Period
to 25 September 2018

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 25 September 2018 with a comparison to the same period in the previous 2 years.

Data Quality
South West > Gloucestershire
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 108 136 156
Rank change year-on-year +28 +20 -17
Permanent jobs citing Data Quality 22 9 5
As % of all permanent IT jobs advertised in Gloucestershire 1.31% 0.55% 0.24%
As % of the Quality Assurance & Compliance category 11.83% 6.29% 1.97%
Number of salaries quoted 12 7 5
Gloucestershire median annual salary £62,500 £42,500 £52,000
Median salary % change year-on-year +47.06% -18.27% +31.65%
10th Percentile £41,250 £38,750 £40,500
90th Percentile £72,500 £46,900 £61,188
South West median annual salary £47,500 £45,000 £50,000
% change year-on-year +5.56% -10.00% +11.11%

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 186 143 254
As % of all permanent IT jobs advertised in Gloucestershire 11.08% 8.78% 12.07%
Number of salaries quoted 143 103 202
Gloucestershire median annual salary £50,000 £45,000 £40,000
Median salary % change year-on-year +11.11% +12.50% +3.90%
10th Percentile £22,100 £23,000 £21,250
90th Percentile £66,250 £71,250 £70,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +2.56%

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 25 September 2018.

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 25 September 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
Gloucester +13 7 - -
Cirencester +17 6 £65,000 -
Cheltenham - 6 £53,750 -
Filton -2 1 - -
Fairford - 1 - -
Data Quality
South West

For the 6 months to 25 September 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 Gloucestershire region with a requirement for Data Quality.

1 11 (50.00%) Business Intelligence
2 10 (45.45%) Data Management
3 9 (40.91%) Microsoft
4 8 (36.36%) Data Transformation
5 7 (31.82%) Analytics
5 7 (31.82%) Finance
6 6 (27.27%) Project Management
6 6 (27.27%) Agile Software Development
7 5 (22.73%) ETL
7 5 (22.73%) Data Warehouse
7 5 (22.73%) Data Analysis
8 4 (18.18%) DevOps
8 4 (18.18%) Stakeholder Management
9 3 (13.64%) Scala
9 3 (13.64%) Unix
9 3 (13.64%) Java
9 3 (13.64%) Microsoft Office
9 3 (13.64%) Shell Script
9 3 (13.64%) Validation
9 3 (13.64%) Migration
9 3 (13.64%) Python
9 3 (13.64%) Apache Spark
9 3 (13.64%) Data Engineering
9 3 (13.64%) Fintech
9 3 (13.64%) Root Cause Analysis
9 3 (13.64%) Machine Learning
9 3 (13.64%) Data Deduplication
9 3 (13.64%) Creative Problem-Solving
9 3 (13.64%) Greenfield Project
9 3 (13.64%) Data Science

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 3 (13.64%) Apache Spark
2 1 (4.55%) Blackberry Enterprise Server
2 1 (4.55%) Confluence
Applications
1 3 (13.64%) Microsoft Office
2 2 (9.09%) Microsoft PowerPoint
Cloud Services
1 1 (4.55%) Amazon AWS
1 1 (4.55%) Amazon EC2
1 1 (4.55%) Amazon S3
1 1 (4.55%) Amazon SQS
Database & Business Intelligence
1 5 (22.73%) Data Warehouse
2 1 (4.55%) Amazon Redshift
2 1 (4.55%) BusinessObjects
2 1 (4.55%) DataStage
2 1 (4.55%) NoSQL
2 1 (4.55%) PostgreSQL
2 1 (4.55%) Relational Database
2 1 (4.55%) SQL Server Integration Services
Development Applications
1 1 (4.55%) Atlassian Bamboo
1 1 (4.55%) Bitbucket
1 1 (4.55%) Git (software)
1 1 (4.55%) IntelliJ
1 1 (4.55%) JIRA
General
1 7 (31.82%) Finance
2 1 (4.55%) Retail
Job Titles
1 9 (40.91%) Data Manager
2 5 (22.73%) Analyst
3 4 (18.18%) Data Analyst
4 3 (13.64%) Data Engineer
5 2 (9.09%) Database Analyst
5 2 (9.09%) Pensions Analyst
5 2 (9.09%) Project Manager
5 2 (9.09%) Systems Analyst
6 1 (4.55%) 3rd Line Support Engineer
6 1 (4.55%) Business Analyst
6 1 (4.55%) Data Business Analyst
6 1 (4.55%) Data Quality Manager
6 1 (4.55%) Data Quality Project Manager
6 1 (4.55%) Data Scientist
6 1 (4.55%) Developer
6 1 (4.55%) ETL Developer
6 1 (4.55%) Pensions Business Analyst
6 1 (4.55%) Senior Database Analyst
6 1 (4.55%) Strategy Manager
6 1 (4.55%) Support Engineer
Libraries, Frameworks & Software Standards
1 1 (4.55%) Java EE
1 1 (4.55%) JSON
1 1 (4.55%) Spring
1 1 (4.55%) XML
Miscellaneous
1 3 (13.64%) Fintech
1 3 (13.64%) Greenfield Project
2 2 (9.09%) Management Information System
3 1 (4.55%) Analytical Skills
3 1 (4.55%) Blackberry
3 1 (4.55%) Handset
3 1 (4.55%) Self-Motivation
Operating Systems
1 3 (13.64%) Unix
2 2 (9.09%) Windows
3 1 (4.55%) Windows Server 2003
3 1 (4.55%) Windows Server 2008
3 1 (4.55%) Windows XP
Processes & Methodologies
1 11 (50.00%) Business Intelligence
2 10 (45.45%) Data Management
3 8 (36.36%) Data Transformation
4 7 (31.82%) Analytics
5 6 (27.27%) Agile Software Development
5 6 (27.27%) Project Management
6 5 (22.73%) Data Analysis
6 5 (22.73%) ETL
7 4 (18.18%) DevOps
7 4 (18.18%) Stakeholder Management
8 3 (13.64%) Creative Problem-Solving
8 3 (13.64%) Data Deduplication
8 3 (13.64%) Data Engineering
8 3 (13.64%) Data Science
8 3 (13.64%) Machine Learning
8 3 (13.64%) Migration
8 3 (13.64%) Problem-Solving
8 3 (13.64%) Root Cause Analysis
8 3 (13.64%) Validation
9 2 (9.09%) Decision-Making
Programming Languages
1 3 (13.64%) Java
1 3 (13.64%) Python
1 3 (13.64%) Scala
1 3 (13.64%) Shell Script
2 2 (9.09%) SQL
2 2 (9.09%) VBA
Qualifications
1 1 (4.55%) Security Cleared
System Software
1 1 (4.55%) Active Directory
Systems Management
1 1 (4.55%) SCCM
Vendors
1 9 (40.91%) Microsoft
2 1 (4.55%) Atlassian
2 1 (4.55%) Informatica
2 1 (4.55%) SAP
2 1 (4.55%) Talend