Period
to 22 July 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 July 2018 with a comparison to the same period in the previous 2 years.

Data Quality
South West > Bristol
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 169 186 164
Rank change year-on-year +17 -22 +16
Permanent jobs citing Data Quality 28 15 28
As % of all permanent IT jobs advertised in Bristol 0.72% 0.39% 0.80%
As % of the Quality Assurance & Compliance category 5.47% 3.39% 6.91%
Number of salaries quoted 21 11 21
Bristol median annual salary £62,500 £50,000 £50,000
Median salary % change year-on-year +25.00% - +41.84%
10th Percentile £40,000 £24,250 £28,000
90th Percentile £63,750 £65,000 £81,250
South West median annual salary £45,000 £50,495 £45,000
% change year-on-year -10.88% +12.21% +5.88%

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 512 443 405
As % of all permanent IT jobs advertised in Bristol 13.20% 11.49% 11.57%
Number of salaries quoted 407 351 353
Bristol median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £25,750 £25,000 £24,500
90th Percentile £63,750 £65,000 £71,250
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 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 July 2018.

Salary histogram for Data Quality in Bristol

For the 6 months to 22 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 Bristol region with a requirement for Data Quality.

1 14 (50.00%) Agile Software Development
2 12 (42.86%) SQL Server
2 12 (42.86%) CRM
3 11 (39.29%) Analytical Skills
4 10 (35.71%) Data Warehouse
4 10 (35.71%) ETL
4 10 (35.71%) Business Intelligence
4 10 (35.71%) Microsoft
4 10 (35.71%) SQL Server Reporting Services
5 9 (32.14%) Trillium
5 9 (32.14%) SQL Server Integration Services
5 9 (32.14%) Requirements Analysis
5 9 (32.14%) Quality Management
5 9 (32.14%) BusinessObjects
5 9 (32.14%) Informatica
5 9 (32.14%) PowerCenter
5 9 (32.14%) QualityStage
5 9 (32.14%) RDBMS
5 9 (32.14%) IBM
5 9 (32.14%) Web Services
5 9 (32.14%) XML
5 9 (32.14%) C#
5 9 (32.14%) .NET
5 9 (32.14%) Oracle
5 9 (32.14%) Relational Database
5 9 (32.14%) QMS
5 9 (32.14%) SQL Server 2008
5 9 (32.14%) V-Model
5 9 (32.14%) Waterfall
5 9 (32.14%) SAP Data Services

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 4 (14.29%) SAS
2 1 (3.57%) Apache Spark
Applications
1 4 (14.29%) SPSS
2 1 (3.57%) Microsoft Excel
Cloud Services
1 1 (3.57%) Amazon AWS
Database & Business Intelligence
1 12 (42.86%) SQL Server
2 10 (35.71%) Data Warehouse
2 10 (35.71%) SQL Server Reporting Services
3 9 (32.14%) BusinessObjects
3 9 (32.14%) PowerCenter
3 9 (32.14%) QualityStage
3 9 (32.14%) RDBMS
3 9 (32.14%) Relational Database
3 9 (32.14%) SAP Data Services
3 9 (32.14%) SQL Server 2008
3 9 (32.14%) SQL Server Integration Services
4 4 (14.29%) QlikView
4 4 (14.29%) Spotfire
5 2 (7.14%) Big Data
6 1 (3.57%) Hadoop
Development Applications
1 1 (3.57%) ERwin
General
1 5 (17.86%) Retail
2 2 (7.14%) Finance
3 1 (3.57%) Electronics
3 1 (3.57%) Financial Institution
3 1 (3.57%) Manufacturing
3 1 (3.57%) Marketing
3 1 (3.57%) Telecoms
Job Titles
1 9 (32.14%) Project Leader
2 4 (14.29%) Analytics Consultant
2 4 (14.29%) Consultant
2 4 (14.29%) Customer Services Manager
2 4 (14.29%) Data Analytics Consultant
2 4 (14.29%) Data Consultant
2 4 (14.29%) Product Manager
2 4 (14.29%) Senior Consultant
2 4 (14.29%) Senior Data Analytics Consultant
3 3 (10.71%) Analyst
4 2 (7.14%) Architect
4 2 (7.14%) Big Data Architect
4 2 (7.14%) Business Intelligence Analyst
4 2 (7.14%) Business Manager
4 2 (7.14%) Data Architect
4 2 (7.14%) Project Manager
5 1 (3.57%) Business Intelligence Manager
5 1 (3.57%) Enterprise Data Architect
5 1 (3.57%) Junior Analyst
5 1 (3.57%) Junior Systems Analyst
Libraries, Frameworks & Software Standards
1 9 (32.14%) .NET
1 9 (32.14%) Web Services
1 9 (32.14%) XML
Miscellaneous
1 11 (39.29%) Analytical Skills
2 2 (7.14%) Data Structures
2 2 (7.14%) Self-Motivation
3 1 (3.57%) Fintech
Processes & Methodologies
1 14 (50.00%) Agile Software Development
2 12 (42.86%) CRM
3 10 (35.71%) Business Intelligence
3 10 (35.71%) ETL
4 9 (32.14%) QMS
4 9 (32.14%) Quality Management
4 9 (32.14%) Requirements Analysis
4 9 (32.14%) V-Model
4 9 (32.14%) Waterfall
5 8 (28.57%) Stakeholder Management
6 6 (21.43%) Analytics
7 5 (17.86%) Data Governance
7 5 (17.86%) Process Improvement
7 5 (17.86%) Visualisation
8 4 (14.29%) Data Analytics
8 4 (14.29%) Data Cleansing
8 4 (14.29%) Data Migration
8 4 (14.29%) Migration
8 4 (14.29%) Problem-Solving
8 4 (14.29%) Software Engineering
Programming Languages
1 9 (32.14%) C#
2 4 (14.29%) R
2 4 (14.29%) SQL
System Software
1 1 (3.57%) HDFS
Vendors
1 10 (35.71%) Microsoft
2 9 (32.14%) IBM
2 9 (32.14%) Informatica
2 9 (32.14%) Oracle
2 9 (32.14%) Trillium
3 6 (21.43%) Tableau
4 4 (14.29%) Salesforce.com
5 1 (3.57%) SAP