Period
to 27 February 2020

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 27 February 2020 with a comparison to the same period in the previous 2 years.

Data Quality
Gloucestershire > Cheltenham
6 months to
27 Feb 2020
Same period 2019 Same period 2018
Rank 65 50 70
Rank change year-on-year -15 +20 +10
Permanent jobs citing Data Quality 8 12 3
As % of all permanent IT jobs advertised in Cheltenham 1.40% 2.42% 0.59%
As % of the Quality Assurance & Compliance category 17.78% 12.63% 6.82%
Number of salaries quoted 8 12 3
Cheltenham median annual salary £80,000 £55,000 £45,000
Median salary % change year-on-year +45.45% +22.22% -27.42%
Gloucestershire median annual salary £80,000 £55,000 £45,000
% change year-on-year +45.45% +22.22% -27.42%

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 Cheltenham with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Cheltenham
Permanent vacancies with a requirement for quality assurance or compliance skills 45 95 44
As % of all permanent IT jobs advertised in Cheltenham 7.85% 19.19% 8.64%
Number of salaries quoted 41 93 38
Cheltenham median annual salary £45,000 £38,000 £50,000
Median salary % change year-on-year +18.42% -24.00% +25.00%
10th Percentile £27,250 £27,875 £31,250
90th Percentile £80,000 £61,250 £67,975
Gloucestershire median annual salary £45,000 £39,000 £47,500
% change year-on-year +15.38% -17.89% +18.75%

Data Quality
Job Vacancy Trend in Cheltenham

Job postings citing Data Quality as a percentage of all IT jobs advertised in Cheltenham.

Job vacancy trend for Data Quality in Cheltenham

Data Quality
Salary Trend in Cheltenham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality in Cheltenham.

Salary trend for Data Quality in Cheltenham

Data Quality
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Data Quality in Cheltenham over the 6 months to 27 February 2020.

Salary histogram for Data Quality in Cheltenham

For the 6 months to 27 February 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 Cheltenham region with a requirement for Data Quality.

1 8 (100.00%) Marketing
2 7 (87.50%) Data Management
2 7 (87.50%) Data Architecture
2 7 (87.50%) Visualisation
2 7 (87.50%) Data Governance
2 7 (87.50%) Data Stewardship
2 7 (87.50%) Data Science
3 6 (75.00%) Management Information System
3 6 (75.00%) Finance
4 5 (62.50%) Postgraduate
4 5 (62.50%) Reference Data
4 5 (62.50%) Retail
4 5 (62.50%) Enterprise Architecture
4 5 (62.50%) Degree
4 5 (62.50%) Information Governance
5 3 (37.50%) Change Management
6 2 (25.00%) Agile Software Development
6 2 (25.00%) Data Modelling
6 2 (25.00%) SOA
6 2 (25.00%) ETL
6 2 (25.00%) Business Intelligence
6 2 (25.00%) Oracle BI EE
6 2 (25.00%) SQL Server Integration Services
6 2 (25.00%) Data Integration
6 2 (25.00%) Machine Learning
6 2 (25.00%) Talend
6 2 (25.00%) Amazon S3
6 2 (25.00%) AWS
6 2 (25.00%) Power Platform
6 2 (25.00%) Amazon DynamoDB

Data Quality
Co-occurring IT Skills in Cheltenham 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:

Applications
1 1 (12.50%) Microsoft Excel
Cloud Services
1 2 (25.00%) Amazon S3
1 2 (25.00%) AWS
1 2 (25.00%) Power Platform
Database & Business Intelligence
1 2 (25.00%) Amazon DynamoDB
1 2 (25.00%) Amazon RDS
1 2 (25.00%) Amazon Redshift
1 2 (25.00%) Oracle BI EE
1 2 (25.00%) Power BI
1 2 (25.00%) SQL Server Integration Services
General
1 8 (100.00%) Marketing
2 6 (75.00%) Finance
3 5 (62.50%) Retail
4 1 (12.50%) Legal
Job Titles
1 5 (62.50%) Head of Data Management
2 2 (25.00%) Architect
2 2 (25.00%) Data Architect
2 2 (25.00%) Solutions Architect
3 1 (12.50%) Administrator
3 1 (12.50%) Data Administrator
Miscellaneous
1 6 (75.00%) Management Information System
2 5 (62.50%) Reference Data
3 2 (25.00%) Algorithms
3 2 (25.00%) Analytical Skills
4 1 (12.50%) Self-Motivation
Processes & Methodologies
1 7 (87.50%) Data Architecture
1 7 (87.50%) Data Governance
1 7 (87.50%) Data Management
1 7 (87.50%) Data Science
1 7 (87.50%) Data Stewardship
1 7 (87.50%) Visualisation
2 5 (62.50%) Enterprise Architecture
2 5 (62.50%) Information Governance
3 3 (37.50%) Change Management
4 2 (25.00%) Agile Software Development
4 2 (25.00%) Data Engineering
4 2 (25.00%) Data Integration
4 2 (25.00%) Data Modelling
4 2 (25.00%) ETL
4 2 (25.00%) IT Strategy
4 2 (25.00%) Logical Data Model
4 2 (25.00%) Machine Learning
4 2 (25.00%) Master Data Management
4 2 (25.00%) Physical Data Model
4 2 (25.00%) SOA
Qualifications
1 5 (62.50%) Degree
1 5 (62.50%) Postgraduate
Quality Assurance & Compliance
1 1 (12.50%) GDPR
Vendors
1 2 (25.00%) MuleSoft
1 2 (25.00%) Talend
2 1 (12.50%) Aderant
2 1 (12.50%) Intapp
2 1 (12.50%) LexisNexis
2 1 (12.50%) Microsoft