The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Quality
Rank 148 129 156
Rank change year-on-year
-19 +27
Permanent jobs citing Data Quality 14 39 22
As % of all permanent IT jobs located in Scotland 0.49% 1.24% 0.57%
As % of the Quality Assurance & Compliance category 4.91% 9.33% 6.67%
Number of salaries quoted 8 28 11
Median salary £45,000 £45,000 £52,500
Median salary % change year-on-year
- -14.28%
90% offered a salary of more than £38,200 £33,200 £37,500
10% offered a salary of more than £49,750 £50,000 £95,000
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
Data Quality
UK

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 Scotland region.

Quality Assurance & Compliance Category
Scotland
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
285 418 330
As % of all permanent IT jobs located in Scotland 10.06% 13.29% 8.62%
Number of salaries quoted 160 287 201
Median salary £45,000 £43,913 £38,500
Median salary % change year-on-year
+2.47% +14.05%
90% offered a salary of more than £25,000 £25,944 £29,000
10% offered a salary of more than £70,000 £55,000 £62,500
UK excluding London median salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

Data Quality
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland 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 Scotland

Data Quality
Salary Trend in Scotland

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

Data Quality Salary Trend in Scotland

Data Quality
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Quality across the Scotland region over the 3 months to 25 June 2016.

Data Quality Salary Histogram in Scotland

Data Quality
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Scotland region over the 3 months to 25 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +2 7 £45,000 -2.70% 1
Glasgow -26 7 £47,500 +11.76% 1
Data Quality
UK

Data Quality
Top 30 Related IT Skills in Scotland

For the 6 months to 25 June 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 Scotland region with a requirement for Data Quality.

1 32 (88.89%) Data Management
2 25 (69.44%) Data Warehouse
3 23 (63.89%) Business Intelligence
4 22 (61.11%) Agile Software Development
5 20 (55.56%) Finance
6 18 (50.00%) SQL
7 17 (47.22%) Data Modelling
7 17 (47.22%) BusinessObjects
7 17 (47.22%) SQL Server Reporting Services
7 17 (47.22%) SQL Server Integration Services
7 17 (47.22%) SQL Server Analysis Services
8 13 (36.11%) Cognos
9 12 (33.33%) ETL
9 12 (33.33%) PRINCE2
9 12 (33.33%) Stakeholder Management
9 12 (33.33%) PRINCE2 Practitioner
9 12 (33.33%) Security Cleared
9 12 (33.33%) Talend Open Studio
9 12 (33.33%) Visualisation
9 12 (33.33%) Enterprise Data Management
9 12 (33.33%) QlikView
9 12 (33.33%) Talend
10 10 (27.78%) Analytics
10 10 (27.78%) Master Data Management
11 9 (25.00%) Analytical Skills
11 9 (25.00%) Logical Data Model
11 9 (25.00%) User Acceptance Testing
11 9 (25.00%) Scrum
12 8 (22.22%) Banking
12 8 (22.22%) MS Excel

Data Quality
Top Related IT Skills in Scotland 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 3 (8.33%) SAS
2 1 (2.78%) Apache Pig
Applications
1 8 (22.22%) MS Excel
Cloud Services
1 4 (11.11%) Google Analytics
2 1 (2.78%) Google Cloud Platform
Database & Business Intelligence
1 25 (69.44%) Data Warehouse
2 17 (47.22%) BusinessObjects
2 17 (47.22%) SQL Server Analysis Services
2 17 (47.22%) SQL Server Integration Services
2 17 (47.22%) SQL Server Reporting Services
3 12 (33.33%) QlikView
4 6 (16.67%) Enterprise Data Warehouse
4 6 (16.67%) SQL Server
5 5 (13.89%) Relational Database
6 4 (11.11%) MS Access
6 4 (11.11%) SQL Server 2012
6 4 (11.11%) SQL Server 2014
7 2 (5.56%) Big Data
7 2 (5.56%) Star Schema
8 1 (2.78%) Apache Hive
8 1 (2.78%) BigQuery
8 1 (2.78%) Hadoop
8 1 (2.78%) HBase
8 1 (2.78%) IBM BigInsights
8 1 (2.78%) IBM InfoSphere
Development Applications
1 12 (33.33%) Talend Open Studio
2 5 (13.89%) JIRA
3 4 (11.11%) Team Foundation Server
3 4 (11.11%) Visual Studio
4 1 (2.78%) ERwin
4 1 (2.78%) MagicDraw
General
1 20 (55.56%) Finance
2 8 (22.22%) Banking
3 5 (13.89%) Private Banking
3 5 (13.89%) Retail
4 4 (11.11%) Marketing
Job Titles
1 22 (61.11%) Developer
2 15 (41.67%) Business Intelligence Developer
3 12 (33.33%) Business Intelligence Consultant
3 12 (33.33%) Consultant
4 5 (13.89%) Analyst
4 5 (13.89%) Build Manager
4 5 (13.89%) Data Manager
4 5 (13.89%) Data Quality Manager
4 5 (13.89%) Product Manager
4 5 (13.89%) Product Owner
4 5 (13.89%) Quality Manager
5 4 (11.11%) Database Developer
6 3 (8.33%) Business Analyst
6 3 (8.33%) Data Business Analyst
6 3 (8.33%) Data Modeller
7 2 (5.56%) Analyst Programmer
7 2 (5.56%) Programmer
7 2 (5.56%) SQL Developer
7 2 (5.56%) Technical Analyst
7 2 (5.56%) Technical Business Analyst
Miscellaneous
1 12 (33.33%) Visualisation
2 9 (25.00%) Analytical Skills
3 7 (19.44%) Data Integration
4 5 (13.89%) Management Information System
5 4 (11.11%) Data Structures
5 4 (11.11%) Enterprise Software
6 2 (5.56%) Data Centre
Operating Systems
1 1 (2.78%) Linux
1 1 (2.78%) Unix
Processes & Methodologies
1 32 (88.89%) Data Management
2 23 (63.89%) Business Intelligence
3 22 (61.11%) Agile Software Development
4 17 (47.22%) Data Modelling
5 12 (33.33%) Enterprise Data Management
5 12 (33.33%) ETL
5 12 (33.33%) PRINCE2
5 12 (33.33%) Stakeholder Management
6 10 (27.78%) Analytics
6 10 (27.78%) Master Data Management
7 9 (25.00%) Logical Data Model
7 9 (25.00%) Scrum
7 9 (25.00%) User Acceptance Testing
8 8 (22.22%) Metadata Management
9 6 (16.67%) Physical Data Model
10 5 (13.89%) Capacity Planning
10 5 (13.89%) Coaching
10 5 (13.89%) Data Privacy
10 5 (13.89%) Data Validation
10 5 (13.89%) Wealth Management
Programming Languages
1 18 (50.00%) SQL
2 4 (11.11%) C#
2 4 (11.11%) PL/SQL
2 4 (11.11%) R
2 4 (11.11%) VBA
3 3 (8.33%) T-SQL
4 2 (5.56%) Java
5 1 (2.78%) C++
5 1 (2.78%) Python
5 1 (2.78%) VB
Qualifications
1 12 (33.33%) PRINCE2 Practitioner
1 12 (33.33%) Security Cleared
2 5 (13.89%) CCA
3 1 (2.78%) Degree
Quality Assurance & Compliance
1 7 (19.44%) QA
System Software
1 1 (2.78%) Apache Flume
Vendors
1 13 (36.11%) Cognos
2 12 (33.33%) Talend
3 4 (11.11%) Google
3 4 (11.11%) Microsoft
3 4 (11.11%) Oracle
3 4 (11.11%) Tableau
4 1 (2.78%) CA
4 1 (2.78%) MicroStrategy
4 1 (2.78%) Sybase
Edinburgh, Midlothian
Tesco Bank
Salary: £Competitive
Posted: 5 days ago