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

3 months to
2 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 147 125 154
Rank change year-on-year
-22 +29
Permanent jobs citing Data Quality 11 34 28
As % of all permanent IT jobs located in Scotland 0.39% 1.07% 0.69%
As % of the Quality Assurance & Compliance category 3.58% 8.65% 8.26%
Number of salaries quoted 5 28 17
Median salary £47,500 £45,000 £63,000
Median salary % change year-on-year
+5.55% -28.57%
UK excluding London median salary £45,000 £44,000 £45,000
% change year-on-year
+2.27% -2.22%
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
307 393 339
As % of all permanent IT jobs located in Scotland 10.75% 12.36% 8.37%
Number of salaries quoted 176 243 220
Median salary £46,000 £45,000 £38,250
Median salary % change year-on-year
+2.22% +17.64%
90% offered a salary of more than £27,500 £26,500 £29,000
10% offered a salary of more than £70,000 £57,250 £58,900
UK excluding London median salary £43,500 £42,500 £40,000
% change year-on-year
+2.35% +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
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 2 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
Glasgow -8 8 £47,500 +11.76%
Edinburgh -10 6 £47,500 +5.55% 2
Data Quality
UK

Data Quality
Top 30 Related IT Skills in Scotland

For the 6 months to 2 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 50 (84.75%) Data Management
2 36 (61.02%) Data Warehouse
3 35 (59.32%) Agile Software Development
4 31 (52.54%) Stakeholder Management
4 31 (52.54%) Business Intelligence
5 30 (50.85%) SQL Server Reporting Services
5 30 (50.85%) SQL Server Integration Services
5 30 (50.85%) SQL Server Analysis Services
6 29 (49.15%) BusinessObjects
7 28 (47.46%) ETL
7 28 (47.46%) Cognos
7 28 (47.46%) PRINCE2
7 28 (47.46%) PRINCE2 Practitioner
7 28 (47.46%) Enterprise Data Management
7 28 (47.46%) QlikView
7 28 (47.46%) Security Cleared
7 28 (47.46%) Talend Open Studio
7 28 (47.46%) Visualisation
7 28 (47.46%) Talend
8 18 (30.51%) Finance
9 16 (27.12%) Data Modelling
10 15 (25.42%) Data Governance
11 12 (20.34%) Capacity Planning
12 10 (16.95%) Metadata Management
13 9 (15.25%) Unix
13 9 (15.25%) Analytical Skills
14 8 (13.56%) Master Data Management
14 8 (13.56%) SQL
14 8 (13.56%) UML
14 8 (13.56%) Project Management

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 (3.39%) SAS
2 1 (1.69%) PowerExchange
Applications
1 2 (3.39%) MS Excel
Business Applications
1 4 (6.78%) SAP MDM
2 1 (1.69%) SAP PM
Cloud Services
1 1 (1.69%) Google Analytics
Database & Business Intelligence
1 36 (61.02%) Data Warehouse
2 30 (50.85%) SQL Server Analysis Services
2 30 (50.85%) SQL Server Integration Services
2 30 (50.85%) SQL Server Reporting Services
3 29 (49.15%) BusinessObjects
4 28 (47.46%) QlikView
5 8 (13.56%) PowerCenter
6 3 (5.08%) Big Data
6 3 (5.08%) SQL Server
7 2 (3.39%) Apache Cassandra
7 2 (3.39%) Enterprise Data Warehouse
7 2 (3.39%) Hadoop
7 2 (3.39%) MongoDB
7 2 (3.39%) NoSQL
8 1 (1.69%) MS Access
8 1 (1.69%) Relational Database
8 1 (1.69%) SQL Server 2012
8 1 (1.69%) SQL Server 2014
Development Applications
1 28 (47.46%) Talend Open Studio
2 5 (8.47%) JIRA
3 1 (1.69%) ERwin
3 1 (1.69%) MagicDraw
3 1 (1.69%) Team Foundation Server
3 1 (1.69%) Visual Studio
General
1 18 (30.51%) Finance
2 5 (8.47%) Banking
2 5 (8.47%) Private Banking
2 5 (8.47%) Retail
2 5 (8.47%) Spanish Language
3 2 (3.39%) Marketing
Job Titles
1 36 (61.02%) Consultant
2 31 (52.54%) Developer
3 28 (47.46%) Business Intelligence Consultant
3 28 (47.46%) Business Intelligence Developer
4 9 (15.25%) Data Manager
5 8 (13.56%) Informatica Consultant
6 7 (11.86%) AIX Consultant
6 7 (11.86%) Analyst
6 7 (11.86%) Data Modeller
6 7 (11.86%) Infrastructure Consultant
6 7 (11.86%) Unix Consultant
7 6 (10.17%) Data Quality Manager
8 5 (8.47%) Build Manager
8 5 (8.47%) Data Analyst
8 5 (8.47%) Product Manager
8 5 (8.47%) Product Owner
8 5 (8.47%) Quality Manager
9 4 (6.78%) Architect
10 3 (5.08%) Data Architect
10 3 (5.08%) Master Data Manager
Miscellaneous
1 28 (47.46%) Visualisation
2 9 (15.25%) Analytical Skills
3 5 (8.47%) Management Information System
4 3 (5.08%) Data Integration
5 2 (3.39%) N-Tier
5 2 (3.39%) Taxonomies
6 1 (1.69%) Data Structures
6 1 (1.69%) Enterprise Software
Operating Systems
1 9 (15.25%) Unix
2 7 (11.86%) AIX
3 2 (3.39%) Windows
Processes & Methodologies
1 50 (84.75%) Data Management
2 35 (59.32%) Agile Software Development
3 31 (52.54%) Business Intelligence
3 31 (52.54%) Stakeholder Management
4 28 (47.46%) Enterprise Data Management
4 28 (47.46%) ETL
4 28 (47.46%) PRINCE2
5 16 (27.12%) Data Modelling
6 15 (25.42%) Data Governance
7 12 (20.34%) Capacity Planning
8 10 (16.95%) Metadata Management
9 8 (13.56%) Logical Data Model
9 8 (13.56%) Master Data Management
9 8 (13.56%) Physical Data Model
9 8 (13.56%) Project Management
9 8 (13.56%) UML
10 7 (11.86%) Data Architecture
10 7 (11.86%) Root Cause Analysis
11 6 (10.17%) Data Migration
11 6 (10.17%) User Acceptance Testing
Programming Languages
1 8 (13.56%) SQL
2 5 (8.47%) PL/SQL
3 3 (5.08%) C++
3 3 (5.08%) Java
4 1 (1.69%) C#
4 1 (1.69%) VBA
Qualifications
1 28 (47.46%) PRINCE2 Practitioner
1 28 (47.46%) Security Cleared
2 5 (8.47%) CCA
Quality Assurance & Compliance
1 2 (3.39%) QA
Vendors
1 28 (47.46%) Cognos
1 28 (47.46%) Talend
2 8 (13.56%) Informatica
3 7 (11.86%) Red Hat
4 5 (8.47%) SAP
5 4 (6.78%) Oracle
6 1 (1.69%) CA
6 1 (1.69%) Google
6 1 (1.69%) Microsoft
6 1 (1.69%) Sybase
6 1 (1.69%) Tableau
Edinburgh
Capita Internal Resourcing
Posted: 4 days ago