The following table provides summary statistics for permanent job vacancies advertised in the South West 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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Quality
England / South West
Rank 225 235 230
Rank change year-on-year +10 -5  
Permanent jobs citing Data Quality 15 21 23
As % of all permanent IT jobs advertised in the South West 0.29% 0.36% 0.39%
As % of the Quality Assurance & Compliance category 2.65% 3.21% 3.50%
Number of salaries quoted 12 11 13
Median salary £50,990 £55,000 £35,250
Median salary % change year-on-year -7.29% +56.02%  
90% offered a salary of more than £27,850 £30,000 £30,200
10% offered a salary of more than £56,849 £84,000 £42,300
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

Data Quality is in the quality assurance and compliance skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
South West
Permanent job vacancies with a requirement for quality assurance and compliance skills 567 655 658
As % of all permanent IT job vacancies advertised in the South West 11.15% 11.20% 11.07%
Number of salaries quoted 464 536 517
Median salary £42,500 £42,500 £38,750
Median salary % change year-on-year - +9.67%  
90% offered a salary of more than £24,650 £26,650 £27,055
10% offered a salary of more than £60,000 £60,000 £67,500
UK excluding London median salary £42,500 £44,000 £42,500
% change year-on-year -3.40% +3.52%  

Data Quality
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Data Quality as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality in the South West

Data Quality
Salary Trend in the South West

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

Salary trend for Data Quality in the South West

Data Quality
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Quality in the South West over the 3 months to 24 March 2017.

Salary histogram for Data Quality in the South West

Data Quality
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the South West region over the 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Wiltshire +13 8 £50,990 -12.46% 4
Bristol +2 7 £40,000 +19.40% 3
Data Quality
England

Data Quality
Top 30 Related IT Skills in the South West

For the 6 months to 24 March 2017, 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 South West region with a requirement for Data Quality.

1 15 (50.00%) Data Modelling
1 15 (50.00%) Finance
2 11 (36.67%) Stakeholder Management
3 10 (33.33%) Business Intelligence
4 9 (30.00%) Microsoft
4 9 (30.00%) SOA
4 9 (30.00%) Workflow
4 9 (30.00%) Management Information System
5 8 (26.67%) ETL
5 8 (26.67%) SQL
6 7 (23.33%) Data Warehouse
6 7 (23.33%) IBM
6 7 (23.33%) Software AG
6 7 (23.33%) Middleware
6 7 (23.33%) Banking
6 7 (23.33%) WebSphere
6 7 (23.33%) BPMN
6 7 (23.33%) DataPower
6 7 (23.33%) Mentoring
6 7 (23.33%) Business Process Modelling
7 6 (20.00%) WCF
7 6 (20.00%) Use Case
7 6 (20.00%) Degree
7 6 (20.00%) BPEL
7 6 (20.00%) REST
7 6 (20.00%) Test Strategy
7 6 (20.00%) Technical Analysis
7 6 (20.00%) Migration
7 6 (20.00%) Data Management
7 6 (20.00%) Unisys

Data Quality
Top Related IT Skills in the South West 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 (23.33%) WebSphere
2 3 (10.00%) Jupyter
2 3 (10.00%) SAS
Applications
1 4 (13.33%) MS Excel
2 3 (10.00%) MS Office
3 2 (6.67%) MS PowerPoint
Cloud Services
1 2 (6.67%) SaaS
Database & Business Intelligence
1 7 (23.33%) Data Warehouse
2 3 (10.00%) Big Data
2 3 (10.00%) PostgreSQL
2 3 (10.00%) Relational Database
2 3 (10.00%) SQL Server
2 3 (10.00%) SQL Server Integration Services
2 3 (10.00%) SQL Server Reporting Services
3 1 (3.33%) BusinessObjects
3 1 (3.33%) MS Access
3 1 (3.33%) OLAP
3 1 (3.33%) Power BI
3 1 (3.33%) SQL Server 2008
3 1 (3.33%) SQL Server 2014
3 1 (3.33%) SQL Server Analysis Services
Development Applications
1 3 (10.00%) JIRA
General
1 15 (50.00%) Finance
2 7 (23.33%) Banking
3 1 (3.33%) Marketing
3 1 (3.33%) Telecoms
Job Titles
1 11 (36.67%) Architect
2 9 (30.00%) Analyst
3 6 (20.00%) Data Analyst
3 6 (20.00%) Middleware Architect
3 6 (20.00%) Technical Architect
4 3 (10.00%) Data Engineer
4 3 (10.00%) QA Engineer
4 3 (10.00%) Quality Engineer
5 2 (6.67%) Analyst Developer
5 2 (6.67%) Business Intelligence Analyst
5 2 (6.67%) Data Architect
5 2 (6.67%) Developer
5 2 (6.67%) Enterprise Architect
5 2 (6.67%) Head of Data Management
5 2 (6.67%) Head of Information
5 2 (6.67%) Head of Information Management
5 2 (6.67%) Solutions Architect
6 1 (3.33%) Data Governance Manager
6 1 (3.33%) Head of Business Intelligence
6 1 (3.33%) Technical Developer
Libraries, Frameworks & Software Standards
1 7 (23.33%) Middleware
2 6 (20.00%) REST
2 6 (20.00%) SOAP
2 6 (20.00%) WCF
2 6 (20.00%) WSDL
3 3 (10.00%) Pandas
Miscellaneous
1 9 (30.00%) Management Information System
2 7 (23.33%) DataPower
3 5 (16.67%) Analytical Skills
4 3 (10.00%) Mobile App
4 3 (10.00%) Reference Data
5 2 (6.67%) Computer Science
5 2 (6.67%) NHS
5 2 (6.67%) Web 2.0
Processes & Methodologies
1 15 (50.00%) Data Modelling
2 11 (36.67%) Stakeholder Management
3 10 (33.33%) Business Intelligence
4 9 (30.00%) SOA
4 9 (30.00%) Workflow
5 8 (26.67%) ETL
6 7 (23.33%) BPMN
6 7 (23.33%) Business Process Modelling
6 7 (23.33%) Mentoring
7 6 (20.00%) BPEL
7 6 (20.00%) Data Management
7 6 (20.00%) Migration
7 6 (20.00%) OO
7 6 (20.00%) Technical Analysis
7 6 (20.00%) Test Strategy
7 6 (20.00%) UML
7 6 (20.00%) Use Case
8 5 (16.67%) Agile Software Development
8 5 (16.67%) Mathematics
8 5 (16.67%) Scrum
Programming Languages
1 8 (26.67%) SQL
2 3 (10.00%) JavaScript
2 3 (10.00%) MATLAB
2 3 (10.00%) Python
3 2 (6.67%) VBA
Qualifications
1 6 (20.00%) Degree
2 2 (6.67%) ISEB
Quality Assurance & Compliance
1 3 (10.00%) QA
2 1 (3.33%) SLA
Systems Management
1 1 (3.33%) Puppet
Vendors
1 9 (30.00%) Microsoft
2 7 (23.33%) IBM
2 7 (23.33%) Software AG
3 6 (20.00%) SAP
3 6 (20.00%) Unisys
4 3 (10.00%) Apple
5 2 (6.67%) Informatica
Malmesbury, Wiltshire
Dyson
Posted: Yesterday
Wiltshire
FRG Technology Consulting
Posted: Yesterday
Chippenham, Wiltshire
Ampersand Consulting
Salary: £34000 per annum + Fantastic Benefits
Posted: Yesterday
Chippenham, Wiltshire
Capita Resourcing - IT Resourcing
Salary: £30000.00 - £34000.00 per annum
Posted: Yesterday
Bristol, Avon
Aviva
Salary: Competitive
Posted: 6 days ago
Bristol, Avon
Capita Resourcing - IT Resourcing
Salary: £40000.00 - £50000.00 per annum + Car allowance, other benefits
Posted: 2 days ago
Bristol, Avon
Aviva
Salary: Competitive
Posted: 14 days ago