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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 141 115 151
Rank change year-on-year
-26 +36
Permanent jobs citing Data Quality 13 41 26
As % of all permanent IT jobs located in Scotland 0.46% 1.35% 0.66%
As % of the Quality Assurance & Compliance category 4.33% 10.76% 7.62%
Number of salaries quoted 6 34 16
Median salary £43,211 £45,000 £48,750
Median salary % change year-on-year
-3.97% -7.69%
90% offered a salary of more than £37,500 £30,500 £29,000
10% offered a salary of more than £46,250 £50,000 £95,000
UK excluding London median salary £45,000 £40,000 £47,500
% change year-on-year
+12.50% -15.78%
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
300 381 341
As % of all permanent IT jobs located in Scotland 10.55% 12.55% 8.69%
Number of salaries quoted 171 257 223
Median salary £47,500 £44,000 £40,000
Median salary % change year-on-year
+7.95% +10.00%
90% offered a salary of more than £25,350 £25,453 £29,560
10% offered a salary of more than £70,000 £55,000 £57,500
UK excluding London median salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

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
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 30 May 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 -16 7 £41,421 -7.95% 2
Glasgow -21 6 £47,500 +11.76%
Data Quality
UK

Data Quality
Top 30 Related IT Skills in Scotland

For the 6 months to 30 May 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 37 (84.09%) Data Management
2 29 (65.91%) Agile Software Development
3 28 (63.64%) Data Warehouse
4 25 (56.82%) Business Intelligence
4 25 (56.82%) SQL Server Reporting Services
4 25 (56.82%) SQL Server Integration Services
4 25 (56.82%) SQL Server Analysis Services
5 22 (50.00%) BusinessObjects
6 20 (45.45%) Cognos
6 20 (45.45%) ETL
6 20 (45.45%) PRINCE2
6 20 (45.45%) Stakeholder Management
6 20 (45.45%) PRINCE2 Practitioner
6 20 (45.45%) QlikView
6 20 (45.45%) Enterprise Data Management
6 20 (45.45%) Security Cleared
6 20 (45.45%) Talend Open Studio
6 20 (45.45%) Visualisation
6 20 (45.45%) Talend
7 19 (43.18%) Finance
8 15 (34.09%) Data Modelling
9 11 (25.00%) SQL
10 10 (22.73%) Analytical Skills
10 10 (22.73%) Capacity Planning
11 9 (20.45%) Master Data Management
11 9 (20.45%) Scrum
12 8 (18.18%) Metadata Management
12 8 (18.18%) Data Governance
13 7 (15.91%) User Acceptance Testing
13 7 (15.91%) Analytics

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 2 (4.55%) SAS
Applications
1 6 (13.64%) MS Excel
Cloud Services
1 4 (9.09%) Google Analytics
2 1 (2.27%) Google Cloud Platform
Database & Business Intelligence
1 28 (63.64%) Data Warehouse
2 25 (56.82%) SQL Server Analysis Services
2 25 (56.82%) SQL Server Integration Services
2 25 (56.82%) SQL Server Reporting Services
3 22 (50.00%) BusinessObjects
4 20 (45.45%) QlikView
5 6 (13.64%) SQL Server
6 5 (11.36%) PowerCenter
7 4 (9.09%) SQL Server 2012
7 4 (9.09%) SQL Server 2014
8 3 (6.82%) Enterprise Data Warehouse
9 2 (4.55%) MS Access
9 2 (4.55%) Relational Database
10 1 (2.27%) Big Data
10 1 (2.27%) BigQuery
10 1 (2.27%) Star Schema
Development Applications
1 20 (45.45%) Talend Open Studio
2 5 (11.36%) JIRA
3 4 (9.09%) Team Foundation Server
3 4 (9.09%) Visual Studio
4 1 (2.27%) ERwin
4 1 (2.27%) MagicDraw
General
1 19 (43.18%) Finance
2 6 (13.64%) Banking
3 5 (11.36%) Private Banking
3 5 (11.36%) Retail
4 3 (6.82%) Marketing
4 3 (6.82%) Spanish Language
Job Titles
1 27 (61.36%) Developer
2 25 (56.82%) Consultant
3 23 (52.27%) Business Intelligence Developer
4 20 (45.45%) Business Intelligence Consultant
5 5 (11.36%) AIX Consultant
5 5 (11.36%) Analyst
5 5 (11.36%) Build Manager
5 5 (11.36%) Data Manager
5 5 (11.36%) Data Modeller
5 5 (11.36%) Data Quality Manager
5 5 (11.36%) Informatica Consultant
5 5 (11.36%) Infrastructure Consultant
5 5 (11.36%) Product Manager
5 5 (11.36%) Product Owner
5 5 (11.36%) Quality Manager
5 5 (11.36%) Unix Consultant
6 3 (6.82%) Data Analyst
7 2 (4.55%) Analyst Programmer
7 2 (4.55%) Database Developer
7 2 (4.55%) SQL Developer
Miscellaneous
1 20 (45.45%) Visualisation
2 10 (22.73%) Analytical Skills
3 6 (13.64%) Data Integration
4 5 (11.36%) Management Information System
5 4 (9.09%) Enterprise Software
6 2 (4.55%) Data Structures
Operating Systems
1 5 (11.36%) AIX
1 5 (11.36%) Unix
Processes & Methodologies
1 37 (84.09%) Data Management
2 29 (65.91%) Agile Software Development
3 25 (56.82%) Business Intelligence
4 20 (45.45%) Enterprise Data Management
4 20 (45.45%) ETL
4 20 (45.45%) PRINCE2
4 20 (45.45%) Stakeholder Management
5 15 (34.09%) Data Modelling
6 10 (22.73%) Capacity Planning
7 9 (20.45%) Master Data Management
7 9 (20.45%) Scrum
8 8 (18.18%) Data Governance
8 8 (18.18%) Metadata Management
9 7 (15.91%) Analytics
9 7 (15.91%) User Acceptance Testing
10 6 (13.64%) Logical Data Model
10 6 (13.64%) Physical Data Model
10 6 (13.64%) Project Management
11 5 (11.36%) Automated Testing
11 5 (11.36%) Validation
Programming Languages
1 11 (25.00%) SQL
2 4 (9.09%) C#
3 3 (6.82%) PL/SQL
3 3 (6.82%) R
3 3 (6.82%) T-SQL
4 2 (4.55%) VBA
5 1 (2.27%) C++
5 1 (2.27%) Java
Qualifications
1 20 (45.45%) PRINCE2 Practitioner
1 20 (45.45%) Security Cleared
2 5 (11.36%) CCA
Quality Assurance & Compliance
1 4 (9.09%) QA
Vendors
1 20 (45.45%) Cognos
1 20 (45.45%) Talend
2 5 (11.36%) Informatica
2 5 (11.36%) Red Hat
3 4 (9.09%) Google
3 4 (9.09%) Microsoft
3 4 (9.09%) Tableau
4 2 (4.55%) Oracle
5 1 (2.27%) CA
5 1 (2.27%) Sybase
Edinburgh
Capita Internal Resourcing
Posted: 5 days ago
Edinburgh, Midlothian
Oliver James Associates
Salary: £80000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 5 days ago