The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Data Cleansing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Cleansing over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
UK / Scotland
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 146 162 165
Rank change year-on-year +16 +3  
Permanent jobs citing Data Cleansing 3 3 1
As % of all permanent IT jobs advertised in Scotland 0.11% 0.10% 0.032%
As % of the Processes & Methodologies category 0.12% 0.11% 0.035%
Number of salaries quoted 2 2 0
Median salary £55,000 £38,500 -
Median salary % change year-on-year +42.85% -  
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2423 2625 2820
As % of all permanent IT job vacancies advertised in Scotland 91.47% 91.56% 89.84%
Number of salaries quoted 1544 1479 1774
Median salary £45,000 £45,000 £43,913
Median salary % change year-on-year - +2.47%  
90% offered a salary of more than £32,000 £29,668 £32,000
10% offered a salary of more than £69,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Cleansing
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Data Cleansing as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing 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 in Scotland.

Salary trend for Data Cleansing in Scotland

Data Cleansing
Salary Histogram in Scotland

The salary distribution of IT jobs citing Data Cleansing in Scotland over the 3 months to 24 June 2017.

Salary histogram for Data Cleansing 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 24 June 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
Glasgow +9 1 - -
Edinburgh - 1 £45,000 -
Data Cleansing
UK

For the 6 months to 24 June 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 (85.71%) SQL
1 6 (85.71%) Analytical Skills
2 5 (71.43%) R
2 5 (71.43%) Numerate Degree
2 5 (71.43%) Data Analysis
2 5 (71.43%) Statistical Analysis
2 5 (71.43%) Statistics
2 5 (71.43%) Degree
3 3 (42.86%) Mathematics
3 3 (42.86%) Finance
3 3 (42.86%) Python
3 3 (42.86%) Actionable Insight
3 3 (42.86%) Process Improvement
3 3 (42.86%) Machine Learning
4 2 (28.57%) Data Analytics
4 2 (28.57%) Analytics
4 2 (28.57%) SPSS
4 2 (28.57%) Project Management
4 2 (28.57%) Data Extraction
4 2 (28.57%) SAS
4 2 (28.57%) Business Intelligence
5 1 (14.29%) Regression Testing
5 1 (14.29%) Oracle EBS
5 1 (14.29%) Oracle Discoverer
5 1 (14.29%) Microsoft
5 1 (14.29%) Oracle 11i
5 1 (14.29%) Microsoft Excel
5 1 (14.29%) CRM
5 1 (14.29%) ERP
5 1 (14.29%) Oracle

Data Cleansing
Co-occurring 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 (28.57%) SAS
2 1 (14.29%) Oracle Self-Service HR
Applications
1 2 (28.57%) SPSS
2 1 (14.29%) Microsoft Excel
Business Applications
1 1 (14.29%) Dynamics AX
1 1 (14.29%) Dynamics CRM
1 1 (14.29%) Oracle 11i
1 1 (14.29%) Oracle Applications
1 1 (14.29%) Oracle EBS
1 1 (14.29%) Oracle EBS R12
1 1 (14.29%) Oracle HRMS
1 1 (14.29%) Oracle iRecruitment
1 1 (14.29%) Oracle Payroll
Cloud Services
1 1 (14.29%) Dynamics 365
Database & Business Intelligence
1 1 (14.29%) Oracle BI EE
1 1 (14.29%) Oracle BI Publisher
1 1 (14.29%) Oracle Discoverer
1 1 (14.29%) Oracle Reports
1 1 (14.29%) Power BI
1 1 (14.29%) SQL Server
1 1 (14.29%) SQL Server Reporting Services
General
1 3 (42.86%) Finance
2 1 (14.29%) Manufacturing
Job Titles
1 3 (42.86%) Data Engineer
2 2 (28.57%) Analyst
3 1 (14.29%) Business Analyst
3 1 (14.29%) Consultant
3 1 (14.29%) Data Analytics Specialist
3 1 (14.29%) ERP Consultant
3 1 (14.29%) Functional Analyst
3 1 (14.29%) Functional Business Analyst
3 1 (14.29%) HR Analyst
3 1 (14.29%) HR Business Analyst
3 1 (14.29%) Oracle Analyst
3 1 (14.29%) Oracle Business Analyst
3 1 (14.29%) Oracle HRMS Analyst
3 1 (14.29%) Oracle HRMS Business Analyst
3 1 (14.29%) Oracle Payroll Analyst
3 1 (14.29%) Senior Analyst
Miscellaneous
1 6 (85.71%) Analytical Skills
Processes & Methodologies
1 5 (71.43%) Data Analysis
1 5 (71.43%) Statistical Analysis
1 5 (71.43%) Statistics
2 3 (42.86%) Actionable Insight
2 3 (42.86%) Machine Learning
2 3 (42.86%) Mathematics
2 3 (42.86%) Process Improvement
3 2 (28.57%) Analytics
3 2 (28.57%) Business Intelligence
3 2 (28.57%) Data Analytics
3 2 (28.57%) Data Extraction
3 2 (28.57%) Project Management
4 1 (14.29%) Coaching
4 1 (14.29%) CRM
4 1 (14.29%) Data Migration
4 1 (14.29%) Logistics
4 1 (14.29%) Migration
4 1 (14.29%) Presales
4 1 (14.29%) Regression Testing
4 1 (14.29%) SDLC
Programming Languages
1 6 (85.71%) SQL
2 5 (71.43%) R
3 3 (42.86%) Python
4 1 (14.29%) PL/SQL
Qualifications
1 5 (71.43%) Degree
1 5 (71.43%) Numerate Degree
Vendors
1 1 (14.29%) Microsoft
1 1 (14.29%) Oracle