The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank - 102 92
Permanent jobs citing Data Cleansing 0 3 5
As % of all permanent IT jobs located in Glasgow - 0.23% 0.48%
As % of the Processes & Methodologies category - 0.26% 0.52%
Number of salaries quoted 0 0 0
Median salary - - -
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
Data Cleansing
Scotland

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

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
871 1165 960
As % of all permanent IT jobs located in Glasgow 89.43% 89.82% 91.43%
Number of salaries quoted 519 742 606
Median salary £43,000 £44,000 £42,500
Median salary % change year-on-year
-2.27% +3.52%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £57,500 £70,000 £56,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow 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 Glasgow

Data Cleansing
Salary Trend in Glasgow

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

Data Cleansing Salary Trend in Glasgow

Data Cleansing
Top 30 Related IT Skills in Glasgow

For the 6 months to 9 December 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 Glasgow region with a requirement for Data Cleansing.

1 3 (100.00%) Data Modelling
1 3 (100.00%) ETL
1 3 (100.00%) Business Intelligence
2 2 (66.67%) RDBMS
2 2 (66.67%) IBM
2 2 (66.67%) Project Management
2 2 (66.67%) Java
2 2 (66.67%) JavaScript
2 2 (66.67%) SQL
2 2 (66.67%) Oracle
2 2 (66.67%) MS Project
2 2 (66.67%) Windows
2 2 (66.67%) Cognos
2 2 (66.67%) MS Visio
2 2 (66.67%) Management Information System
2 2 (66.67%) Agile Software Development
2 2 (66.67%) Cognos TM1
2 2 (66.67%) Web Development
2 2 (66.67%) Degree
2 2 (66.67%) Cognos Business Intelligence
2 2 (66.67%) Systems Analysis
2 2 (66.67%) Data Mart
2 2 (66.67%) Relational Database
2 2 (66.67%) Windows Server
2 2 (66.67%) SDLC
3 1 (33.33%) Front End Development
3 1 (33.33%) Analytical Skills
3 1 (33.33%) SQL Server Integration Services
3 1 (33.33%) User Acceptance Testing
3 1 (33.33%) Test Scripting

Data Cleansing
Top Related IT Skills in Glasgow 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:

Applications
1 2 (66.67%) MS Project
1 2 (66.67%) MS Visio
Business Applications
1 2 (66.67%) Cognos Business Intelligence
1 2 (66.67%) Cognos TM1
Database & Business Intelligence
1 2 (66.67%) Data Mart
1 2 (66.67%) RDBMS
1 2 (66.67%) Relational Database
2 1 (33.33%) BusinessObjects
2 1 (33.33%) SQL Server
2 1 (33.33%) SQL Server Integration Services
2 1 (33.33%) SQL Server Reporting Services
Job Titles
1 2 (66.67%) Analyst
1 2 (66.67%) Analyst Programmer
1 2 (66.67%) Programmer
2 1 (33.33%) Analytics Consultant
2 1 (33.33%) Business Consultant
2 1 (33.33%) Business Intelligence Consultant
2 1 (33.33%) Consultant
2 1 (33.33%) Microsoft BI Consultant
2 1 (33.33%) Microsoft Consultant
2 1 (33.33%) SSIS Consultant
2 1 (33.33%) SSRS Consultant
Miscellaneous
1 2 (66.67%) Management Information System
2 1 (33.33%) Analytical Skills
Operating Systems
1 2 (66.67%) Windows
1 2 (66.67%) Windows Server
Processes & Methodologies
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Data Modelling
1 3 (100.00%) ETL
2 2 (66.67%) Agile Software Development
2 2 (66.67%) Project Management
2 2 (66.67%) SDLC
2 2 (66.67%) Systems Analysis
2 2 (66.67%) Web Development
3 1 (33.33%) Analytics
3 1 (33.33%) Business Analytics
3 1 (33.33%) Front End Development
3 1 (33.33%) Performance Tuning
3 1 (33.33%) Test Scripting
3 1 (33.33%) User Acceptance Testing
Programming Languages
1 2 (66.67%) Java
1 2 (66.67%) JavaScript
1 2 (66.67%) SQL
Qualifications
1 2 (66.67%) Degree
Vendors
1 2 (66.67%) Cognos
1 2 (66.67%) IBM
1 2 (66.67%) Oracle
2 1 (33.33%) Microsoft
2 1 (33.33%) SAP