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 average salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 23 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
23 Oct 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 162 141 149
Rank change year-on-year
-21 +8
Permanent jobs citing Data Cleansing 6 20 1
As % of all permanent IT jobs located in Scotland 0.18% 0.64% 0.032%
As % of the Processes & Methodologies category 0.21% 0.80% 0.042%
Number of salaries quoted 1 15 1
Average salary £45,000 £55,500 £45,000
Average salary % change year-on-year
-18.91% +23.33%
UK excluding London average salary £40,000 £42,500 £41,250
% change year-on-year
-5.88% +3.03%
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
2838 2511 2356
As % of all permanent IT jobs located in Scotland 83.87% 80.45% 76.37%
Number of salaries quoted 1798 1584 1600
Average salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £61,500 £60,000 £60,000
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Cleansing
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Data Cleansing across the Scotland region as a proportion of the total demand within 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 average salaries quoted in IT jobs citing Data Cleansing within the Scotland region over the 3 months to 23 October 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +2 5 - -
Edinburgh -21 1 £45,000 -18.91%
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in Scotland

For the 6 months to 23 October 2014, IT jobs across the Scotland region citing Data Cleansing also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Cleansing.

1 7 (77.78%) Data Modelling
1 7 (77.78%) Finance
2 6 (66.67%) ETL
2 6 (66.67%) Agile Software Development
2 6 (66.67%) SQL
2 6 (66.67%) SAP
3 5 (55.56%) Python
3 5 (55.56%) SharePoint
3 5 (55.56%) C#
3 5 (55.56%) XML
3 5 (55.56%) Snowflake Schema
3 5 (55.56%) Star Schema
3 5 (55.56%) Banking
3 5 (55.56%) Retail
3 5 (55.56%) Telecoms
3 5 (55.56%) SQL Server Reporting Services
3 5 (55.56%) SQL Server Integration Services
3 5 (55.56%) SQL Server Analysis Services
3 5 (55.56%) Team Foundation Server
3 5 (55.56%) Predictive Modelling
3 5 (55.56%) Waterfall
3 5 (55.56%) Performance Tuning
4 2 (22.22%) Data Migration
4 2 (22.22%) Workflow
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Migration
4 2 (22.22%) MS Project
4 2 (22.22%) MS Visio
5 1 (11.11%) ERP
5 1 (11.11%) CRM

Data Cleansing
Top Related IT Skills in Scotland by Category

For the 6 months to 23 October 2014, IT jobs across the Scotland region citing Data Cleansing also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Cleansing. Up to 20 skills are shown per category.

Application Platforms
1 5 (55.56%) SharePoint
Applications
1 2 (22.22%) MS Project
1 2 (22.22%) MS Visio
Business Applications
1 1 (11.11%) Agresso
1 1 (11.11%) SAP HR
Communications & Networking
1 1 (11.11%) HTTPS
1 1 (11.11%) SSL
Database & Business Intelligence
1 5 (55.56%) Snowflake Schema
1 5 (55.56%) Star Schema
1 5 (55.56%) SQL Server Reporting Services
1 5 (55.56%) SQL Server Integration Services
1 5 (55.56%) SQL Server Analysis Services
2 1 (11.11%) RDBMS
2 1 (11.11%) QlikView
2 1 (11.11%) Relational Database
Development Applications
1 5 (55.56%) Team Foundation Server
General
1 7 (77.78%) Finance
2 5 (55.56%) Banking
2 5 (55.56%) Retail
2 5 (55.56%) Telecoms
Job Titles
1 5 (55.56%) Developer
1 5 (55.56%) ETL Developer
2 2 (22.22%) Senior Analyst
2 2 (22.22%) Analyst
3 1 (11.11%) Analyst Programmer
3 1 (11.11%) Programmer
3 1 (11.11%) Senior Business Analyst
3 1 (11.11%) Administrator
3 1 (11.11%) Business Analyst
3 1 (11.11%) Senior Analyst Programmer
3 1 (11.11%) Senior Programmer
3 1 (11.11%) Salesforce.com Administrator
Libraries, Frameworks & Software Standards
1 5 (55.56%) XML
2 1 (11.11%) Web Services
Miscellaneous
1 1 (11.11%) Data Integration
Operating Systems
1 1 (11.11%) UNIX
1 1 (11.11%) Windows
Processes & Methodologies
1 7 (77.78%) Data Modelling
2 6 (66.67%) ETL
2 6 (66.67%) Agile Software Development
3 5 (55.56%) Predictive Modelling
3 5 (55.56%) Waterfall
3 5 (55.56%) Performance Tuning
4 2 (22.22%) Data Migration
4 2 (22.22%) Workflow
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Migration
5 1 (11.11%) ERP
5 1 (11.11%) CRM
5 1 (11.11%) PRINCE2
5 1 (11.11%) UML
5 1 (11.11%) RAD
5 1 (11.11%) Service Delivery
5 1 (11.11%) Change Management
5 1 (11.11%) Project Management
5 1 (11.11%) Asset Management
5 1 (11.11%) Data Management
Programming Languages
1 6 (66.67%) SQL
2 5 (55.56%) Python
2 5 (55.56%) C#
3 1 (11.11%) Java
3 1 (11.11%) ABAP
Qualifications
1 1 (11.11%) Degree
Vendors
1 6 (66.67%) SAP
2 1 (11.11%) Cognos
2 1 (11.11%) Oracle
2 1 (11.11%) Salesforce.com
2 1 (11.11%) Linedata
2 1 (11.11%) BI-SAM