Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Data Quality
South West > Gloucestershire
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 107 140 152
Rank change year-on-year +33 +12 -11
Permanent jobs citing Data Quality 25 6 4
As % of all permanent IT jobs advertised in Gloucestershire 1.50% 0.35% 0.19%
As % of the Quality Assurance & Compliance category 12.56% 4.65% 1.59%
Number of salaries quoted 19 4 4
Gloucestershire median annual salary £46,000 £42,500 £48,566
Median salary % change year-on-year +8.24% -12.49% +22.95%
10th Percentile £41,250 £41,250 £39,750
90th Percentile £72,500 £45,675 £62,238
South West median annual salary £45,000 £50,495 £44,375
% change year-on-year -10.88% +13.79% +4.41%

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 199 129 251
As % of all permanent IT jobs advertised in Gloucestershire 11.95% 7.56% 11.98%
Number of salaries quoted 156 90 208
Gloucestershire median annual salary £46,000 £45,269 £42,500
Median salary % change year-on-year +1.61% +6.52% +13.33%
10th Percentile £27,500 £21,250 £23,000
90th Percentile £66,250 £71,250 £75,000
South West median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +6.67%

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 19 July 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 19 July 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 - 9 £45,000 -
Cirencester +24 6 £65,000 - 2
Gloucester - 5 £45,000 -
Filton -3 1 - -
Fairford - 1 - -
Data Quality
South West

For the 6 months to 19 July 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 (44.00%) Business Intelligence
1 11 (44.00%) Finance
2 10 (40.00%) Analytics
3 9 (36.00%) Data Warehouse
4 8 (32.00%) Agile Software Development
4 8 (32.00%) Data Management
5 7 (28.00%) ETL
5 7 (28.00%) Microsoft
6 6 (24.00%) Project Management
6 6 (24.00%) Data Governance
6 6 (24.00%) Data Analysis
7 5 (20.00%) SQL
7 5 (20.00%) Data Engineering
8 4 (16.00%) Data Science
8 4 (16.00%) Java
8 4 (16.00%) Python
8 4 (16.00%) IBM
8 4 (16.00%) Shell Script
8 4 (16.00%) Stakeholder Management
8 4 (16.00%) QA
8 4 (16.00%) Scala
8 4 (16.00%) Root Cause Analysis
8 4 (16.00%) Machine Learning
8 4 (16.00%) IBM InfoSphere
8 4 (16.00%) Data Transformation
8 4 (16.00%) DevOps
8 4 (16.00%) Apache Spark
9 3 (12.00%) Information Governance
9 3 (12.00%) Continuous Improvement
9 3 (12.00%) SQL Server Integration Services

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 4 (16.00%) Apache Spark
2 1 (4.00%) Blackberry Enterprise Server
2 1 (4.00%) Confluence
Applications
1 3 (12.00%) Microsoft Office
2 2 (8.00%) Microsoft PowerPoint
Business Applications
1 2 (8.00%) Dynamics CRM
Cloud Services
1 2 (8.00%) Microsoft Azure
1 2 (8.00%) SaaS
2 1 (4.00%) Amazon AWS
2 1 (4.00%) Amazon EC2
2 1 (4.00%) Amazon S3
2 1 (4.00%) Amazon SQS
2 1 (4.00%) Azure Active Directory
Database & Business Intelligence
1 9 (36.00%) Data Warehouse
2 4 (16.00%) IBM InfoSphere
3 3 (12.00%) DataStage
3 3 (12.00%) SQL Server Integration Services
4 2 (8.00%) Data Lake
4 2 (8.00%) DB2
4 2 (8.00%) Relational Database
4 2 (8.00%) SQL Server
4 2 (8.00%) SQL Server 2005
4 2 (8.00%) SQL Server 2008
4 2 (8.00%) SQL Server 2012
4 2 (8.00%) SQL Server 2016
5 1 (4.00%) Amazon Redshift
5 1 (4.00%) Big Data
5 1 (4.00%) DB2 UDB
5 1 (4.00%) NoSQL
5 1 (4.00%) PostgreSQL
5 1 (4.00%) Power BI
5 1 (4.00%) SQL Server Analysis Services
5 1 (4.00%) SQL Server Reporting Services
Development Applications
1 1 (4.00%) Atlassian Bamboo
1 1 (4.00%) Bitbucket
1 1 (4.00%) Git (software)
1 1 (4.00%) IntelliJ
1 1 (4.00%) JIRA
General
1 11 (44.00%) Finance
2 1 (4.00%) Manufacturing
2 1 (4.00%) Retail
Job Titles
1 6 (24.00%) Analyst
2 5 (20.00%) Data Analyst
2 5 (20.00%) Data Manager
3 4 (16.00%) Data Engineer
4 2 (8.00%) Database Analyst
4 2 (8.00%) Developer
4 2 (8.00%) Governance Manager
4 2 (8.00%) Information Governance Manager
4 2 (8.00%) Information Manager
4 2 (8.00%) Pensions Analyst
4 2 (8.00%) Project Manager
4 2 (8.00%) QA Manager
4 2 (8.00%) Quality Manager
4 2 (8.00%) Senior Analyst
4 2 (8.00%) Systems Analyst
5 1 (4.00%) Business Analyst
5 1 (4.00%) Business Intelligence Lead
5 1 (4.00%) Pensions Administrator
5 1 (4.00%) Power BI Developer
5 1 (4.00%) Project Quality Manager
Libraries, Frameworks & Software Standards
1 1 (4.00%) Java EE
1 1 (4.00%) JSON
1 1 (4.00%) Spring
1 1 (4.00%) XML
Miscellaneous
1 3 (12.00%) Fintech
1 3 (12.00%) Greenfield Project
2 2 (8.00%) Management Information System
3 1 (4.00%) Analytical Skills
3 1 (4.00%) Blackberry
3 1 (4.00%) Handset
3 1 (4.00%) Self-Motivation
Operating Systems
1 3 (12.00%) Unix
2 2 (8.00%) Windows
3 1 (4.00%) Windows Server 2003
3 1 (4.00%) Windows Server 2008
3 1 (4.00%) Windows XP
Processes & Methodologies
1 11 (44.00%) Business Intelligence
2 10 (40.00%) Analytics
3 8 (32.00%) Agile Software Development
3 8 (32.00%) Data Management
4 7 (28.00%) ETL
5 6 (24.00%) Data Analysis
5 6 (24.00%) Data Governance
5 6 (24.00%) Project Management
6 5 (20.00%) Data Engineering
7 4 (16.00%) Data Science
7 4 (16.00%) Data Transformation
7 4 (16.00%) DevOps
7 4 (16.00%) Machine Learning
7 4 (16.00%) Root Cause Analysis
7 4 (16.00%) Stakeholder Management
8 3 (12.00%) Data Modelling
8 3 (12.00%) Decision-Making
8 3 (12.00%) Migration
8 3 (12.00%) Problem-Solving
8 3 (12.00%) Validation
Programming Languages
1 5 (20.00%) SQL
2 4 (16.00%) Java
2 4 (16.00%) Python
2 4 (16.00%) Scala
2 4 (16.00%) Shell Script
3 2 (8.00%) T-SQL
3 2 (8.00%) VBA
4 1 (4.00%) PL/SQL
4 1 (4.00%) U-SQL
Qualifications
1 1 (4.00%) Security Cleared
Quality Assurance & Compliance
1 4 (16.00%) QA
2 2 (8.00%) GDPR
System Software
1 2 (8.00%) Active Directory
Systems Management
1 1 (4.00%) SCCM
Vendors
1 7 (28.00%) Microsoft
2 4 (16.00%) IBM
3 3 (12.00%) Teradata
4 2 (8.00%) MicroStrategy
4 2 (8.00%) Oracle
5 1 (4.00%) Atlassian
5 1 (4.00%) Informatica
5 1 (4.00%) SAP
5 1 (4.00%) Talend