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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
UK / Scotland
Rank 136 155 158
Rank change year-on-year
+19 +3
Permanent jobs citing Data Cleansing 4 5 4
As % of all permanent IT jobs located in Scotland 0.17% 0.17% 0.13%
As % of the Processes & Methodologies category 0.19% 0.19% 0.14%
Number of salaries quoted 4 1 1
Median salary £44,500 £50,000 £40,000
Median salary % change year-on-year
-11.00% +25.00%
UK excluding London median salary £42,500 £41,000 £40,500
% change year-on-year
+3.65% +1.23%

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
2061 2691 2782
As % of all permanent IT jobs located in Scotland 89.84% 90.64% 88.57%
Number of salaries quoted 1341 1711 1749
Median salary £45,000 £45,000 £43,000
Median salary % change year-on-year
- +4.65%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £65,700 £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
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Cleansing across the Scotland region over the 3 months to 22 February 2017.

Data Cleansing Salary Histogram 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 22 February 2017. 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 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
Dundee - 3 £44,500 -
Edinburgh -1 1 £55,500 +11.00% 2
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in Scotland

For the 6 months to 22 February 2017, 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 6 (100.00%) SQL
2 5 (83.33%) Data Analysis
2 5 (83.33%) Analytical Skills
3 4 (66.67%) R
3 4 (66.67%) Statistical Analysis
3 4 (66.67%) Statistics
3 4 (66.67%) Degree
4 3 (50.00%) Mathematics
4 3 (50.00%) Python
4 3 (50.00%) Finance
4 3 (50.00%) SAS
4 3 (50.00%) Process Improvement
4 3 (50.00%) Machine Learning
4 3 (50.00%) Data Extraction
4 3 (50.00%) Actionable Insight
5 2 (33.33%) Analytics
5 2 (33.33%) Amazon AWS
5 2 (33.33%) Business Intelligence
5 2 (33.33%) Oracle
5 2 (33.33%) SQL Server
5 2 (33.33%) DB2
5 2 (33.33%) Web Services
5 2 (33.33%) Linux
5 2 (33.33%) Oracle Reports
5 2 (33.33%) SAS Macro
5 2 (33.33%) SAS Enterprise Guide
6 1 (16.67%) Data Warehouse
6 1 (16.67%) RDBMS
6 1 (16.67%) MicroStrategy
6 1 (16.67%) SPSS

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 3 (50.00%) SAS
Applications
1 1 (16.67%) SPSS
Cloud Services
1 2 (33.33%) Amazon AWS
Database & Business Intelligence
1 2 (33.33%) DB2
1 2 (33.33%) Oracle Reports
1 2 (33.33%) SAS Enterprise Guide
1 2 (33.33%) SQL Server
2 1 (16.67%) Data Warehouse
2 1 (16.67%) RDBMS
2 1 (16.67%) Relational Database
General
1 3 (50.00%) Finance
Job Titles
1 3 (50.00%) Data Engineer
2 1 (16.67%) Analyst
2 1 (16.67%) Senior Analyst
2 1 (16.67%) Senior Data Warehouse Specialist
2 1 (16.67%) Technical Specialist
Libraries, Frameworks & Software Standards
1 2 (33.33%) Web Services
Miscellaneous
1 5 (83.33%) Analytical Skills
Operating Systems
1 2 (33.33%) Linux
Processes & Methodologies
1 5 (83.33%) Data Analysis
2 4 (66.67%) Statistical Analysis
2 4 (66.67%) Statistics
3 3 (50.00%) Actionable Insight
3 3 (50.00%) Data Extraction
3 3 (50.00%) Machine Learning
3 3 (50.00%) Mathematics
3 3 (50.00%) Process Improvement
4 2 (33.33%) Analytics
4 2 (33.33%) Business Intelligence
5 1 (16.67%) Data Analytics
5 1 (16.67%) Performance Optimisation
Programming Languages
1 6 (100.00%) SQL
2 4 (66.67%) R
3 3 (50.00%) Python
4 2 (33.33%) SAS Macro
Qualifications
1 4 (66.67%) Degree
Vendors
1 2 (33.33%) Oracle
2 1 (16.67%) MicroStrategy
Edinburgh
Churchill Frank
Salary: £41000 - £61000 per annum + Benefits
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £50000 - £61000 per annum
Posted: 8 days ago