The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Data Quality
Scotland / Edinburgh
Rank 87 63 93
Rank change year-on-year
-24 +30
Permanent jobs citing Data Quality 4 33 16
As % of all permanent IT jobs located in Edinburgh 0.36% 2.60% 1.17%
As % of the Quality Assurance & Compliance category 7.02% 24.09% 6.58%
Number of salaries quoted 2 32 6
Median salary £35,500 £47,500 £41,250
Median salary % change year-on-year
-25.26% +15.15%
90% offered a salary of more than £31,900 £38,000 £32,500
10% offered a salary of more than £39,100 £47,500 £43,750
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year
-5.55% -

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 Edinburgh region.

Quality Assurance & Compliance Category
Edinburgh
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
57 137 243
As % of all permanent IT jobs located in Edinburgh 5.17% 10.81% 17.76%
Number of salaries quoted 44 101 142
Median salary £46,750 £50,000 £45,000
Median salary % change year-on-year
-6.50% +11.11%
90% offered a salary of more than £30,000 £35,000 £32,500
10% offered a salary of more than £57,500 £65,100 £67,500
UK excluding London median salary £41,792 £44,000 £42,500
% change year-on-year
-5.01% +3.52%

Data Quality
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh 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 Edinburgh

Data Quality
Salary Trend in Edinburgh

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

Data Quality Salary Trend in Edinburgh

Data Quality
Top 30 Related IT Skills in Edinburgh

For the 6 months to 19 February 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 Edinburgh region with a requirement for Data Quality.

1 8 (72.73%) Data Modelling
2 7 (63.64%) Analytics
3 6 (54.55%) Analytical Skills
4 5 (45.45%) Finance
4 5 (45.45%) SQL
4 5 (45.45%) MS Excel
5 4 (36.36%) Microsoft
5 4 (36.36%) Data Management
5 4 (36.36%) Business Intelligence
5 4 (36.36%) Degree
6 3 (27.27%) Data Integration
6 3 (27.27%) Tableau
6 3 (27.27%) Visual Studio
6 3 (27.27%) SQL Server Reporting Services
6 3 (27.27%) Agile Software Development
6 3 (27.27%) Google
6 3 (27.27%) SQL Server Integration Services
6 3 (27.27%) Google Analytics
6 3 (27.27%) SQL Server Analysis Services
6 3 (27.27%) Data Warehouse
6 3 (27.27%) SQL Server
6 3 (27.27%) T-SQL
6 3 (27.27%) C#
6 3 (27.27%) Scrum
6 3 (27.27%) Master Data Management
6 3 (27.27%) Enterprise Software
6 3 (27.27%) SQL Server 2014
6 3 (27.27%) Team Foundation Server
6 3 (27.27%) SQL Server 2012
7 2 (18.18%) Stakeholder Management

Data Quality
Top Related IT Skills in Edinburgh 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 1 (9.09%) SAS
Applications
1 5 (45.45%) MS Excel
2 1 (9.09%) MS Office
2 1 (9.09%) MS Visio
Cloud Services
1 3 (27.27%) Google Analytics
2 1 (9.09%) Google Cloud Platform
Database & Business Intelligence
1 3 (27.27%) Data Warehouse
1 3 (27.27%) SQL Server
1 3 (27.27%) SQL Server 2012
1 3 (27.27%) SQL Server 2014
1 3 (27.27%) SQL Server Analysis Services
1 3 (27.27%) SQL Server Integration Services
1 3 (27.27%) SQL Server Reporting Services
2 1 (9.09%) BigQuery
2 1 (9.09%) BusinessObjects
2 1 (9.09%) MS Access
Development Applications
1 3 (27.27%) Team Foundation Server
1 3 (27.27%) Visual Studio
General
1 5 (45.45%) Finance
2 1 (9.09%) Financial Institution
Job Titles
1 3 (27.27%) Analyst
2 2 (18.18%) Business Intelligence Developer
2 2 (18.18%) Consultant
2 2 (18.18%) Developer
3 1 (9.09%) Analyst Programmer
3 1 (9.09%) Architect
3 1 (9.09%) Business Analyst
3 1 (9.09%) Business Consultant
3 1 (9.09%) Credit Risk Analyst
3 1 (9.09%) Data Architect
3 1 (9.09%) Data Consultant
3 1 (9.09%) Data Governance Consultant
3 1 (9.09%) Database Analyst
3 1 (9.09%) Governance Consultant
3 1 (9.09%) Programmer
3 1 (9.09%) Risk Business Analyst
3 1 (9.09%) Risk Consultant
3 1 (9.09%) SAS Business Analyst
3 1 (9.09%) SAS Credit Risk Analyst
3 1 (9.09%) SAS Risk Analyst
Miscellaneous
1 6 (54.55%) Analytical Skills
2 3 (27.27%) Data Integration
2 3 (27.27%) Enterprise Software
3 1 (9.09%) Credit Risk
3 1 (9.09%) IBM Mainframe
3 1 (9.09%) Mainframe
Processes & Methodologies
1 8 (72.73%) Data Modelling
2 7 (63.64%) Analytics
3 4 (36.36%) Business Intelligence
3 4 (36.36%) Data Management
4 3 (27.27%) Agile Software Development
4 3 (27.27%) Master Data Management
4 3 (27.27%) Scrum
5 2 (18.18%) Stakeholder Management
6 1 (9.09%) Data Architecture
6 1 (9.09%) Data Governance
6 1 (9.09%) Data Ingestion
6 1 (9.09%) Data Lineage
6 1 (9.09%) Data Mapping
6 1 (9.09%) Data Privacy
6 1 (9.09%) Data Protection
6 1 (9.09%) Logical Data Model
6 1 (9.09%) Physical Data Model
6 1 (9.09%) Risk Management
6 1 (9.09%) Stakeholder and Relationship Management
6 1 (9.09%) Statistical Modelling
Programming Languages
1 5 (45.45%) SQL
2 3 (27.27%) C#
2 3 (27.27%) T-SQL
3 1 (9.09%) JCL
3 1 (9.09%) PL/SQL
3 1 (9.09%) R
Qualifications
1 4 (36.36%) Degree
Vendors
1 4 (36.36%) Microsoft
2 3 (27.27%) Google
2 3 (27.27%) Tableau
3 1 (9.09%) IBM
3 1 (9.09%) Oracle
Edinburgh
Mason Frank International
Posted: 3 days ago