Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
Scotland > Edinburgh
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 151 141 157
Rank change year-on-year -10 +16 +3
Permanent jobs citing Data Cleansing 2 2 2
As % of all permanent IT jobs advertised in Edinburgh 0.075% 0.087% 0.065%
As % of the Processes & Methodologies category 0.082% 0.094% 0.071%
Number of salaries quoted 1 2 1
Edinburgh median annual salary £45,000 £42,250 £47,500
Median salary % change year-on-year +6.51% -11.05% +5.56%
10th Percentile £42,500 £35,775 £43,750
90th Percentile £47,500 £46,125 £51,250
Scotland median annual salary £50,000 £36,500 £47,500
% change year-on-year +36.99% -23.16% +8.57%

Data Cleansing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2442 2126 2803
As % of all permanent IT jobs advertised in Edinburgh 91.12% 92.43% 91.66%
Number of salaries quoted 1470 1380 1770
Edinburgh median annual salary £42,500 £45,000 £43,000
Median salary % change year-on-year -5.56% +4.65% +2.38%
10th Percentile £27,000 £29,715 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% +2.41%

Data Cleansing
Job Vacancy Trend in Edinburgh

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Cleansing in Edinburgh

Data Cleansing
Salary Trend in Edinburgh

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

Salary trend for Data Cleansing in Edinburgh

For the 6 months to 19 November 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 Edinburgh region with a requirement for Data Cleansing.

1 2 (100.00%) SAS
1 2 (100.00%) SQL
2 1 (50.00%) SQL Server
2 1 (50.00%) Microsoft Excel
2 1 (50.00%) Cognos
2 1 (50.00%) SPSS
2 1 (50.00%) Project Management
2 1 (50.00%) Finance
2 1 (50.00%) PostgreSQL
2 1 (50.00%) Data Management
2 1 (50.00%) Data Analysis
2 1 (50.00%) Statistical Analysis
2 1 (50.00%) Statistics
2 1 (50.00%) Degree
2 1 (50.00%) Data Extraction
2 1 (50.00%) FastStats
2 1 (50.00%) Visualisation
2 1 (50.00%) R
2 1 (50.00%) Data Visualisation
2 1 (50.00%) Data Analytics
2 1 (50.00%) Analytics
2 1 (50.00%) Database Security
2 1 (50.00%) Performance Monitoring
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Numerate Degree

Data Cleansing
Co-occurring IT Skills in Edinburgh 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 (100.00%) SAS
Applications
1 1 (50.00%) Microsoft Excel
1 1 (50.00%) SPSS
Business Applications
1 1 (50.00%) FastStats
Database & Business Intelligence
1 1 (50.00%) PostgreSQL
1 1 (50.00%) SQL Server
General
1 1 (50.00%) Finance
Job Titles
1 1 (50.00%) Administrator
1 1 (50.00%) Data Administrator
1 1 (50.00%) Data Analytics Specialist
Miscellaneous
1 1 (50.00%) Analytical Skills
Processes & Methodologies
1 1 (50.00%) Analytics
1 1 (50.00%) Data Analysis
1 1 (50.00%) Data Analytics
1 1 (50.00%) Data Extraction
1 1 (50.00%) Data Management
1 1 (50.00%) Data Visualisation
1 1 (50.00%) Database Security
1 1 (50.00%) Performance Monitoring
1 1 (50.00%) Project Management
1 1 (50.00%) Statistical Analysis
1 1 (50.00%) Statistics
1 1 (50.00%) Visualisation
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) R
Qualifications
1 1 (50.00%) Degree
1 1 (50.00%) Numerate Degree
Vendors
1 1 (50.00%) Cognos