Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Data Quality
South West > Bristol
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 181 162 149
Rank change year-on-year -19 -13 -1
Permanent jobs citing Data Quality 15 14 43
As % of all permanent IT jobs advertised in Bristol 0.41% 0.44% 1.18%
As % of the Quality Assurance & Compliance category 3.49% 4.49% 9.39%
Number of salaries quoted 12 13 32
Bristol median annual salary £44,375 £51,250 £37,500
Median salary % change year-on-year -13.41% +36.67% -6.25%
10th Percentile £28,325 £27,000 £28,625
90th Percentile £58,375 £54,375 £50,000
South West median annual salary £50,000 £51,250 £43,164
% change year-on-year -2.44% +18.73% +1.56%

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 Bristol with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Bristol
Permanent vacancies with a requirement for quality assurance or compliance skills 430 312 458
As % of all permanent IT jobs advertised in Bristol 11.89% 9.81% 12.62%
Number of salaries quoted 321 244 378
Bristol median annual salary £42,500 £45,000 £44,849
Median salary % change year-on-year -5.56% +0.34% +22.87%
10th Percentile £25,000 £24,750 £24,500
90th Percentile £67,000 £75,000 £63,750
South West median annual salary £40,000 £40,000 £41,000
% change year-on-year - -2.44% +6.49%

Data Quality
Job Vacancy Trend in Bristol

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

Job vacancy trend for Data Quality in Bristol

Data Quality
Salary Trend in Bristol

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

Salary trend for Data Quality in Bristol

Data Quality
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Quality in Bristol over the 6 months to 22 January 2018.

Salary histogram for Data Quality in Bristol

For the 6 months to 22 January 2018, IT jobs citing Data Quality also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bristol region with a requirement for Data Quality.

1 9 (60.00%) SQL
2 7 (46.67%) Business Intelligence
2 7 (46.67%) Data Cleansing
2 7 (46.67%) Analytical Skills
3 6 (40.00%) Data Validation
3 6 (40.00%) Validation
3 6 (40.00%) T-SQL
4 5 (33.33%) Microsoft Excel
4 5 (33.33%) ETL
4 5 (33.33%) R
5 4 (26.67%) Tableau
5 4 (26.67%) Finance
5 4 (26.67%) Agile Software Development
5 4 (26.67%) SQL Server Integration Services
5 4 (26.67%) CRM
5 4 (26.67%) Data Warehouse
6 3 (20.00%) C#
6 3 (20.00%) Python
6 3 (20.00%) VBA
6 3 (20.00%) .NET
6 3 (20.00%) SQL Server
6 3 (20.00%) Crystal Reports
6 3 (20.00%) QA
6 3 (20.00%) Manual Testing
6 3 (20.00%) Software Testing
6 3 (20.00%) Data Analytics
6 3 (20.00%) Analytics
6 3 (20.00%) SQL Server Management Studio (SSMS)
6 3 (20.00%) Test Planning
6 3 (20.00%) Visualisation

Data Quality
Co-occurring IT Skills in Bristol 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 (13.33%) Apache Spark
1 2 (13.33%) SAS
Applications
1 5 (33.33%) Microsoft Excel
2 2 (13.33%) SPSS
Cloud Services
1 2 (13.33%) Amazon AWS
1 2 (13.33%) Google Cloud Platform
2 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 4 (26.67%) Data Warehouse
1 4 (26.67%) SQL Server Integration Services
2 3 (20.00%) Crystal Reports
2 3 (20.00%) SQL Server
3 2 (13.33%) Apache Hive
3 2 (13.33%) Big Data
3 2 (13.33%) Hadoop
3 2 (13.33%) QlikView
3 2 (13.33%) Spotfire
4 1 (6.67%) Azure SQL Database
4 1 (6.67%) Pentaho
Development Applications
1 3 (20.00%) SQL Server Management Studio (SSMS)
General
1 4 (26.67%) Finance
2 2 (13.33%) Electronics
2 2 (13.33%) Legal
2 2 (13.33%) Manufacturing
2 2 (13.33%) Marketing
2 2 (13.33%) Telecoms
Job Titles
1 5 (33.33%) Analyst
1 5 (33.33%) Data Analyst
2 3 (20.00%) Senior Test Engineer
2 3 (20.00%) Test Engineer
3 2 (13.33%) Business Intelligence Analyst
3 2 (13.33%) Business Intelligence Data Analyst
3 2 (13.33%) Consultant
3 2 (13.33%) Data Analytics Consultant
3 2 (13.33%) Data Consultant
3 2 (13.33%) QA Engineer
3 2 (13.33%) QA Test Engineer
3 2 (13.33%) Senior Analyst
3 2 (13.33%) Senior Business Intelligence Analyst
3 2 (13.33%) Senior Consultant
3 2 (13.33%) Senior Data Analyst
3 2 (13.33%) Senior Data Analytics Consultant
3 2 (13.33%) Senior QA Engineer
3 2 (13.33%) SQL Analyst
3 2 (13.33%) Systems Analyst
3 2 (13.33%) Team Leader
Libraries, Frameworks & Software Standards
1 3 (20.00%) .NET
2 1 (6.67%) Web Services
Miscellaneous
1 7 (46.67%) Analytical Skills
2 2 (13.33%) Management Information System
3 1 (6.67%) Data Structures
Processes & Methodologies
1 7 (46.67%) Business Intelligence
1 7 (46.67%) Data Cleansing
2 6 (40.00%) Data Validation
2 6 (40.00%) Validation
3 5 (33.33%) ETL
4 4 (26.67%) Agile Software Development
4 4 (26.67%) CRM
5 3 (20.00%) Analytics
5 3 (20.00%) Data Analytics
5 3 (20.00%) Manual Testing
5 3 (20.00%) Scenario Testing
5 3 (20.00%) Software Testing
5 3 (20.00%) Test Planning
5 3 (20.00%) Visualisation
6 2 (13.33%) Data Governance
6 2 (13.33%) Digital Marketing
6 2 (13.33%) Process Improvement
6 2 (13.33%) Programme Management
6 2 (13.33%) Stakeholder Engagement
6 2 (13.33%) Stakeholder Management
Programming Languages
1 9 (60.00%) SQL
2 6 (40.00%) T-SQL
3 5 (33.33%) R
4 3 (20.00%) C#
4 3 (20.00%) Python
4 3 (20.00%) VBA
5 2 (13.33%) VBScript
6 1 (6.67%) VB
Qualifications
1 2 (13.33%) Degree
Quality Assurance & Compliance
1 3 (20.00%) QA
Vendors
1 4 (26.67%) Tableau
2 2 (13.33%) Google
2 2 (13.33%) Microsoft
2 2 (13.33%) SAP
3 1 (6.67%) Capita
3 1 (6.67%) Informatica