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

Data Quality
South West > Bristol
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 183 176 164
Rank change year-on-year -7 -12 -5
Permanent jobs citing Data Quality 14 13 30
As % of all permanent IT jobs advertised in Bristol 0.37% 0.37% 0.83%
As % of the Quality Assurance & Compliance category 3.16% 3.26% 7.21%
Number of salaries quoted 13 11 20
Bristol median annual salary £43,750 £40,000 £50,000
Median salary % change year-on-year +9.38% -20.00% +35.14%
10th Percentile £31,250 £23,547 £29,375
90th Percentile £79,250 £65,000 £52,500
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 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 443 399 416
As % of all permanent IT jobs advertised in Bristol 11.80% 11.44% 11.49%
Number of salaries quoted 346 319 368
Bristol median annual salary £42,500 £42,500 £42,500
10th Percentile £23,688 £24,000 £24,500
90th Percentile £66,250 £71,250 £66,625
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 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 24 April 2018.

Salary histogram for Data Quality in Bristol

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 Bristol region with a requirement for Data Quality.

1 8 (57.14%) Business Intelligence
2 7 (50.00%) Stakeholder Management
2 7 (50.00%) Analytical Skills
3 6 (42.86%) Data Cleansing
4 5 (35.71%) SQL
4 5 (35.71%) Problem-Solving
4 5 (35.71%) Analytics
5 4 (28.57%) Tableau
5 4 (28.57%) Data Governance
5 4 (28.57%) Microsoft Excel
5 4 (28.57%) Finance
5 4 (28.57%) Data Architecture
6 3 (21.43%) Data Validation
6 3 (21.43%) Spotfire
6 3 (21.43%) QlikView
6 3 (21.43%) Agile Software Development
6 3 (21.43%) Data Management
6 3 (21.43%) Validation
6 3 (21.43%) SAS
6 3 (21.43%) Data Modelling
6 3 (21.43%) Microsoft
6 3 (21.43%) SPSS
6 3 (21.43%) T-SQL
6 3 (21.43%) SQL Server
6 3 (21.43%) Visualisation
6 3 (21.43%) R
6 3 (21.43%) Data Analytics
7 2 (14.29%) Scenario Testing
7 2 (14.29%) Test Planning
7 2 (14.29%) Master Data Management

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 3 (21.43%) SAS
2 1 (7.14%) Apache Spark
Applications
1 4 (28.57%) Microsoft Excel
2 3 (21.43%) SPSS
Database & Business Intelligence
1 3 (21.43%) QlikView
1 3 (21.43%) Spotfire
1 3 (21.43%) SQL Server
2 2 (14.29%) Big Data
2 2 (14.29%) Data Warehouse
3 1 (7.14%) Crystal Reports
3 1 (7.14%) Hadoop
3 1 (7.14%) SQL Server Integration Services
Development Applications
1 1 (7.14%) ERwin
1 1 (7.14%) SQL Server Management Studio (SSMS)
General
1 4 (28.57%) Finance
2 2 (14.29%) Electronics
2 2 (14.29%) Manufacturing
2 2 (14.29%) Marketing
2 2 (14.29%) Telecoms
3 1 (7.14%) Financial Institution
3 1 (7.14%) Legal
Job Titles
1 3 (21.43%) Analytics Consultant
1 3 (21.43%) Architect
1 3 (21.43%) Consultant
1 3 (21.43%) Data Analytics Consultant
1 3 (21.43%) Data Architect
1 3 (21.43%) Data Consultant
1 3 (21.43%) Senior Consultant
1 3 (21.43%) Senior Data Analytics Consultant
2 2 (14.29%) Analyst
2 2 (14.29%) Big Data Architect
2 2 (14.29%) Data Analyst
2 2 (14.29%) Senior Test Engineer
2 2 (14.29%) Team Leader
2 2 (14.29%) Technical Architect
2 2 (14.29%) Test Engineer
3 1 (7.14%) Business Intelligence Data Analyst
3 1 (7.14%) Business Systems Manager
3 1 (7.14%) Enterprise Architect
3 1 (7.14%) QA Test Engineer
3 1 (7.14%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (7.14%) .NET
Miscellaneous
1 7 (50.00%) Analytical Skills
2 1 (7.14%) Fintech
2 1 (7.14%) Management Information System
Processes & Methodologies
1 8 (57.14%) Business Intelligence
2 7 (50.00%) Stakeholder Management
3 6 (42.86%) Data Cleansing
4 5 (35.71%) Analytics
4 5 (35.71%) Problem-Solving
5 4 (28.57%) Data Architecture
5 4 (28.57%) Data Governance
6 3 (21.43%) Agile Software Development
6 3 (21.43%) Data Analytics
6 3 (21.43%) Data Management
6 3 (21.43%) Data Modelling
6 3 (21.43%) Data Validation
6 3 (21.43%) Validation
6 3 (21.43%) Visualisation
7 2 (14.29%) Master Data Management
7 2 (14.29%) Migration
7 2 (14.29%) Process Improvement
7 2 (14.29%) Scenario Testing
7 2 (14.29%) Stakeholder Engagement
7 2 (14.29%) Test Planning
Programming Languages
1 5 (35.71%) SQL
2 3 (21.43%) R
2 3 (21.43%) T-SQL
3 1 (7.14%) C#
3 1 (7.14%) VBA
Qualifications
1 2 (14.29%) Degree
Quality Assurance & Compliance
1 2 (14.29%) QA
System Software
1 1 (7.14%) HDFS
Vendors
1 4 (28.57%) Tableau
2 3 (21.43%) Microsoft
3 2 (14.29%) SAP
4 1 (7.14%) Capita