Period
to 24 April 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 24 April 2018 with a comparison to the same period in the previous 2 years.

Data Quality
South West > Gloucestershire
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 118 151 144
Rank change year-on-year +33 -7 -8
Permanent jobs citing Data Quality 10 3 2
As % of all permanent IT jobs advertised in Gloucestershire 0.66% 0.16% 0.100%
As % of the Quality Assurance & Compliance category 6.80% 1.73% 0.90%
Number of salaries quoted 10 3 2
Gloucestershire median annual salary £45,000 £62,000 £23,250
Median salary % change year-on-year -27.42% +166.67% -49.46%
10th Percentile £41,000 £62,000 £19,575
90th Percentile £62,875 £76,600 £27,525
South West median annual salary £45,000 £50,990 £50,000
% change year-on-year -11.75% +1.98% +25.00%

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 147 173 222
As % of all permanent IT jobs advertised in Gloucestershire 9.70% 9.24% 11.08%
Number of salaries quoted 126 147 180
Gloucestershire median annual salary £48,750 £40,000 £41,250
Median salary % change year-on-year +21.88% -3.03% +8.55%
10th Percentile £31,250 £23,000 £24,750
90th Percentile £69,375 £65,000 £75,106
South West median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +11.84%

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 24 April 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 24 April 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
Cheltenham +4 5 £45,000 -27.42% 1
Gloucester - 3 £45,000 -
Data Quality
South West

For the 6 months to 24 April 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 7 (70.00%) Data Governance
2 5 (50.00%) QA
2 5 (50.00%) Data Warehouse
2 5 (50.00%) Business Intelligence
2 5 (50.00%) Finance
3 4 (40.00%) IBM
3 4 (40.00%) SQL
3 4 (40.00%) IBM InfoSphere
3 4 (40.00%) Analytics
4 3 (30.00%) Information Governance
4 3 (30.00%) Data Engineering
4 3 (30.00%) Data Lineage
4 3 (30.00%) GDPR
4 3 (30.00%) Microsoft
4 3 (30.00%) ETL
4 3 (30.00%) Teradata
5 2 (20.00%) SQL Server 2008
5 2 (20.00%) Scala
5 2 (20.00%) SaaS
5 2 (20.00%) Process Improvement
5 2 (20.00%) Root Cause Analysis
5 2 (20.00%) Machine Learning
5 2 (20.00%) Microsoft Azure
5 2 (20.00%) Continuous Improvement
5 2 (20.00%) SQL Server 2012
5 2 (20.00%) SQL Server 2005
5 2 (20.00%) Dynamics CRM
5 2 (20.00%) SQL Server Integration Services
5 2 (20.00%) Agile Software Development
5 2 (20.00%) Asset Management

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 2 (20.00%) Apache Spark
2 1 (10.00%) SAS
Applications
1 1 (10.00%) Microsoft Office
1 1 (10.00%) Microsoft PowerPoint
Business Applications
1 2 (20.00%) Dynamics CRM
Cloud Services
1 2 (20.00%) Microsoft Azure
1 2 (20.00%) SaaS
2 1 (10.00%) Azure Active Directory
Database & Business Intelligence
1 5 (50.00%) Data Warehouse
2 4 (40.00%) IBM InfoSphere
3 2 (20.00%) Data Lake
3 2 (20.00%) DataStage
3 2 (20.00%) DB2
3 2 (20.00%) Power BI
3 2 (20.00%) SQL Server
3 2 (20.00%) SQL Server 2005
3 2 (20.00%) SQL Server 2008
3 2 (20.00%) SQL Server 2012
3 2 (20.00%) SQL Server 2016
3 2 (20.00%) SQL Server Integration Services
4 1 (10.00%) Big Data
4 1 (10.00%) BusinessObjects
4 1 (10.00%) DB2 UDB
4 1 (10.00%) QlikView
4 1 (10.00%) Relational Database
4 1 (10.00%) SQL Server Analysis Services
4 1 (10.00%) SQL Server Reporting Services
General
1 5 (50.00%) Finance
2 1 (10.00%) Manufacturing
Job Titles
1 3 (30.00%) Analyst
1 3 (30.00%) Data Analyst
2 2 (20.00%) Data Engineer
2 2 (20.00%) Governance Manager
2 2 (20.00%) Information Governance Manager
2 2 (20.00%) Information Manager
2 2 (20.00%) QA Manager
2 2 (20.00%) Quality Manager
3 1 (10.00%) Big Data Engineer
3 1 (10.00%) Business Analyst
3 1 (10.00%) Business Intelligence Lead
3 1 (10.00%) Data Analytics Engineer
3 1 (10.00%) Data Business Analyst
3 1 (10.00%) Developer
3 1 (10.00%) Pensions Analyst
3 1 (10.00%) Pensions Business Analyst
3 1 (10.00%) Power BI Developer
3 1 (10.00%) Python Engineer
3 1 (10.00%) Senior Analyst
3 1 (10.00%) Systems Analyst
Miscellaneous
1 1 (10.00%) Algorithms
1 1 (10.00%) Greenfield Project
Operating Systems
1 1 (10.00%) Unix
Processes & Methodologies
1 7 (70.00%) Data Governance
2 5 (50.00%) Business Intelligence
3 4 (40.00%) Analytics
4 3 (30.00%) Data Engineering
4 3 (30.00%) Data Lineage
4 3 (30.00%) ETL
4 3 (30.00%) Information Governance
5 2 (20.00%) Agile Software Development
5 2 (20.00%) Asset Management
5 2 (20.00%) Continuous Improvement
5 2 (20.00%) CRM
5 2 (20.00%) Data Analysis
5 2 (20.00%) Data Management
5 2 (20.00%) Data Modelling
5 2 (20.00%) Decision-Making
5 2 (20.00%) ERP
5 2 (20.00%) IT Strategy
5 2 (20.00%) Machine Learning
5 2 (20.00%) Process Improvement
5 2 (20.00%) Root Cause Analysis
Programming Languages
1 4 (40.00%) SQL
2 2 (20.00%) Java
2 2 (20.00%) Python
2 2 (20.00%) Scala
2 2 (20.00%) Shell Script
2 2 (20.00%) T-SQL
3 1 (10.00%) PL/SQL
3 1 (10.00%) U-SQL
3 1 (10.00%) VBA
Quality Assurance & Compliance
1 5 (50.00%) QA
2 3 (30.00%) GDPR
3 1 (10.00%) Solvency II
System Software
1 1 (10.00%) Active Directory
Vendors
1 4 (40.00%) IBM
2 3 (30.00%) Microsoft
2 3 (30.00%) Teradata
3 2 (20.00%) MicroStrategy
3 2 (20.00%) Oracle
4 1 (10.00%) Cognos
4 1 (10.00%) DataFlux
4 1 (10.00%) Tableau