Period
to 20 August 2019

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 20 August 2019 with a comparison to the same period in the previous 2 years.

Data Quality
South West > Gloucestershire
6 months to
20 Aug 2019
Same period 2018 Same period 2017
Rank 145 115 146
Rank change year-on-year -30 +31 +12
Permanent jobs citing Data Quality 2 20 6
As % of all permanent IT jobs advertised in Gloucestershire 0.11% 1.19% 0.36%
As % of the Quality Assurance & Compliance category 1.25% 9.80% 4.32%
Number of salaries quoted 2 12 4
Gloucestershire median annual salary £41,750 £62,500 £42,500
Median salary % change year-on-year -33.20% +47.06% -18.27%
10th Percentile £29,075 £41,250 £41,250
90th Percentile £57,025 £72,500 £45,675
South West median annual salary £47,500 £50,000 £50,990
% change year-on-year -5.00% -1.94% +13.31%

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 Gloucestershire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Gloucestershire
Permanent vacancies with a requirement for quality assurance or compliance skills 160 204 139
As % of all permanent IT jobs advertised in Gloucestershire 9.10% 12.13% 8.43%
Number of salaries quoted 120 158 98
Gloucestershire median annual salary £45,500 £50,000 £45,269
Median salary % change year-on-year -9.00% +10.45% +6.52%
10th Percentile £32,500 £23,200 £21,250
90th Percentile £61,250 £66,250 £71,250
South West median annual salary £44,500 £42,500 £42,500
% change year-on-year +4.71% - +6.25%

Data Quality
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Data Quality in Gloucestershire

Data Quality
Salary Trend in Gloucestershire

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

Salary trend for Data Quality in Gloucestershire

Data Quality
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Quality in Gloucestershire over the 6 months to 20 August 2019.

Salary histogram for Data Quality in Gloucestershire

Data Quality
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Gloucestershire region over the 6 months to 20 August 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
Cheltenham +1 2 £41,750 -22.33% 2
Data Quality
South West

For the 6 months to 20 August 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 Gloucestershire region with a requirement for Data Quality.

1 2 (100.00%) Retail
2 1 (50.00%) Data Management
2 1 (50.00%) Data Analysis
2 1 (50.00%) Software Engineering
2 1 (50.00%) JSON
2 1 (50.00%) Data Cleansing
2 1 (50.00%) Git (software)
2 1 (50.00%) Mercurial
2 1 (50.00%) Scala
2 1 (50.00%) Hadoop
2 1 (50.00%) Amazon AWS
2 1 (50.00%) Open Source
2 1 (50.00%) Clojure
2 1 (50.00%) SciPy
2 1 (50.00%) Natural Language Processing
2 1 (50.00%) Data Governance
2 1 (50.00%) Root Cause Analysis
2 1 (50.00%) Neo4j
2 1 (50.00%) Machine Learning
2 1 (50.00%) Big Data
2 1 (50.00%) Kafka
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Stewardship
2 1 (50.00%) Analytics
2 1 (50.00%) Apache Avro
2 1 (50.00%) DevOps
2 1 (50.00%) LexisNexis
2 1 (50.00%) Pandas
2 1 (50.00%) Apache Spark
2 1 (50.00%) Algorithms

Data Quality
Co-occurring IT Skills in Gloucestershire 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 (50.00%) Apache
1 1 (50.00%) Apache Spark
Applications
1 1 (50.00%) Microsoft Excel
Cloud Services
1 1 (50.00%) Amazon AWS
Database & Business Intelligence
1 1 (50.00%) Big Data
1 1 (50.00%) Data Lake
1 1 (50.00%) Hadoop
1 1 (50.00%) Neo4j
Development Applications
1 1 (50.00%) Git (software)
1 1 (50.00%) Mercurial
General
1 2 (100.00%) Retail
2 1 (50.00%) Games
2 1 (50.00%) Law
2 1 (50.00%) Legal
2 1 (50.00%) Publishing
Job Titles
1 1 (50.00%) Data Engineer
1 1 (50.00%) Data Steward
Libraries, Frameworks & Software Standards
1 1 (50.00%) Apache Avro
1 1 (50.00%) JSON
1 1 (50.00%) Kafka
1 1 (50.00%) Natural Language Processing
1 1 (50.00%) Pandas
1 1 (50.00%) scikit-learn
1 1 (50.00%) SciPy
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Self-Motivation
Operating Systems
1 1 (50.00%) Unix
Processes & Methodologies
1 1 (50.00%) Analytics
1 1 (50.00%) Co-Creation
1 1 (50.00%) Data Analysis
1 1 (50.00%) Data Analytics
1 1 (50.00%) Data Cleansing
1 1 (50.00%) Data Governance
1 1 (50.00%) Data Ingestion
1 1 (50.00%) Data Management
1 1 (50.00%) Data Science
1 1 (50.00%) Data Stewardship
1 1 (50.00%) DevOps
1 1 (50.00%) Machine Learning
1 1 (50.00%) Open Source
1 1 (50.00%) Problem-Solving
1 1 (50.00%) Quality Management
1 1 (50.00%) Root Cause Analysis
1 1 (50.00%) SDLC
1 1 (50.00%) Software Engineering
Programming Languages
1 1 (50.00%) Clojure
1 1 (50.00%) Cypher
1 1 (50.00%) Java
1 1 (50.00%) Python
1 1 (50.00%) Scala
1 1 (50.00%) Shell Script
1 1 (50.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) GDPR
Vendors
1 1 (50.00%) Aderant
1 1 (50.00%) Intapp
1 1 (50.00%) LexisNexis
1 1 (50.00%) Microsoft