Period
to 9 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 9 August 2020 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
Berkshire > Reading
6 months to
9 Aug 2020
Same period 2019 Same period 2018
Rank 77 146 140
Rank change year-on-year +69 -6 +5
Permanent jobs citing Data Cleansing 5 10 4
As % of all permanent jobs advertised in Reading 0.54% 0.41% 0.17%
As % of the Processes & Methodologies category 0.61% 0.45% 0.19%
Number of salaries quoted 2 3 2
Median annual salary £50,000 £48,000 £45,000
Median salary % change year-on-year +4.17% +6.67% +16.88%
10th Percentile £47,500 £38,900 £41,500
90th Percentile £52,500 £90,300 £50,500
Berkshire median annual salary £50,000 £51,500 £49,000
% change year-on-year -2.91% +5.10% +30.67%

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Permanent vacancies with a requirement for process or methodology skills 820 2,209 2,107
As % of all permanent IT jobs advertised in Reading 89.32% 90.61% 89.39%
Number of salaries quoted 613 1,830 1,787
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £27,982 £28,818
90th Percentile £82,500 £80,000 £73,750
Berkshire median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +10.00% -

Data Cleansing
Job Vacancy Trend in Reading

Job postings citing Data Cleansing as a proportion of all IT jobs advertised in Reading.

Job vacancy trend for Data Cleansing in Reading

Data Cleansing
Salary Trend in Reading

3-month moving average salary quoted in jobs citing Data Cleansing in Reading.

Salary trend for Data Cleansing in Reading

For the 6 months to 9 August 2020, IT jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Reading region with a requirement for Data Cleansing.

1 5 (100.00%) ETL
1 5 (100.00%) Business Intelligence
1 5 (100.00%) Tableau
1 5 (100.00%) Power BI
1 5 (100.00%) Power Platform
2 4 (80.00%) Visualisation
2 4 (80.00%) SQL Server Integration Services
2 4 (80.00%) SQL Server Reporting Services
2 4 (80.00%) SQL
2 4 (80.00%) SQL Server
3 3 (60.00%) Python
3 3 (60.00%) R
3 3 (60.00%) Data Warehouse
4 2 (40.00%) Sisense
4 2 (40.00%) Microsoft Excel
4 2 (40.00%) OO
5 1 (20.00%) VBA
5 1 (20.00%) Business Analysis
5 1 (20.00%) Capita
5 1 (20.00%) QlikView
5 1 (20.00%) Problem-Solving
5 1 (20.00%) Business Analytics
5 1 (20.00%) Analytics
5 1 (20.00%) Relational Database
5 1 (20.00%) Translating Business Requirements

Data Cleansing
Co-occurring IT Skills in Reading 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 (40.00%) Microsoft Excel
Cloud Services
1 5 (100.00%) Power Platform
Database & Business Intelligence
1 5 (100.00%) Power BI
2 4 (80.00%) SQL Server
2 4 (80.00%) SQL Server Integration Services
2 4 (80.00%) SQL Server Reporting Services
3 3 (60.00%) Data Warehouse
4 2 (40.00%) Sisense
5 1 (20.00%) QlikView
5 1 (20.00%) Relational Database
Job Titles
1 5 (100.00%) Analyst
1 5 (100.00%) Business Intelligence Analyst
2 4 (80.00%) Senior Analyst
2 4 (80.00%) Senior Business Intelligence Analyst
3 2 (40.00%) Power BI Analyst
3 2 (40.00%) SQL Analyst
3 2 (40.00%) Tableau Analyst
4 1 (20.00%) Business Analyst
4 1 (20.00%) Business Intelligence Business Analyst
Processes & Methodologies
1 5 (100.00%) Business Intelligence
1 5 (100.00%) ETL
2 4 (80.00%) Visualisation
3 2 (40.00%) OO
4 1 (20.00%) Analytics
4 1 (20.00%) Business Analysis
4 1 (20.00%) Business Analytics
4 1 (20.00%) Problem-Solving
4 1 (20.00%) Translating Business Requirements
Programming Languages
1 4 (80.00%) SQL
2 3 (60.00%) Python
2 3 (60.00%) R
3 1 (20.00%) VBA
Vendors
1 5 (100.00%) Tableau
2 1 (20.00%) Capita