Period
to 17 October 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 17 October 2018 with a comparison to the same period in the previous 2 years.

Data Quality
South West > Bristol
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 157 191 153
Rank change year-on-year +34 -38 +6
Permanent jobs citing Data Quality 33 14 26
As % of all permanent IT jobs advertised in Bristol 0.90% 0.37% 0.81%
As % of the Quality Assurance & Compliance category 6.60% 3.41% 6.95%
Number of salaries quoted 28 8 24
Bristol median annual salary £56,250 £47,500 £51,000
Median salary % change year-on-year +18.42% -6.86% +45.71%
10th Percentile £42,113 £25,050 £30,100
90th Percentile £63,750 £60,625 £77,125
South West median annual salary £50,000 £45,000 £50,000
% change year-on-year +11.11% -10.00% +15.84%

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 500 411 374
As % of all permanent IT jobs advertised in Bristol 13.65% 10.80% 11.66%
Number of salaries quoted 359 312 315
Bristol median annual salary £43,500 £40,000 £43,500
Median salary % change year-on-year +8.75% -8.05% +4.82%
10th Percentile £25,000 £25,500 £25,000
90th Percentile £63,750 £65,000 £77,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.47%

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 17 October 2018.

Salary histogram for Data Quality in Bristol

For the 6 months to 17 October 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 17 (51.52%) Agile Software Development
2 16 (48.48%) Analytical Skills
3 15 (45.45%) CRM
3 15 (45.45%) Data Warehouse
3 15 (45.45%) BusinessObjects
4 14 (42.42%) ETL
4 14 (42.42%) SQL Server
4 14 (42.42%) SQL Server Reporting Services
5 13 (39.39%) SQL Server Integration Services
5 13 (39.39%) Requirements Analysis
5 13 (39.39%) Quality Management
5 13 (39.39%) Web Services
5 13 (39.39%) XML
5 13 (39.39%) C#
5 13 (39.39%) .NET
5 13 (39.39%) Oracle
5 13 (39.39%) Trillium
5 13 (39.39%) Informatica
5 13 (39.39%) PowerCenter
5 13 (39.39%) RDBMS
5 13 (39.39%) IBM
5 13 (39.39%) Microsoft
5 13 (39.39%) QualityStage
5 13 (39.39%) QMS
5 13 (39.39%) SQL Server 2008
5 13 (39.39%) V-Model
5 13 (39.39%) Waterfall
5 13 (39.39%) SAP Data Services
5 13 (39.39%) Relational Database
6 12 (36.36%) Business Intelligence

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 7 (21.21%) SAS
Applications
1 7 (21.21%) SPSS
Cloud Services
1 1 (3.03%) Amazon AWS
Database & Business Intelligence
1 15 (45.45%) BusinessObjects
1 15 (45.45%) Data Warehouse
2 14 (42.42%) SQL Server
2 14 (42.42%) SQL Server Reporting Services
3 13 (39.39%) PowerCenter
3 13 (39.39%) QualityStage
3 13 (39.39%) RDBMS
3 13 (39.39%) Relational Database
3 13 (39.39%) SAP Data Services
3 13 (39.39%) SQL Server 2008
3 13 (39.39%) SQL Server Integration Services
4 9 (27.27%) QlikView
5 7 (21.21%) Spotfire
6 2 (6.06%) SAP BW
7 1 (3.03%) Big Data
7 1 (3.03%) Data Mart
7 1 (3.03%) Power BI
General
1 5 (15.15%) Retail
2 2 (6.06%) Manufacturing
3 1 (3.03%) Banking
3 1 (3.03%) Finance
Job Titles
1 13 (39.39%) Project Leader
2 7 (21.21%) Analytics Consultant
2 7 (21.21%) Consultant
2 7 (21.21%) Data Analytics Consultant
2 7 (21.21%) Data Consultant
2 7 (21.21%) Senior Consultant
2 7 (21.21%) Senior Data Analytics Consultant
3 5 (15.15%) Analyst
4 4 (12.12%) Customer Services Manager
4 4 (12.12%) Product Manager
5 2 (6.06%) Business Analyst
5 2 (6.06%) Business Intelligence Analyst
5 2 (6.06%) Business Systems Analyst
5 2 (6.06%) Project Manager
6 1 (3.03%) Administrator
6 1 (3.03%) Business Manager
6 1 (3.03%) Graduate
6 1 (3.03%) Junior
6 1 (3.03%) Systems Administrator
6 1 (3.03%) Systems Analyst
Libraries, Frameworks & Software Standards
1 13 (39.39%) .NET
1 13 (39.39%) Web Services
1 13 (39.39%) XML
Miscellaneous
1 16 (48.48%) Analytical Skills
2 2 (6.06%) Data Structures
2 2 (6.06%) Self-Motivation
3 1 (3.03%) Computer Science
Processes & Methodologies
1 17 (51.52%) Agile Software Development
2 15 (45.45%) CRM
3 14 (42.42%) ETL
4 13 (39.39%) QMS
4 13 (39.39%) Quality Management
4 13 (39.39%) Requirements Analysis
4 13 (39.39%) V-Model
4 13 (39.39%) Waterfall
5 12 (36.36%) Business Intelligence
6 10 (30.30%) Analytics
7 8 (24.24%) Data Analytics
7 8 (24.24%) Visualisation
8 7 (21.21%) Data Cleansing
8 7 (21.21%) Data Governance
8 7 (21.21%) Problem-Solving
8 7 (21.21%) Stakeholder Management
9 4 (12.12%) Process Improvement
9 4 (12.12%) Software Engineering
10 3 (9.09%) Data Modelling
10 3 (9.09%) Project Management
Programming Languages
1 13 (39.39%) C#
2 7 (21.21%) R
3 3 (9.09%) SQL
Qualifications
1 1 (3.03%) Degree
Vendors
1 13 (39.39%) IBM
1 13 (39.39%) Informatica
1 13 (39.39%) Microsoft
1 13 (39.39%) Oracle
1 13 (39.39%) Trillium
2 9 (27.27%) Tableau
3 4 (12.12%) Salesforce.com
4 2 (6.06%) Baan
4 2 (6.06%) SAP