Period
to 24 November 2017

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 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
England > South West
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 280 297 216
Rank change year-on-year +17 -81 +43
Permanent jobs citing Data Quality 50 53 142
As % of all permanent IT jobs advertised in the South West 0.49% 0.49% 1.19%
As % of the Quality Assurance & Compliance category 4.35% 4.28% 9.42%
Number of salaries quoted 38 41 99
South West median annual salary £50,000 £50,000 £43,164
Median salary % change year-on-year - +15.84% -13.67%
10th Percentile £31,025 £27,500 £28,625
90th Percentile £77,500 £67,500 £60,000
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -1.96%

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 the South West with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
South West
Permanent vacancies with a requirement for quality assurance or compliance skills 1149 1238 1508
As % of all permanent IT jobs advertised in the South West 11.19% 11.37% 12.66%
Number of salaries quoted 879 1007 1234
South West median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £22,500 £22,500
90th Percentile £65,250 £65,000 £60,438
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Quality
Job Vacancy Trend in the South West

Job postings citing Data Quality as a percentage of all IT jobs advertised in the South West.

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 6 months to 24 November 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 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol -30 14 £50,000 -1.96% 2
Dorset +2 11 £70,000 +12.00% 1
Gloucestershire +33 10 £42,500 -18.27%
Somerset - 7 £57,500 - 1
Devon +15 3 £55,000 -
Wiltshire -4 2 £31,000 +3.33%
Data Quality
England

For the 6 months to 24 November 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 30 (60.00%) SQL
2 26 (52.00%) Business Intelligence
3 22 (44.00%) Data Warehouse
4 17 (34.00%) Finance
5 15 (30.00%) ETL
5 15 (30.00%) Data Modelling
5 15 (30.00%) Analytics
6 14 (28.00%) Data Governance
7 13 (26.00%) Tableau
7 13 (26.00%) CRM
7 13 (26.00%) Data Management
8 12 (24.00%) GDPR
9 11 (22.00%) Analytical Skills
9 11 (22.00%) Amazon AWS
9 11 (22.00%) Data Integration
9 11 (22.00%) Data Analysis
9 11 (22.00%) QlikView
10 10 (20.00%) SQL Server Integration Services
10 10 (20.00%) Master Data Management
10 10 (20.00%) Power BI
10 10 (20.00%) Data Strategy
11 9 (18.00%) Data Structures
11 9 (18.00%) Visualisation
11 9 (18.00%) R
11 9 (18.00%) QA
11 9 (18.00%) Data Migration
11 9 (18.00%) Migration
11 9 (18.00%) Data Security
11 9 (18.00%) Microsoft
12 8 (16.00%) Microsoft Excel

Data Quality
Co-occurring 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 6 (12.00%) SAS
2 5 (10.00%) Apache Spark
3 4 (8.00%) SharePoint
4 2 (4.00%) CMS
4 2 (4.00%) Oracle SOA Suite
Applications
1 8 (16.00%) Microsoft Excel
2 2 (4.00%) Microsoft Office
3 1 (2.00%) SPSS
Business Applications
1 4 (8.00%) Dynamics AX
2 2 (4.00%) Dynamics CRM
3 1 (2.00%) SAP ERP
Cloud Services
1 11 (22.00%) Amazon AWS
2 4 (8.00%) Google Cloud Platform
3 3 (6.00%) Microsoft Azure
4 1 (2.00%) Azure Data Factory
Communications & Networking
1 2 (4.00%) Skype
Database & Business Intelligence
1 22 (44.00%) Data Warehouse
2 11 (22.00%) QlikView
3 10 (20.00%) Power BI
3 10 (20.00%) SQL Server Integration Services
4 7 (14.00%) SQL Server
5 6 (12.00%) Big Data
5 6 (12.00%) BusinessObjects
5 6 (12.00%) Hadoop
5 6 (12.00%) SQL Server Reporting Services
6 5 (10.00%) Apache Hive
6 5 (10.00%) SQL Server Analysis Services
7 4 (8.00%) Data Lake
8 2 (4.00%) Crystal Reports
8 2 (4.00%) Enterprise Data Warehouse
8 2 (4.00%) GIS
8 2 (4.00%) Oracle Database
8 2 (4.00%) Oracle ODI
8 2 (4.00%) Pentaho
8 2 (4.00%) Spatial Data
9 1 (2.00%) MySQL
Development Applications
1 2 (4.00%) SQL Server Management Studio (SSMS)
2 1 (2.00%) ERwin
2 1 (2.00%) Talend Open Studio
General
1 17 (34.00%) Finance
2 5 (10.00%) Manufacturing
3 3 (6.00%) Legal
4 2 (4.00%) Electronics
4 2 (4.00%) Marketing
4 2 (4.00%) Telecoms
5 1 (2.00%) Aerospace
5 1 (2.00%) Automotive
5 1 (2.00%) Banking
Job Titles
1 15 (30.00%) Analyst
2 13 (26.00%) Data Analyst
3 11 (22.00%) Architect
3 11 (22.00%) Data Architect
4 7 (14.00%) Developer
5 6 (12.00%) Business Intelligence Analyst
5 6 (12.00%) Business Intelligence Data Analyst
5 6 (12.00%) Enterprise Architect
5 6 (12.00%) Enterprise Data Architect
5 6 (12.00%) SQL Analyst
5 6 (12.00%) SQL Data Analyst
6 5 (10.00%) Consultant
6 5 (10.00%) Data Quality Analyst
6 5 (10.00%) Quality Analyst
7 4 (8.00%) Senior Analyst
7 4 (8.00%) Senior Business Intelligence Analyst
7 4 (8.00%) Senior Data Analyst
8 3 (6.00%) Data Visualisation Analyst
8 3 (6.00%) Senior Test Engineer
8 3 (6.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 6 (12.00%) Web Services
2 5 (10.00%) XML
3 3 (6.00%) JSON
3 3 (6.00%) REST
3 3 (6.00%) SOAP
4 2 (4.00%) .NET
5 1 (2.00%) MDX
5 1 (2.00%) Node.js
5 1 (2.00%) Regular Expression
Miscellaneous
1 11 (22.00%) Analytical Skills
2 9 (18.00%) Data Structures
3 7 (14.00%) Management Information System
4 6 (12.00%) Algorithms
4 6 (12.00%) Hybrid Cloud
5 2 (4.00%) Renewable Energy
6 1 (2.00%) Greenfield Project
6 1 (2.00%) Reference Data
Processes & Methodologies
1 26 (52.00%) Business Intelligence
2 15 (30.00%) Analytics
2 15 (30.00%) Data Modelling
2 15 (30.00%) ETL
3 14 (28.00%) Data Governance
4 13 (26.00%) CRM
4 13 (26.00%) Data Management
5 11 (22.00%) Data Analysis
5 11 (22.00%) Data Integration
6 10 (20.00%) Data Strategy
6 10 (20.00%) Master Data Management
7 9 (18.00%) Data Migration
7 9 (18.00%) Data Security
7 9 (18.00%) Migration
7 9 (18.00%) Visualisation
8 8 (16.00%) Agile Software Development
8 8 (16.00%) Data Architecture
9 6 (12.00%) Data Analytics
9 6 (12.00%) Data Cleansing
9 6 (12.00%) Quality Management
Programming Languages
1 30 (60.00%) SQL
2 9 (18.00%) R
3 7 (14.00%) Python
4 6 (12.00%) T-SQL
5 4 (8.00%) C#
6 3 (6.00%) Java
7 2 (4.00%) C
7 2 (4.00%) C++
7 2 (4.00%) PL/SQL
7 2 (4.00%) VBA
7 2 (4.00%) VBScript
8 1 (2.00%) JavaScript
8 1 (2.00%) VB
Qualifications
1 5 (10.00%) Degree
2 3 (6.00%) Security Cleared
3 2 (4.00%) PhD
3 2 (4.00%) SC Cleared
4 1 (2.00%) APMP
Quality Assurance & Compliance
1 12 (24.00%) GDPR
2 9 (18.00%) QA
3 4 (8.00%) Solvency II
4 2 (4.00%) SLA
Vendors
1 13 (26.00%) Tableau
2 9 (18.00%) Microsoft
3 5 (10.00%) Cognos
4 4 (8.00%) DataFlux
4 4 (8.00%) Google
5 3 (6.00%) Oracle
5 3 (6.00%) SAP
6 2 (4.00%) Informatica
7 1 (2.00%) Hortonworks
7 1 (2.00%) IBM
7 1 (2.00%) IDERA
7 1 (2.00%) Talend
7 1 (2.00%) Teradata