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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 140 161 175
Rank change year-on-year
+21 +14
Permanent jobs citing Data Cleansing 5 2 6
As % of all permanent IT jobs located in Scotland 0.20% 0.060% 0.16%
As % of the Processes & Methodologies category 0.22% 0.067% 0.19%
Number of salaries quoted 4 1 2
Median salary £36,500 £47,500 £43,750
Median salary % change year-on-year
-23.15% +8.57%
90% offered a salary of more than £33,000 £47,500 £42,750
10% offered a salary of more than £43,150 £47,500 £44,750
UK excluding London median salary £40,000 £40,000 £40,000
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
2259 2992 3143
As % of all permanent IT jobs located in Scotland 89.61% 90.34% 86.04%
Number of salaries quoted 1406 1886 2007
Median salary £45,000 £45,000 £42,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £30,738 £32,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 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 - 3 £33,000 -
Edinburgh +15 2 £42,250 -11.05%
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in Scotland

For the 6 months to 30 September 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 8 (100.00%) Business Intelligence
2 6 (75.00%) SQL
3 5 (62.50%) Analytical Skills
4 4 (50.00%) Java
4 4 (50.00%) JavaScript
4 4 (50.00%) Oracle
4 4 (50.00%) SQL Server
4 4 (50.00%) Web Services
4 4 (50.00%) Data Modelling
4 4 (50.00%) ETL
4 4 (50.00%) User Acceptance Testing
4 4 (50.00%) Degree
5 3 (37.50%) RDBMS
5 3 (37.50%) Data Warehouse
5 3 (37.50%) Project Management
5 3 (37.50%) Analytics
5 3 (37.50%) Relational Database
6 2 (25.00%) Virtual Team
6 2 (25.00%) Jenkins
6 2 (25.00%) Performance Tuning
6 2 (25.00%) Windows Server
6 2 (25.00%) System Integration Testing
6 2 (25.00%) SDLC
6 2 (25.00%) Front End Development
6 2 (25.00%) Management Information System
6 2 (25.00%) Finance
6 2 (25.00%) Hibernate
6 2 (25.00%) MS Visio
6 2 (25.00%) HTML
6 2 (25.00%) JSP

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 (25.00%) Apache
1 2 (25.00%) SAS
1 2 (25.00%) Tomcat
Applications
1 2 (25.00%) MS Project
1 2 (25.00%) MS Visio
Business Applications
1 2 (25.00%) Cognos Business Intelligence
1 2 (25.00%) Cognos TM1
2 1 (12.50%) SAP BPC
Cloud Services
1 2 (25.00%) Amazon AWS
Database & Business Intelligence
1 4 (50.00%) SQL Server
2 3 (37.50%) Data Warehouse
2 3 (37.50%) RDBMS
2 3 (37.50%) Relational Database
3 2 (25.00%) BusinessObjects
3 2 (25.00%) Data Mart
3 2 (25.00%) DB2
3 2 (25.00%) Oracle Reports
3 2 (25.00%) SAS Enterprise Guide
3 2 (25.00%) SQL Server Integration Services
3 2 (25.00%) SQL Server Reporting Services
4 1 (12.50%) SAP BI
4 1 (12.50%) SAP Data Services
Development Applications
1 2 (25.00%) Git (software)
1 2 (25.00%) Jenkins
1 2 (25.00%) Maven
1 2 (25.00%) Subversion
General
1 2 (25.00%) Finance
Job Titles
1 2 (25.00%) Analyst
1 2 (25.00%) Analyst Programmer
1 2 (25.00%) Analytics Consultant
1 2 (25.00%) Business Consultant
1 2 (25.00%) Business Intelligence Consultant
1 2 (25.00%) Consultant
1 2 (25.00%) Developer
1 2 (25.00%) Java Developer
1 2 (25.00%) Programmer
2 1 (12.50%) Business Intelligence Developer
2 1 (12.50%) Microsoft BI Consultant
2 1 (12.50%) Microsoft Consultant
2 1 (12.50%) SAP BI Consultant
2 1 (12.50%) SAP Business Consultant
2 1 (12.50%) SAP Consultant
2 1 (12.50%) Senior Data Warehouse Specialist
2 1 (12.50%) SSIS Consultant
2 1 (12.50%) SSRS Consultant
2 1 (12.50%) Technical Specialist
Libraries, Frameworks & Software Standards
1 4 (50.00%) Web Services
2 2 (25.00%) Ext JS
2 2 (25.00%) Hibernate
2 2 (25.00%) HTML
2 2 (25.00%) J2EE
2 2 (25.00%) JSP
2 2 (25.00%) RESTful
2 2 (25.00%) Spring
2 2 (25.00%) XML
3 1 (12.50%) COM
Miscellaneous
1 5 (62.50%) Analytical Skills
2 2 (25.00%) Data Extraction
2 2 (25.00%) Derivative
2 2 (25.00%) Management Information System
2 2 (25.00%) Virtual Team
Operating Systems
1 2 (25.00%) Linux
1 2 (25.00%) Windows
1 2 (25.00%) Windows Server
Processes & Methodologies
1 8 (100.00%) Business Intelligence
2 4 (50.00%) Data Modelling
2 4 (50.00%) ETL
2 4 (50.00%) User Acceptance Testing
3 3 (37.50%) Analytics
3 3 (37.50%) Project Management
4 2 (25.00%) Agile Software Development
4 2 (25.00%) Business Analytics
4 2 (25.00%) Front End Development
4 2 (25.00%) Open Source
4 2 (25.00%) Performance Tuning
4 2 (25.00%) Release Management
4 2 (25.00%) SDLC
4 2 (25.00%) Strategic Planning
4 2 (25.00%) System Integration Testing
4 2 (25.00%) Systems Analysis
4 2 (25.00%) TDD
4 2 (25.00%) Test Scripting
4 2 (25.00%) Web Development
5 1 (12.50%) Data Analysis
Programming Languages
1 6 (75.00%) SQL
2 4 (50.00%) Java
2 4 (50.00%) JavaScript
3 2 (25.00%) SAS Macro
Qualifications
1 4 (50.00%) Degree
Vendors
1 4 (50.00%) Oracle
2 2 (25.00%) Cognos
2 2 (25.00%) IBM
2 2 (25.00%) Microsoft
2 2 (25.00%) SAP
3 1 (12.50%) MicroStrategy