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 average salaries offered in IT jobs that have cited Data Quality over the 3 months to 8 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
Data Quality
Rank 123 111 105
Rank change year-on-year
-12 -6
Permanent jobs citing Data Quality 10 20 19
As % of all permanent IT jobs located in Bristol 0.55% 1.03% 1.12%
As % of the Quality Assurance & Compliance category 4.95% 7.78% 12.18%
Number of salaries quoted 5 13 14
Average salary £33,500 £40,000 £29,500
Average salary % change year-on-year
-16.25% +35.59%
90% offered a salary of more than £24,234 £31,700 £27,500
10% offered a salary of more than £53,000 £45,000 £52,500
UK excluding London average salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
202 257 156
As % of all permanent IT jobs located in Bristol 11.14% 13.21% 9.17%
Number of salaries quoted 178 195 123
Average salary £45,000 £40,000 £37,500
Average salary % change year-on-year
+12.50% +6.66%
90% offered a salary of more than £27,000 £22,450 £27,500
10% offered a salary of more than £67,500 £57,500 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Quality
Jobs Demand Trend in Bristol

This chart provides a 3-month moving total of permanent IT jobs citing Data Quality across the Bristol region as a proportion of the total demand within 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 8 February 2016.

Data Quality Salary Histogram in Bristol

Data Quality
Top 30 Related IT Skills in Bristol

For the 6 months to 8 February 2016, IT jobs across the Bristol region citing Data Quality also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Quality.

1 37 (84.09%) SQL
2 26 (59.09%) Analytical Skills
3 24 (54.55%) Microsoft
4 22 (50.00%) Business Intelligence
4 22 (50.00%) Computer Science
5 20 (45.45%) JavaScript
5 20 (45.45%) HTML
5 20 (45.45%) CSS
5 20 (45.45%) XML
5 20 (45.45%) Oracle
6 19 (43.18%) Data Modelling
7 16 (36.36%) Finance
8 15 (34.09%) SAS
9 14 (31.82%) Data Warehouse
10 13 (29.55%) MS Excel
10 13 (29.55%) SQL Server Integration Services
11 12 (27.27%) Degree
11 12 (27.27%) SQL Server Reporting Services
11 12 (27.27%) SQL Server Analysis Services
11 12 (27.27%) Data Governance
12 11 (25.00%) Line Management
12 11 (25.00%) Logical Data Model
12 11 (25.00%) Java
12 11 (25.00%) PL/SQL
12 11 (25.00%) CRM
12 11 (25.00%) Root Cause Analysis
12 11 (25.00%) Pattern Recognition
12 11 (25.00%) Relational Database
12 11 (25.00%) Tapestry
12 11 (25.00%) Software Testing

Data Quality
Top Related IT Skills in Bristol by Category

For the 6 months to 8 February 2016, IT jobs across the Bristol region citing Data Quality also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Quality. Up to 20 skills are shown per category.

Application Platforms
1 15 (34.09%) SAS
2 1 (2.27%) SharePoint
Applications
1 13 (29.55%) MS Excel
Business Applications
1 1 (2.27%) Remedy ITSM
Cloud Services
1 1 (2.27%) Office 365
Database & Business Intelligence
1 14 (31.82%) Data Warehouse
2 13 (29.55%) SQL Server Integration Services
3 12 (27.27%) SQL Server Analysis Services
3 12 (27.27%) SQL Server Reporting Services
4 11 (25.00%) Relational Database
5 10 (22.73%) BusinessObjects
5 10 (22.73%) SQL Server
6 9 (20.45%) Pentaho
6 9 (20.45%) QualityStage
6 9 (20.45%) RDBMS
6 9 (20.45%) SAP Data Services
6 9 (20.45%) SQL Server 2008
7 4 (9.09%) Base SAS
7 4 (9.09%) Data Mart
8 3 (6.82%) Data Mining
9 2 (4.55%) MS Access
10 1 (2.27%) Big Data
10 1 (2.27%) SAS Enterprise Guide
10 1 (2.27%) SAS Enterprise Miner
General
1 16 (36.36%) Finance
2 10 (22.73%) Advertising
2 10 (22.73%) Marketing
3 7 (15.91%) Law
4 4 (9.09%) Aerospace
4 4 (9.09%) Military
5 1 (2.27%) Banking
5 1 (2.27%) Retail
5 1 (2.27%) Retail Banking
Job Titles
1 14 (31.82%) Developer
2 12 (27.27%) Business Intelligence Developer
2 12 (27.27%) SQL BI Developer
2 12 (27.27%) SQL Developer
3 11 (25.00%) Applications Engineer
3 11 (25.00%) Applications Support
3 11 (25.00%) Applications Support Engineer
3 11 (25.00%) Support Engineer
4 10 (22.73%) Marketing Executive
5 9 (20.45%) SQL Server BI Developer
5 9 (20.45%) SQL Server Developer
6 6 (13.64%) Analyst
7 3 (6.82%) Data Analyst
7 3 (6.82%) Lead Developer
7 3 (6.82%) Technical Developer
7 3 (6.82%) Technical Leader
7 3 (6.82%) T-SQL Developer
8 2 (4.55%) SAS Analyst
9 1 (2.27%) Graduate Developer
9 1 (2.27%) Operations Analyst
Libraries, Frameworks & Software Standards
1 20 (45.45%) CSS
1 20 (45.45%) HTML
1 20 (45.45%) XML
2 11 (25.00%) Tapestry
3 9 (20.45%) .NET
Miscellaneous
1 26 (59.09%) Analytical Skills
2 22 (50.00%) Computer Science
3 11 (25.00%) Mathematics
3 11 (25.00%) Statistics
4 7 (15.91%) LIMS
5 2 (4.55%) Data Structures
5 2 (4.55%) Visualisation
6 1 (2.27%) CMDB
6 1 (2.27%) Data Centre
6 1 (2.27%) Data Integration
6 1 (2.27%) Derivative
6 1 (2.27%) Equities
6 1 (2.27%) Foreign Exchange (FX)
6 1 (2.27%) Management Information System
6 1 (2.27%) Ontologies
6 1 (2.27%) Taxonomies
Operating Systems
1 1 (2.27%) Unix
Processes & Methodologies
1 22 (50.00%) Business Intelligence
2 19 (43.18%) Data Modelling
3 12 (27.27%) Data Governance
4 11 (25.00%) CRM
4 11 (25.00%) Line Management
4 11 (25.00%) Logical Data Model
4 11 (25.00%) Logistics
4 11 (25.00%) Pattern Recognition
4 11 (25.00%) Root Cause Analysis
4 11 (25.00%) Software Engineering
4 11 (25.00%) Software Testing
5 10 (22.73%) Marketing Automation
5 10 (22.73%) Wealth Management
6 9 (20.45%) Agile Software Development
6 9 (20.45%) V-Model
6 9 (20.45%) Waterfall
7 6 (13.64%) ETL
8 3 (6.82%) Data Analysis
8 3 (6.82%) Inmon Methodology
8 3 (6.82%) Kimball Methodology
Programming Languages
1 37 (84.09%) SQL
2 20 (45.45%) JavaScript
3 11 (25.00%) Java
3 11 (25.00%) PL/SQL
4 9 (20.45%) C#
5 4 (9.09%) T-SQL
6 1 (2.27%) C
6 1 (2.27%) VBA
Qualifications
1 12 (27.27%) Degree
2 1 (2.27%) SC Cleared
2 1 (2.27%) Security Cleared
Vendors
1 24 (54.55%) Microsoft
2 20 (45.45%) Oracle
3 9 (20.45%) IBM
3 9 (20.45%) Trillium
4 1 (2.27%) BMC
4 1 (2.27%) Cognos
4 1 (2.27%) DataFlux
4 1 (2.27%) Informatica
4 1 (2.27%) Remedy
4 1 (2.27%) Salesforce.com
4 1 (2.27%) SAP