The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
South East / Buckinghamshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 112 - 139
Rank change year-on-year - 0  
Permanent jobs citing Data Cleansing 1 0 8
As % of all permanent IT jobs advertised in Buckinghamshire 0.068% - 0.33%
As % of the Processes & Methodologies category 0.077% - 0.39%
Number of salaries quoted 1 0 4
Median salary £50,000 - £46,250
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 Buckinghamshire with a requirement for process and methodology skills.

Process & Methodology Skills
Buckinghamshire
Permanent job vacancies with a requirement for process and methodology skills 1296 1285 2033
As % of all permanent IT job vacancies advertised in Buckinghamshire 88.10% 86.01% 84.57%
Number of salaries quoted 1017 1062 1571
Median salary £47,000 £44,000 £44,000
Median salary % change year-on-year +6.81% -  
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £67,500 £62,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Cleansing
Job Vacancy Trend in Buckinghamshire

The job posting trend of jobs advertised in Buckinghamshire 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 Buckinghamshire

Data Cleansing
Salary Trend in Buckinghamshire

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

Salary trend for Data Cleansing in Buckinghamshire

For the 6 months to 23 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 Buckinghamshire region with a requirement for Data Cleansing.

1 2 (50.00%) SQL
1 2 (50.00%) Statistics
1 2 (50.00%) Degree
1 2 (50.00%) Mathematics
1 2 (50.00%) Visualisation
1 2 (50.00%) R
1 2 (50.00%) Data Visualisation
1 2 (50.00%) Machine Learning
1 2 (50.00%) Econometrics
1 2 (50.00%) Python
1 2 (50.00%) Microsoft Excel
1 2 (50.00%) Greenfield Project
2 1 (25.00%) C
2 1 (25.00%) Kalman Filter
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Microsoft
2 1 (25.00%) Retail
2 1 (25.00%) Dynamics NAV
2 1 (25.00%) Big Data
2 1 (25.00%) T-SQL
2 1 (25.00%) .NET
2 1 (25.00%) SQL Server

Data Cleansing
Co-occurring IT Skills in Buckinghamshire 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 (50.00%) Microsoft Excel
Business Applications
1 1 (25.00%) Dynamics NAV
Database & Business Intelligence
1 1 (25.00%) Big Data
1 1 (25.00%) SQL Server
General
1 1 (25.00%) Retail
Job Titles
1 2 (50.00%) Analyst
1 2 (50.00%) Data Scientist
2 1 (25.00%) Business Support Analyst
2 1 (25.00%) Business Systems Analyst
2 1 (25.00%) Data Analyst
2 1 (25.00%) Systems Analyst
2 1 (25.00%) Systems Support
2 1 (25.00%) Systems Support Analyst
Libraries, Frameworks & Software Standards
1 1 (25.00%) .NET
Miscellaneous
1 2 (50.00%) Greenfield Project
2 1 (25.00%) Analytical Skills
Processes & Methodologies
1 2 (50.00%) Data Visualisation
1 2 (50.00%) Econometrics
1 2 (50.00%) Machine Learning
1 2 (50.00%) Mathematics
1 2 (50.00%) Statistics
1 2 (50.00%) Visualisation
2 1 (25.00%) Kalman Filter
Programming Languages
1 2 (50.00%) Python
1 2 (50.00%) R
1 2 (50.00%) SQL
2 1 (25.00%) C
2 1 (25.00%) T-SQL
Qualifications
1 2 (50.00%) Degree
Vendors
1 1 (25.00%) Microsoft