The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 157 167 179
Rank change year-on-year
+10 +12
Permanent jobs citing Data Cleansing 3 1 4
As % of all permanent IT jobs located in Scotland 0.11% 0.032% 0.11%
As % of the Processes & Methodologies category 0.12% 0.036% 0.12%
Number of salaries quoted 2 0 0
Median salary £38,500 - -
UK excluding London median salary £42,500 £40,000 £41,500
% change year-on-year
+6.25% -3.61%
Data Cleansing
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
2578 2814 3266
As % of all permanent IT jobs located in Scotland 90.36% 89.42% 86.06%
Number of salaries quoted 1446 1780 2203
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Cleansing
Jobs Demand Trend in Scotland

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

Data Cleansing Jobs Demand Trend in Scotland

Data Cleansing
Salary Trend in Scotland

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

Data Cleansing Salary Trend in Scotland

Data Cleansing
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 Cleansing within the Scotland region over the 3 months to 30 June 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 - 3 £38,500 -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in Scotland

For the 6 months to 30 June 2016, IT jobs citing Data Cleansing 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 Cleansing.

1 3 (75.00%) SQL
1 3 (75.00%) Business Intelligence
1 3 (75.00%) User Acceptance Testing
1 3 (75.00%) Analytical Skills
2 2 (50.00%) System Integration Testing
2 2 (50.00%) Jenkins
2 2 (50.00%) Release Management
2 2 (50.00%) Virtual Team
2 2 (50.00%) Derivative
2 2 (50.00%) Degree
2 2 (50.00%) Strategic Planning
2 2 (50.00%) Ext JS
2 2 (50.00%) Git (software)
2 2 (50.00%) RESTful
2 2 (50.00%) Open Source
2 2 (50.00%) Hibernate
2 2 (50.00%) TDD
2 2 (50.00%) Subversion
2 2 (50.00%) Spring
2 2 (50.00%) Maven
2 2 (50.00%) J2EE
2 2 (50.00%) HTML
2 2 (50.00%) Java
2 2 (50.00%) JavaScript
2 2 (50.00%) SQL Server
2 2 (50.00%) JSP
2 2 (50.00%) Web Services
2 2 (50.00%) XML
2 2 (50.00%) Apache
2 2 (50.00%) Tomcat

Data Cleansing
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 (50.00%) Apache
1 2 (50.00%) Tomcat
2 1 (25.00%) SAS
Business Applications
1 1 (25.00%) SAP BPC
Database & Business Intelligence
1 2 (50.00%) Data Warehouse
1 2 (50.00%) SQL Server
2 1 (25.00%) BusinessObjects
2 1 (25.00%) DB2
2 1 (25.00%) RDBMS
2 1 (25.00%) Relational Database
2 1 (25.00%) SAP BI
2 1 (25.00%) SAP Data Services
2 1 (25.00%) SAS Enterprise Guide
2 1 (25.00%) SQL Server Integration Services
2 1 (25.00%) SQL Server Reporting Services
Development Applications
1 2 (50.00%) Git (software)
1 2 (50.00%) Jenkins
1 2 (50.00%) Maven
1 2 (50.00%) Subversion
Job Titles
1 2 (50.00%) Developer
1 2 (50.00%) Java Developer
2 1 (25.00%) Analytics Consultant
2 1 (25.00%) Business Consultant
2 1 (25.00%) Business Intelligence Consultant
2 1 (25.00%) Business Intelligence Developer
2 1 (25.00%) Consultant
2 1 (25.00%) SAP BI Consultant
2 1 (25.00%) SAP Business Consultant
2 1 (25.00%) SAP Consultant
2 1 (25.00%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 2 (50.00%) Ext JS
1 2 (50.00%) Hibernate
1 2 (50.00%) HTML
1 2 (50.00%) J2EE
1 2 (50.00%) JSP
1 2 (50.00%) RESTful
1 2 (50.00%) Spring
1 2 (50.00%) Web Services
1 2 (50.00%) XML
2 1 (25.00%) COM
Miscellaneous
1 3 (75.00%) Analytical Skills
2 2 (50.00%) Derivative
2 2 (50.00%) Virtual Team
3 1 (25.00%) Data Extraction
Processes & Methodologies
1 3 (75.00%) Business Intelligence
1 3 (75.00%) User Acceptance Testing
2 2 (50.00%) Open Source
2 2 (50.00%) Release Management
2 2 (50.00%) Strategic Planning
2 2 (50.00%) System Integration Testing
2 2 (50.00%) TDD
3 1 (25.00%) Analytics
3 1 (25.00%) Business Analytics
3 1 (25.00%) Data Modelling
3 1 (25.00%) ETL
3 1 (25.00%) Front End Development
3 1 (25.00%) Performance Tuning
3 1 (25.00%) Project Management
3 1 (25.00%) Test Scripting
Programming Languages
1 3 (75.00%) SQL
2 2 (50.00%) Java
2 2 (50.00%) JavaScript
3 1 (25.00%) SAS Macro
Qualifications
1 2 (50.00%) Degree
Vendors
1 1 (25.00%) Microsoft
1 1 (25.00%) Oracle
1 1 (25.00%) SAP
Edinburgh, Midlothian
Oliver James Associates
Salary: £70000 - £90000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 2 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 6 days ago