The table below looks at the statistics for Data Validation skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Validation over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Validation
Rank 157 - 175
Rank change year-on-year
- 0
Permanent jobs citing Data Validation 1 0 3
As % of all permanent IT jobs located in Scotland 0.035% - 0.082%
As % of the Processes & Methodologies category 0.039% - 0.095%
Number of salaries quoted 0 0 0
Median salary - - -
UK excluding London median salary £35,000 £43,000 £47,500
% change year-on-year
-18.60% -9.47%
Data Validation
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2592 2881 3170
As % of all permanent IT jobs located in Scotland 90.41% 90.34% 86.40%
Number of salaries quoted 1458 1836 2140
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £62,500 £60,000 £62,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Validation
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Validation as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Validation Jobs Demand Trend in Scotland

Data Validation
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Validation across the Scotland region.

Data Validation Salary Trend in Scotland

Data Validation
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 Validation within the Scotland region over the 3 months to 25 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
Renfrewshire - 1 - -
Data Validation
UK

Data Validation
Top 30 Related IT Skills in Scotland

For the 6 months to 25 July 2016, IT jobs citing Data Validation 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 Validation.

1 7 (100.00%) Validation
2 6 (85.71%) Data Modelling
2 6 (85.71%) Agile Software Development
2 6 (85.71%) Data Management
2 6 (85.71%) Automated Testing
3 5 (71.43%) Wealth Management
3 5 (71.43%) Private Banking
3 5 (71.43%) JIRA
3 5 (71.43%) Finance
3 5 (71.43%) Banking
3 5 (71.43%) Retail
3 5 (71.43%) Asset Management
3 5 (71.43%) CCA
3 5 (71.43%) Scrum
3 5 (71.43%) Management Information System
3 5 (71.43%) User Acceptance Testing
3 5 (71.43%) Data Architecture
3 5 (71.43%) Capacity Planning
3 5 (71.43%) Metadata Management
3 5 (71.43%) Data Privacy
3 5 (71.43%) Coaching
3 5 (71.43%) Logical Data Model
3 5 (71.43%) Physical Data Model
3 5 (71.43%) Data Governance
3 5 (71.43%) Data Quality
4 1 (14.29%) Big Data
4 1 (14.29%) Test Strategy
4 1 (14.29%) Defect Management
4 1 (14.29%) Continuous Improvement
4 1 (14.29%) Cloud Computing

Data Validation
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 1 (14.29%) Alfresco
1 1 (14.29%) Documentum
1 1 (14.29%) FileNet
Applications
1 1 (14.29%) DOC1
Cloud Services
1 1 (14.29%) Cloud Computing
1 1 (14.29%) SaaS
Database & Business Intelligence
1 1 (14.29%) Big Data
1 1 (14.29%) FileMaker
1 1 (14.29%) SQL Server
Development Applications
1 5 (71.43%) JIRA
2 1 (14.29%) Selenium
2 1 (14.29%) Visual Studio
General
1 5 (71.43%) Banking
1 5 (71.43%) Finance
1 5 (71.43%) Private Banking
1 5 (71.43%) Retail
Job Titles
1 5 (71.43%) Build Manager
1 5 (71.43%) Data Manager
1 5 (71.43%) Data Quality Manager
1 5 (71.43%) Product Manager
1 5 (71.43%) Product Owner
1 5 (71.43%) Quality Manager
2 1 (14.29%) Analyst
2 1 (14.29%) Business Analyst
2 1 (14.29%) Business Data Analyst
2 1 (14.29%) Data Analyst
2 1 (14.29%) Data Business Analyst
2 1 (14.29%) QA Leader
Miscellaneous
1 5 (71.43%) Management Information System
Processes & Methodologies
1 7 (100.00%) Validation
2 6 (85.71%) Agile Software Development
2 6 (85.71%) Automated Testing
2 6 (85.71%) Data Management
2 6 (85.71%) Data Modelling
3 5 (71.43%) Asset Management
3 5 (71.43%) Capacity Planning
3 5 (71.43%) Coaching
3 5 (71.43%) Data Architecture
3 5 (71.43%) Data Governance
3 5 (71.43%) Data Privacy
3 5 (71.43%) Logical Data Model
3 5 (71.43%) Metadata Management
3 5 (71.43%) Physical Data Model
3 5 (71.43%) Scrum
3 5 (71.43%) User Acceptance Testing
3 5 (71.43%) Wealth Management
4 1 (14.29%) Continuous Improvement
4 1 (14.29%) Data Mapping
4 1 (14.29%) Defect Management
Programming Languages
1 1 (14.29%) C#
1 1 (14.29%) PowerShell
Qualifications
1 5 (71.43%) CCA
Quality Assurance & Compliance
1 5 (71.43%) Data Quality
2 1 (14.29%) QA
Vendors
1 1 (14.29%) Kofax
1 1 (14.29%) Laserfiche
1 1 (14.29%) Microsoft