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

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Quality
Rank 121 121 158
Rank change year-on-year
0 +37
Permanent jobs citing Data Quality 25 50 16
As % of all permanent IT jobs located in Scotland 1.01% 1.51% 0.44%
As % of the Quality Assurance & Compliance category 9.80% 13.02% 3.94%
Number of salaries quoted 8 27 11
Median salary £40,711 £47,500 £47,500
Median salary % change year-on-year
-14.29% -
90% offered a salary of more than £30,700 £40,000 £27,500
10% offered a salary of more than £57,750 £55,500 £54,000
UK excluding London median salary £45,000 £45,000 £45,000
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
255 384 406
As % of all permanent IT jobs located in Scotland 10.25% 11.58% 11.27%
Number of salaries quoted 157 220 266
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 £27,600 £30,000 £27,500
10% offered a salary of more than £64,750 £65,000 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 September 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 September 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 +2 14 £33,500 -29.47%
Edinburgh -3 11 £41,802 -9.61% 3
Data Quality
UK

Data Quality
Top 30 Related IT Skills in Scotland

For the 6 months to 25 September 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 27 (69.23%) Finance
2 24 (61.54%) SQL
2 24 (61.54%) Business Intelligence
2 24 (61.54%) Data Management
3 18 (46.15%) Analytics
4 17 (43.59%) Data Warehouse
4 17 (43.59%) Data Modelling
5 15 (38.46%) Data Integration
6 13 (33.33%) Tableau
6 13 (33.33%) Analytical Skills
7 12 (30.77%) Master Data Management
8 11 (28.21%) Data Governance
9 10 (25.64%) SQL Server Integration Services
9 10 (25.64%) ETL
10 9 (23.08%) T-SQL
10 9 (23.08%) Oracle
10 9 (23.08%) SQL Server
10 9 (23.08%) MS Excel
10 9 (23.08%) Agile Software Development
10 9 (23.08%) Team Foundation Server
11 8 (20.51%) Visualisation
11 8 (20.51%) Information Management
12 7 (17.95%) Banking
12 7 (17.95%) Cognos
12 7 (17.95%) Microsoft
12 7 (17.95%) Data Analytics
13 6 (15.38%) Big Data
13 6 (15.38%) BusinessObjects
13 6 (15.38%) Informatica
13 6 (15.38%) Scrum

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 (10.26%) Apache Spark
2 3 (7.69%) SAS
3 1 (2.56%) Apache Pig
Applications
1 9 (23.08%) MS Excel
2 1 (2.56%) MS Office
2 1 (2.56%) MS Visio
Business Applications
1 4 (10.26%) Cognos Business Intelligence
1 4 (10.26%) Oracle Assets
1 4 (10.26%) Oracle Payables
2 2 (5.13%) Cognos TM1
Cloud Services
1 5 (12.82%) Google Analytics
2 2 (5.13%) Google Cloud Platform
Database & Business Intelligence
1 17 (43.59%) Data Warehouse
2 10 (25.64%) SQL Server Integration Services
3 9 (23.08%) SQL Server
4 6 (15.38%) Big Data
4 6 (15.38%) BusinessObjects
5 5 (12.82%) SQL Server 2012
5 5 (12.82%) SQL Server 2014
5 5 (12.82%) SQL Server Analysis Services
5 5 (12.82%) SQL Server Reporting Services
6 4 (10.26%) Cognos Query Studio
6 4 (10.26%) DataStage
6 4 (10.26%) Enterprise Data Warehouse
6 4 (10.26%) Relational Database
7 3 (7.69%) MS Access
8 2 (5.13%) ActiveReports
8 2 (5.13%) Cognos Analysis Studio
8 2 (5.13%) Cognos Framework Manager
8 2 (5.13%) Cognos Report Studio
8 2 (5.13%) PowerCenter
8 2 (5.13%) Star Schema
Development Applications
1 9 (23.08%) Team Foundation Server
2 5 (12.82%) Visual Studio
3 1 (2.56%) JIRA
General
1 27 (69.23%) Finance
2 7 (17.95%) Banking
3 4 (10.26%) General Ledger
4 2 (5.13%) Marketing
4 2 (5.13%) Retail
5 1 (2.56%) Financial Institution
5 1 (2.56%) Law
5 1 (2.56%) Private Banking
5 1 (2.56%) Retail Banking
Job Titles
1 14 (35.90%) Developer
2 7 (17.95%) Business Intelligence Developer
3 5 (12.82%) Consultant
3 5 (12.82%) Data Consultant
4 4 (10.26%) Analyst
4 4 (10.26%) Applications Manager
4 4 (10.26%) Applications Support
4 4 (10.26%) Applications Support Manager
4 4 (10.26%) Cognos Developer
4 4 (10.26%) Support Manager
5 3 (7.69%) Architect
5 3 (7.69%) Business Analyst
5 3 (7.69%) Cognos BI Developer
5 3 (7.69%) Data Business Analyst
5 3 (7.69%) Database Developer
6 2 (5.13%) Analytics Consultant
6 2 (5.13%) Data Analytics Consultant
6 2 (5.13%) Data Warehouse Consultant
6 2 (5.13%) Information Architect
6 2 (5.13%) Technical Analyst
Libraries, Frameworks & Software Standards
1 4 (10.26%) MDX
Miscellaneous
1 15 (38.46%) Data Integration
2 13 (33.33%) Analytical Skills
3 8 (20.51%) Visualisation
4 5 (12.82%) Enterprise Software
4 5 (12.82%) Reference Data
5 4 (10.26%) Management Information System
6 3 (7.69%) Data Structures
7 2 (5.13%) Data Centre
Operating Systems
1 5 (12.82%) Linux
1 5 (12.82%) Unix
2 4 (10.26%) Solaris
Processes & Methodologies
1 24 (61.54%) Business Intelligence
1 24 (61.54%) Data Management
2 18 (46.15%) Analytics
3 17 (43.59%) Data Modelling
4 12 (30.77%) Master Data Management
5 11 (28.21%) Data Governance
6 10 (25.64%) ETL
7 9 (23.08%) Agile Software Development
8 8 (20.51%) Information Management
9 7 (17.95%) Data Analytics
10 6 (15.38%) Scrum
10 6 (15.38%) User Acceptance Testing
11 5 (12.82%) Logical Data Model
11 5 (12.82%) People Management
11 5 (12.82%) Risk Management
12 4 (10.26%) Data Architecture
12 4 (10.26%) ITSM
12 4 (10.26%) Metadata Management
12 4 (10.26%) Statistical Modelling
13 3 (7.69%) Data Mapping
Programming Languages
1 24 (61.54%) SQL
2 9 (23.08%) T-SQL
3 6 (15.38%) R
4 5 (12.82%) C#
4 5 (12.82%) Python
5 4 (10.26%) Perl
6 3 (7.69%) VBA
7 1 (2.56%) Java
7 1 (2.56%) PL/SQL
7 1 (2.56%) VB
Qualifications
1 4 (10.26%) Degree
2 1 (2.56%) CCA
2 1 (2.56%) CISA
2 1 (2.56%) CISM
2 1 (2.56%) CISSP
2 1 (2.56%) CRISC
2 1 (2.56%) ITIL Certification
Quality Assurance & Compliance
1 5 (12.82%) QA
2 3 (7.69%) PCI DSS
3 1 (2.56%) ISO/IEC 27001
System Software
1 1 (2.56%) Apache Flume
Vendors
1 13 (33.33%) Tableau
2 9 (23.08%) Oracle
3 7 (17.95%) Cognos
3 7 (17.95%) Microsoft
4 6 (15.38%) Informatica
5 5 (12.82%) Google
6 4 (10.26%) Ab Initio
7 3 (7.69%) IBM
7 3 (7.69%) MicroStrategy
8 2 (5.13%) Netezza
8 2 (5.13%) Teradata
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Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 3 days ago
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Salary: £51000 per annum + competitive benefits and car allowance
Posted: 2 days ago
Edinburgh, Midlothian
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Salary: £Highly Competitive Salary
Posted: 23 days ago