The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 102 133 106
Rank change year-on-year
+31 -27
Permanent jobs citing Data Quality 14 10 13
As % of all permanent IT jobs located in Bristol 0.86% 0.54% 0.71%
As % of the Quality Assurance & Compliance category 7.37% 5.92% 6.10%
Number of salaries quoted 12 2 2
Median salary £43,125 £43,750 £37,500
Median salary % change year-on-year
-1.42% +16.66%
90% offered a salary of more than £30,000 £42,750 £31,500
10% offered a salary of more than £77,500 £44,750 £43,500
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Quality
South West

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in permanent jobs advertised in the Bristol region.

Quality Assurance & Compliance Category
Bristol
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
190 169 213
As % of all permanent IT jobs located in Bristol 11.72% 9.09% 11.65%
Number of salaries quoted 161 142 179
Median salary £41,500 £42,500 £37,500
Median salary % change year-on-year
-2.35% +13.33%
90% offered a salary of more than £25,000 £23,900 £21,500
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £45,000 £42,049 £40,500
% change year-on-year
+7.01% +3.82%

Data Quality
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol region citing Data Quality as a proportion of all IT jobs with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend 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 across the Bristol region.

Data Quality Salary Trend in Bristol

Data Quality
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Data Quality across the Bristol region over the 3 months to 28 July 2016.

Data Quality Salary Histogram in Bristol

Data Quality
Top 30 Related IT Skills in Bristol

For the 6 months to 28 July 2016, 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 Bristol region with a requirement for Data Quality.

1 20 (71.43%) SQL
2 16 (57.14%) Analytical Skills
3 14 (50.00%) SAS
3 14 (50.00%) Finance
4 12 (42.86%) Data Governance
5 11 (39.29%) Root Cause Analysis
5 11 (39.29%) MS Excel
6 10 (35.71%) Informatica
6 10 (35.71%) Analytics
7 9 (32.14%) Data Analysis
7 9 (32.14%) Banking
8 8 (28.57%) Data Management
8 8 (28.57%) Quality Management
8 8 (28.57%) Data Analytics
9 7 (25.00%) Tableau
9 7 (25.00%) Ab Initio
9 7 (25.00%) MS Office
9 7 (25.00%) SAP
9 7 (25.00%) T-SQL
9 7 (25.00%) Oracle
10 6 (21.43%) SQL Server
10 6 (21.43%) Pharmaceutical
10 6 (21.43%) Data Warehouse
10 6 (21.43%) E-Commerce
10 6 (21.43%) MS Visio
10 6 (21.43%) TOGAF
10 6 (21.43%) Management Information System
10 6 (21.43%) MS PowerPoint
10 6 (21.43%) Cost-Benefit Analysis
10 6 (21.43%) Coaching

Data Quality
Top Related 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 14 (50.00%) SAS
2 3 (10.71%) PowerExchange
Applications
1 11 (39.29%) MS Excel
2 7 (25.00%) MS Office
3 6 (21.43%) MS PowerPoint
3 6 (21.43%) MS Visio
4 5 (17.86%) SPSS
Business Applications
1 3 (10.71%) WebTrends
Database & Business Intelligence
1 6 (21.43%) Data Warehouse
1 6 (21.43%) SQL Server
2 5 (17.86%) QlikView
2 5 (17.86%) Spotfire
3 3 (10.71%) Data Mart
3 3 (10.71%) Data Mining
3 3 (10.71%) DB2
3 3 (10.71%) Relational Database
Development Applications
1 1 (3.57%) PVCS
General
1 14 (50.00%) Finance
2 9 (32.14%) Banking
3 6 (21.43%) Pharmaceutical
4 4 (14.29%) Law
4 4 (14.29%) Marketing
Job Titles
1 14 (50.00%) Analyst
2 13 (46.43%) Data Analyst
3 7 (25.00%) Data Quality Analyst
3 7 (25.00%) Quality Analyst
4 4 (14.29%) Applications Engineer
4 4 (14.29%) Applications Support
4 4 (14.29%) Applications Support Engineer
4 4 (14.29%) Support Engineer
4 4 (14.29%) Technical Engineer
4 4 (14.29%) Technical Support
4 4 (14.29%) Technical Support Engineer
5 3 (10.71%) Analytics Manager
5 3 (10.71%) Data Analytics Manager
5 3 (10.71%) Data Manager
6 2 (7.14%) Consultant
6 2 (7.14%) Data Consultant
6 2 (7.14%) Data Quality Consultant
6 2 (7.14%) Management Consultant
6 2 (7.14%) Quality Management Consultant
6 2 (7.14%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (14.29%) CSS
1 4 (14.29%) HTML
1 4 (14.29%) Tapestry
1 4 (14.29%) XML
Miscellaneous
1 16 (57.14%) Analytical Skills
2 6 (21.43%) Management Information System
3 5 (17.86%) Computer Science
3 5 (17.86%) Visualisation
4 4 (14.29%) LIMS
5 3 (10.71%) Mathematics
5 3 (10.71%) PMI
5 3 (10.71%) Statistics
6 2 (7.14%) CMDB
7 1 (3.57%) Data Centre
Operating Systems
1 1 (3.57%) Windows
Processes & Methodologies
1 12 (42.86%) Data Governance
2 11 (39.29%) Root Cause Analysis
3 10 (35.71%) Analytics
4 9 (32.14%) Data Analysis
5 8 (28.57%) Data Analytics
5 8 (28.57%) Data Management
5 8 (28.57%) Quality Management
6 6 (21.43%) Coaching
6 6 (21.43%) Cost-Benefit Analysis
6 6 (21.43%) E-Commerce
6 6 (21.43%) Matrix Organization
6 6 (21.43%) TOGAF
7 5 (17.86%) Business Intelligence
7 5 (17.86%) Data Cleansing
7 5 (17.86%) Data Visualisation
7 5 (17.86%) Migration
7 5 (17.86%) Stakeholder Management
8 4 (14.29%) Data Modelling
8 4 (14.29%) Logistics
8 4 (14.29%) Software Testing
Programming Languages
1 20 (71.43%) SQL
2 7 (25.00%) T-SQL
3 4 (14.29%) Java
3 4 (14.29%) JavaScript
3 4 (14.29%) PL/SQL
3 4 (14.29%) R
Qualifications
1 4 (14.29%) Degree
2 3 (10.71%) PMI Certification
3 2 (7.14%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 2 (7.14%) CRD IV
1 2 (7.14%) EMIR
1 2 (7.14%) MiFID
Vendors
1 10 (35.71%) Informatica
2 7 (25.00%) Ab Initio
2 7 (25.00%) Oracle
2 7 (25.00%) SAP
2 7 (25.00%) Tableau
3 4 (14.29%) Microsoft
4 2 (7.14%) Salesforce.com