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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Data Quality
UK / Scotland
Rank 121 99 123
Rank change year-on-year
-22 +24
Permanent jobs citing Data Quality 10 57 34
As % of all permanent IT jobs located in Scotland 0.44% 1.92% 1.14%
As % of the Quality Assurance & Compliance category 6.85% 18.69% 9.97%
Number of salaries quoted 3 41 13
Median salary £40,000 £47,500 £42,500
Median salary % change year-on-year
-15.78% +11.76%
90% offered a salary of more than £32,800 £43,700 £32,500
10% offered a salary of more than £41,600 £55,000 £45,000
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 Scotland region.

Quality Assurance & Compliance Category
Scotland
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
146 305 341
As % of all permanent IT jobs located in Scotland 6.48% 10.28% 11.42%
Number of salaries quoted 85 184 222
Median salary £38,000 £47,500 £40,750
Median salary % change year-on-year
-20.00% +16.56%
90% offered a salary of more than £21,500 £30,000 £30,000
10% offered a salary of more than £57,500 £60,150 £52,500
UK excluding London median salary £42,500 £45,000 £42,000
% change year-on-year
-5.55% +7.14%

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 19 January 2017. 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 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 -9 8 £41,000 -13.68% 2
Edinburgh -35 2 £31,000 -34.73%
Data Quality
UK

Data Quality
Top 30 Related IT Skills in Scotland

For the 6 months to 19 January 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 Scotland region with a requirement for Data Quality.

1 16 (53.33%) Data Management
2 15 (50.00%) Data Warehouse
3 14 (46.67%) Data Integration
4 13 (43.33%) Data Modelling
4 13 (43.33%) Business Intelligence
4 13 (43.33%) SQL
4 13 (43.33%) Finance
4 13 (43.33%) Analytical Skills
5 11 (36.67%) Analytics
6 9 (30.00%) Data Governance
7 8 (26.67%) Tableau
7 8 (26.67%) Data Architecture
7 8 (26.67%) Reference Data
7 8 (26.67%) Degree
7 8 (26.67%) ETL
8 7 (23.33%) IBM
8 7 (23.33%) Agile Software Development
8 7 (23.33%) General Ledger
9 6 (20.00%) Information Management
9 6 (20.00%) Banking
9 6 (20.00%) Information Architecture
9 6 (20.00%) MS Excel
9 6 (20.00%) Oracle
9 6 (20.00%) Logical Data Model
10 5 (16.67%) People Management
10 5 (16.67%) Master Data Management
10 5 (16.67%) Metadata Management
10 5 (16.67%) ISO20022
10 5 (16.67%) Data Analytics
10 5 (16.67%) Data Lineage

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 (13.33%) Apache Spark
1 4 (13.33%) SAS
Applications
1 6 (20.00%) MS Excel
2 1 (3.33%) MS Office
2 1 (3.33%) MS Visio
Business Applications
1 3 (10.00%) Oracle Assets
1 3 (10.00%) Oracle Payables
Cloud Services
1 2 (6.67%) Amazon AWS
1 2 (6.67%) Google Analytics
1 2 (6.67%) Microsoft Azure
2 1 (3.33%) Google Cloud Platform
2 1 (3.33%) SaaS
Database & Business Intelligence
1 15 (50.00%) Data Warehouse
2 5 (16.67%) Data Lake
2 5 (16.67%) OLAP
2 5 (16.67%) OLTP
2 5 (16.67%) SQL Server Integration Services
3 4 (13.33%) Big Data
3 4 (13.33%) BusinessObjects
3 4 (13.33%) SQL Server
3 4 (13.33%) SQL Server Reporting Services
3 4 (13.33%) Star Schema
4 3 (10.00%) DataStage
5 2 (6.67%) PowerCenter
5 2 (6.67%) SQL Server 2012
5 2 (6.67%) SQL Server 2014
5 2 (6.67%) SQL Server Analysis Services
6 1 (3.33%) BigQuery
6 1 (3.33%) MS Access
6 1 (3.33%) QlikView
Development Applications
1 5 (16.67%) ERwin
1 5 (16.67%) MagicDraw
2 2 (6.67%) Team Foundation Server
2 2 (6.67%) Visual Studio
General
1 13 (43.33%) Finance
2 7 (23.33%) General Ledger
3 6 (20.00%) Banking
4 4 (13.33%) Back Office
5 1 (3.33%) Financial Institution
5 1 (3.33%) Retail
5 1 (3.33%) Retail Banking
Job Titles
1 8 (26.67%) Architect
2 6 (20.00%) Consultant
2 6 (20.00%) Information Architect
3 5 (16.67%) Data Consultant
4 4 (13.33%) Analyst
4 4 (13.33%) Developer
5 3 (10.00%) Applications Manager
5 3 (10.00%) Applications Support
5 3 (10.00%) Applications Support Manager
5 3 (10.00%) Senior Architect
5 3 (10.00%) Support Manager
6 2 (6.67%) Business Analyst
6 2 (6.67%) Data Architect
6 2 (6.67%) Data Warehouse Consultant
6 2 (6.67%) Data Warehouse Developer
6 2 (6.67%) DBA
6 2 (6.67%) Development DBA
6 2 (6.67%) ETL Consultant
6 2 (6.67%) ETL Developer
6 2 (6.67%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 5 (16.67%) XML
2 4 (13.33%) XML Schema
Miscellaneous
1 14 (46.67%) Data Integration
2 13 (43.33%) Analytical Skills
3 8 (26.67%) Reference Data
4 5 (16.67%) Visualisation
5 4 (13.33%) Ontologies
5 4 (13.33%) Taxonomies
6 2 (6.67%) Enterprise Software
7 1 (3.33%) Credit Risk
7 1 (3.33%) IBM Mainframe
7 1 (3.33%) Mainframe
7 1 (3.33%) Management Information System
Operating Systems
1 3 (10.00%) Linux
1 3 (10.00%) Solaris
1 3 (10.00%) Unix
Processes & Methodologies
1 16 (53.33%) Data Management
2 13 (43.33%) Business Intelligence
2 13 (43.33%) Data Modelling
3 11 (36.67%) Analytics
4 9 (30.00%) Data Governance
5 8 (26.67%) Data Architecture
5 8 (26.67%) ETL
6 7 (23.33%) Agile Software Development
7 6 (20.00%) Information Architecture
7 6 (20.00%) Information Management
7 6 (20.00%) Logical Data Model
8 5 (16.67%) Data Analytics
8 5 (16.67%) Data Lineage
8 5 (16.67%) Master Data Management
8 5 (16.67%) Metadata Management
8 5 (16.67%) People Management
8 5 (16.67%) Risk Management
8 5 (16.67%) UML
9 4 (13.33%) Cash Management
9 4 (13.33%) Migration
Programming Languages
1 13 (43.33%) SQL
2 4 (13.33%) Python
2 4 (13.33%) T-SQL
3 3 (10.00%) Perl
4 2 (6.67%) C#
4 2 (6.67%) PowerShell
5 1 (3.33%) JCL
5 1 (3.33%) PL/SQL
5 1 (3.33%) R
Qualifications
1 8 (26.67%) Degree
2 1 (3.33%) ITIL Certification
Quality Assurance & Compliance
1 5 (16.67%) ISO20022
2 2 (6.67%) PCI DSS
Vendors
1 8 (26.67%) Tableau
2 7 (23.33%) IBM
3 6 (20.00%) Oracle
4 5 (16.67%) Informatica
5 3 (10.00%) Ab Initio
5 3 (10.00%) Cognos
5 3 (10.00%) Microsoft
5 3 (10.00%) MicroStrategy
6 2 (6.67%) Google
6 2 (6.67%) Netezza
6 2 (6.67%) Teradata
Glasgow, Lanarkshire
Leidos
Posted: 6 days ago
Glasgow
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 10 days ago