardot
4 1 (1.82%) Salesforce Marketing Cloud
4 1 (1.82%) SAP
4 1 (1.82%) Sun