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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 134 127 162
Rank change year-on-year
-7 +35
Permanent jobs citing Data Quality 27 36 19
As % of all permanent IT jobs located in Scotland 0.94% 1.13% 0.52%
As % of the Quality Assurance & Compliance category 9.64% 9.84% 5.21%
Number of salaries quoted 13 24 12
Median salary £45,000 £45,000 £46,250
Median salary % change year-on-year
- -2.70%
90% offered a salary of more than £31,600 £35,600 £37,750
10% offered a salary of more than £54,500 £49,400 £70,000
UK excluding London median salary £45,000 £45,000 £47,250
% change year-on-year
- -4.76%
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
280 366 365
As % of all permanent IT jobs located in Scotland 9.71% 11.53% 9.94%
Number of salaries quoted 152 238 224
Median salary £45,000 £41,500 £40,000
Median salary % change year-on-year
+8.43% +3.75%
90% offered a salary of more than £25,000 £30,000 £27,500
10% offered a salary of more than £70,000 £52,500 £65,000
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year
+5.88% +4.93%

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 27 July 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 27 July 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
Glasgow -22 15 £40,000 -5.88% 1
Edinburgh +8 12 £45,000 -5.26% 1
Data Quality
UK

Data Quality
Top 30 Related IT Skills in Scotland

For the 6 months to 27 July 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 29 (72.50%) Finance
2 27 (67.50%) Data Management
3 24 (60.00%) Business Intelligence
4 23 (57.50%) SQL
5 20 (50.00%) Data Warehouse
6 17 (42.50%) Data Modelling
7 15 (37.50%) Analytics
8 13 (32.50%) Agile Software Development
8 13 (32.50%) SQL Server Integration Services
9 12 (30.00%) Visualisation
10 11 (27.50%) Data Governance
10 11 (27.50%) User Acceptance Testing
10 11 (27.50%) Banking
10 11 (27.50%) ETL
10 11 (27.50%) Analytical Skills
11 10 (25.00%) Data Integration
12 9 (22.50%) SQL Server Analysis Services
12 9 (22.50%) Tableau
12 9 (22.50%) SQL Server Reporting Services
12 9 (22.50%) Cognos
12 9 (22.50%) BusinessObjects
12 9 (22.50%) SQL Server
12 9 (22.50%) Logical Data Model
12 9 (22.50%) Master Data Management
13 8 (20.00%) Metadata Management
13 8 (20.00%) Scrum
14 7 (17.50%) Management Information System
14 7 (17.50%) MS Excel
14 7 (17.50%) T-SQL
14 7 (17.50%) Oracle

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 4 (10.00%) Apache Spark
2 3 (7.50%) SAS
3 1 (2.50%) Apache Pig
Applications
1 7 (17.50%) MS Excel
Business Applications
1 4 (10.00%) Cognos Business Intelligence
2 3 (7.50%) Oracle Assets
2 3 (7.50%) Oracle Payables
3 2 (5.00%) Cognos TM1
Cloud Services
1 3 (7.50%) Google Analytics
2 1 (2.50%) Google Cloud Platform
Database & Business Intelligence
1 20 (50.00%) Data Warehouse
2 13 (32.50%) SQL Server Integration Services
3 9 (22.50%) BusinessObjects
3 9 (22.50%) SQL Server
3 9 (22.50%) SQL Server Analysis Services
3 9 (22.50%) SQL Server Reporting Services
4 7 (17.50%) Big Data
5 6 (15.00%) Enterprise Data Warehouse
6 5 (12.50%) Relational Database
7 4 (10.00%) Cognos Query Studio
7 4 (10.00%) MS Access
7 4 (10.00%) QlikView
8 3 (7.50%) DataStage
8 3 (7.50%) SQL Server 2012
8 3 (7.50%) SQL Server 2014
9 2 (5.00%) ActiveReports
9 2 (5.00%) Cognos Analysis Studio
9 2 (5.00%) Cognos Framework Manager
9 2 (5.00%) Cognos Report Studio
9 2 (5.00%) Star Schema
Development Applications
1 7 (17.50%) Team Foundation Server
2 5 (12.50%) JIRA
3 4 (10.00%) Talend Open Studio
4 3 (7.50%) Visual Studio
General
1 29 (72.50%) Finance
2 11 (27.50%) Banking
3 6 (15.00%) Retail
4 5 (12.50%) Private Banking
5 4 (10.00%) Marketing
6 3 (7.50%) General Ledger
7 1 (2.50%) Law
7 1 (2.50%) Retail Banking
Job Titles
1 18 (45.00%) Developer
2 10 (25.00%) Business Intelligence Developer
3 6 (15.00%) Consultant
3 6 (15.00%) Data Manager
4 5 (12.50%) Build Manager
4 5 (12.50%) Data Quality Manager
4 5 (12.50%) Product Manager
4 5 (12.50%) Product Owner
4 5 (12.50%) Quality Manager
5 4 (10.00%) Analyst
5 4 (10.00%) Business Intelligence Consultant
5 4 (10.00%) Cognos Developer
5 4 (10.00%) Database Developer
6 3 (7.50%) Applications Manager
6 3 (7.50%) Applications Support
6 3 (7.50%) Applications Support Manager
6 3 (7.50%) Business Analyst
6 3 (7.50%) Cognos BI Developer
6 3 (7.50%) Data Business Analyst
6 3 (7.50%) Support Manager
Libraries, Frameworks & Software Standards
1 4 (10.00%) MDX
Miscellaneous
1 12 (30.00%) Visualisation
2 11 (27.50%) Analytical Skills
3 10 (25.00%) Data Integration
4 7 (17.50%) Management Information System
5 4 (10.00%) Data Structures
6 3 (7.50%) Enterprise Software
6 3 (7.50%) Reference Data
7 2 (5.00%) Data Centre
Operating Systems
1 4 (10.00%) Linux
1 4 (10.00%) Unix
2 3 (7.50%) Solaris
Processes & Methodologies
1 27 (67.50%) Data Management
2 24 (60.00%) Business Intelligence
3 17 (42.50%) Data Modelling
4 15 (37.50%) Analytics
5 13 (32.50%) Agile Software Development
6 11 (27.50%) Data Governance
6 11 (27.50%) ETL
6 11 (27.50%) User Acceptance Testing
7 9 (22.50%) Logical Data Model
7 9 (22.50%) Master Data Management
8 8 (20.00%) Metadata Management
8 8 (20.00%) Scrum
9 7 (17.50%) Data Analytics
10 6 (15.00%) Data Architecture
10 6 (15.00%) Information Management
11 5 (12.50%) Asset Management
11 5 (12.50%) Automated Testing
11 5 (12.50%) Capacity Planning
11 5 (12.50%) Data Validation
11 5 (12.50%) Wealth Management
Programming Languages
1 23 (57.50%) SQL
2 7 (17.50%) T-SQL
3 5 (12.50%) Python
3 5 (12.50%) R
4 4 (10.00%) VBA
5 3 (7.50%) C#
5 3 (7.50%) Perl
6 2 (5.00%) PL/SQL
7 1 (2.50%) Java
7 1 (2.50%) VB
Qualifications
1 5 (12.50%) CCA
2 4 (10.00%) PRINCE2 Practitioner
2 4 (10.00%) Security Cleared
3 1 (2.50%) CISA
3 1 (2.50%) CISM
3 1 (2.50%) CISSP
3 1 (2.50%) CRISC
3 1 (2.50%) Degree
Quality Assurance & Compliance
1 7 (17.50%) QA
2 1 (2.50%) ISO/IEC 27001
System Software
1 1 (2.50%) Apache Flume
Vendors
1 9 (22.50%) Cognos
1 9 (22.50%) Tableau
2 7 (17.50%) Oracle
3 5 (12.50%) Microsoft
4 4 (10.00%) Talend
5 3 (7.50%) Ab Initio
5 3 (7.50%) Google
5 3 (7.50%) Informatica
6 2 (5.00%) IBM
7 1 (2.50%) MicroStrategy
Edinburgh, Midlothian
Sanderson
Salary: £30000.00 - £45000.00 per annum + Benefits
Posted: 6 days ago
Glasgow, UK
JP Morgan Glasgow
Salary: Highly Competitive Benefits Package
Posted: 20 days ago