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 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 112 102 102
Rank change year-on-year
-10 0
Permanent jobs citing Data Quality 7 35 29
As % of all permanent IT jobs located in Bristol 0.45% 1.87% 1.44%
As % of the Quality Assurance & Compliance category 5.15% 15.02% 13.49%
Number of salaries quoted 7 26 16
Median salary £51,250 £40,000 £40,000
Median salary % change year-on-year
+28.12% -
90% offered a salary of more than £34,000 £30,250 £34,750
10% offered a salary of more than £56,750 £50,000 £57,500
UK excluding London median salary £45,000 £45,000 £45,000
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
136 233 215
As % of all permanent IT jobs located in Bristol 8.75% 12.43% 10.70%
Number of salaries quoted 110 191 157
Median salary £50,000 £45,000 £39,500
Median salary % change year-on-year
+11.11% +13.92%
90% offered a salary of more than £27,500 £27,500 £21,000
10% offered a salary of more than £70,250 £62,500 £65,000
UK excluding London median salary £43,500 £44,000 £42,000
% change year-on-year
-1.13% +4.76%

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 11 December 2016.

Data Quality Salary Histogram in Bristol

Data Quality
Top 30 Related IT Skills in Bristol

For the 6 months to 11 December 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 14 (70.00%) Finance
2 12 (60.00%) Data Management
3 11 (55.00%) Data Modelling
4 10 (50.00%) Migration
4 10 (50.00%) Information Management
4 10 (50.00%) Data Migration
4 10 (50.00%) Master Data Management
5 9 (45.00%) MS PowerPoint
5 9 (45.00%) Change Control
5 9 (45.00%) Management Information System
5 9 (45.00%) MS Excel
5 9 (45.00%) MS Office
5 9 (45.00%) Microsoft
5 9 (45.00%) NHS
6 7 (35.00%) SQL
6 7 (35.00%) Data Governance
7 5 (25.00%) Data Warehouse
7 5 (25.00%) SAS
7 5 (25.00%) Analytics
7 5 (25.00%) Analytical Skills
8 4 (20.00%) Data Architecture
8 4 (20.00%) Tableau
9 3 (15.00%) Data Analytics
9 3 (15.00%) Data Protection
9 3 (15.00%) Quality Management
9 3 (15.00%) Data Analysis
9 3 (15.00%) Data Mart
9 3 (15.00%) Marketing
9 3 (15.00%) Degree
9 3 (15.00%) WebTrends

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 5 (25.00%) SAS
Applications
1 9 (45.00%) MS Excel
1 9 (45.00%) MS Office
1 9 (45.00%) MS PowerPoint
2 2 (10.00%) SPSS
Business Applications
1 3 (15.00%) WebTrends
Database & Business Intelligence
1 5 (25.00%) Data Warehouse
2 3 (15.00%) Data Mart
2 3 (15.00%) Data Mining
2 3 (15.00%) Relational Database
3 2 (10.00%) QlikView
3 2 (10.00%) Spotfire
4 1 (5.00%) Big Data
4 1 (5.00%) SQL Server
General
1 14 (70.00%) Finance
2 3 (15.00%) Marketing
3 2 (10.00%) Banking
4 1 (5.00%) Telecoms
Job Titles
1 7 (35.00%) Head of Data Management
2 6 (30.00%) Analyst
2 6 (30.00%) Data Analyst
2 6 (30.00%) Head of Information
3 4 (20.00%) Head of Information Management
4 3 (15.00%) Consultant
4 3 (15.00%) Management Consultant
5 2 (10.00%) Analytics Manager
5 2 (10.00%) Data Analytics Manager
5 2 (10.00%) Data Consultant
5 2 (10.00%) Data Manager
5 2 (10.00%) Data Quality Consultant
5 2 (10.00%) Quality Management Consultant
6 1 (5.00%) Data Quality Analyst
6 1 (5.00%) Enterprise Management Consultant
6 1 (5.00%) Information Management Consultant
6 1 (5.00%) Quality Analyst
6 1 (5.00%) Senior Analytics Manager
6 1 (5.00%) SQL Analyst
6 1 (5.00%) SQL Data Analyst
Miscellaneous
1 9 (45.00%) Management Information System
1 9 (45.00%) NHS
2 5 (25.00%) Analytical Skills
3 2 (10.00%) Computer Science
3 2 (10.00%) PMI
3 2 (10.00%) Visualisation
4 1 (5.00%) Mathematics
4 1 (5.00%) Reference Data
4 1 (5.00%) Statistics
Processes & Methodologies
1 12 (60.00%) Data Management
2 11 (55.00%) Data Modelling
3 10 (50.00%) Data Migration
3 10 (50.00%) Information Management
3 10 (50.00%) Master Data Management
3 10 (50.00%) Migration
4 9 (45.00%) Change Control
5 7 (35.00%) Data Governance
6 5 (25.00%) Analytics
7 4 (20.00%) Data Architecture
8 3 (15.00%) Data Analysis
8 3 (15.00%) Data Analytics
8 3 (15.00%) Data Protection
8 3 (15.00%) Quality Management
9 2 (10.00%) Data Cleansing
9 2 (10.00%) Data Visualisation
9 2 (10.00%) Product Management
9 2 (10.00%) Risk Management
9 2 (10.00%) Stakeholder Management
10 1 (5.00%) Content Management
Programming Languages
1 7 (35.00%) SQL
2 2 (10.00%) R
3 1 (5.00%) T-SQL
Qualifications
1 3 (15.00%) Degree
2 2 (10.00%) PMI Certification
Vendors
1 9 (45.00%) Microsoft
2 4 (20.00%) Tableau
3 1 (5.00%) Ab Initio
3 1 (5.00%) Informatica
3 1 (5.00%) SAP