Period
to 11 August 2020

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 11 August 2020 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England > South East
6 months to
11 Aug 2020
Same period 2019 Same period 2018
Rank 317 438 436
Rank change year-on-year +121 -2 -8
Permanent jobs citing Data Cleansing 20 73 120
As % of all permanent jobs advertised in the South East 0.18% 0.28% 0.40%
As % of the Processes & Methodologies category 0.20% 0.31% 0.44%
Number of salaries quoted 11 63 101
Median annual salary £52,500 £54,000 £49,000
Median salary % change year-on-year -2.78% +10.20% +28.95%
10th Percentile £37,500 £36,250 £25,750
90th Percentile £61,250 £78,000 £65,000
England median annual salary £50,000 £52,500 £47,500
% change year-on-year -4.76% +10.53% -5.00%

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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 9,945 23,817 27,133
As % of all permanent IT jobs advertised in the South East 91.24% 91.15% 90.37%
Number of salaries quoted 8,010 19,132 22,391
Median annual salary £51,500 £50,000 £47,500
Median salary % change year-on-year +3.00% +5.26% +5.56%
10th Percentile £31,250 £28,250 £28,500
90th Percentile £76,250 £75,000 £70,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Data Cleansing
Job Vacancy Trend in the South East

Job postings citing Data Cleansing as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Data Cleansing in the South East

Data Cleansing
Salary Trend in the South East

3-month moving average salary quoted in jobs citing Data Cleansing in the South East.

Salary trend for Data Cleansing in the South East

Data Cleansing
Salary Histogram in the South East

Salary distribution for jobs citing Data Cleansing in the South East over the 6 months to 11 August 2020.

Salary histogram for Data Cleansing in the South East

Data Cleansing
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the South East region over the 6 months to 11 August 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley +124 7 £50,000 +5.26% 1
Berkshire +95 6 £50,000 -2.91% 1
Hampshire +75 5 £50,000 -7.41%
Surrey +80 3 £55,000 -15.38% 1
East Sussex +52 2 £39,250 +4.67%
West Sussex - 2 - - 1
Oxfordshire +46 1 - -
Kent - 1 £60,000 -
Data Cleansing
England

For the 6 months to 11 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 South East region with a requirement for Data Cleansing.

1 12 (60.00%) SQL
2 10 (50.00%) Python
3 9 (45.00%) ETL
4 8 (40.00%) Business Intelligence
4 8 (40.00%) Tableau
5 7 (35.00%) Machine Learning
5 7 (35.00%) Data Modelling
5 7 (35.00%) Finance
5 7 (35.00%) Problem-Solving
6 6 (30.00%) Data Science
6 6 (30.00%) Power Platform
6 6 (30.00%) Microsoft Excel
6 6 (30.00%) Big Data
6 6 (30.00%) Data Quality
6 6 (30.00%) Power BI
6 6 (30.00%) R
6 6 (30.00%) Visualisation
7 5 (25.00%) Degree
7 5 (25.00%) Data Migration
7 5 (25.00%) Data Integration
7 5 (25.00%) Data Structures
7 5 (25.00%) SQL Server
7 5 (25.00%) Migration
8 4 (20.00%) Artificial Intelligence
8 4 (20.00%) SQL Server Reporting Services
8 4 (20.00%) SQL Server Integration Services
8 4 (20.00%) Microsoft
8 4 (20.00%) Analytical Skills
8 4 (20.00%) Relational Database
8 4 (20.00%) Statistical Modelling

Data Cleansing
Co-occurring IT Skills in the South East 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 1 (5.00%) Apache Spark
1 1 (5.00%) SAS
Applications
1 6 (30.00%) Microsoft Excel
2 3 (15.00%) Spreadsheet
3 2 (10.00%) Microsoft Office
4 1 (5.00%) Microsoft PowerPoint
4 1 (5.00%) Microsoft Project
Business Applications
1 3 (15.00%) SAP MDG
1 3 (15.00%) SAP MDM
Cloud Services
1 6 (30.00%) Power Platform
2 2 (10.00%) AWS
2 2 (10.00%) GCP
Database & Business Intelligence
1 6 (30.00%) Big Data
1 6 (30.00%) Power BI
2 5 (25.00%) SQL Server
3 4 (20.00%) Relational Database
3 4 (20.00%) SQL Server Integration Services
3 4 (20.00%) SQL Server Reporting Services
4 3 (15.00%) BODI
4 3 (15.00%) BusinessObjects
4 3 (15.00%) Data Warehouse
4 3 (15.00%) DataStage
4 3 (15.00%) NoSQL
4 3 (15.00%) SAP Data Services
5 2 (10.00%) Amazon Athena
5 2 (10.00%) Sisense
6 1 (5.00%) Hadoop
6 1 (5.00%) QlikView
Development Applications
1 3 (15.00%) LSMW
2 1 (5.00%) JIRA
General
1 7 (35.00%) Finance
2 1 (5.00%) Aerospace
2 1 (5.00%) Marketing
2 1 (5.00%) Public Sector
2 1 (5.00%) Telecoms
Job Titles
1 6 (30.00%) Analyst
2 5 (25.00%) Business Intelligence Analyst
2 5 (25.00%) Developer
3 4 (20.00%) Senior Analyst
3 4 (20.00%) Senior Business Intelligence Analyst
4 3 (15.00%) Data Engineer
4 3 (15.00%) Data Migration Developer
5 2 (10.00%) Graduate
5 2 (10.00%) Power BI Analyst
5 2 (10.00%) SAP Developer
5 2 (10.00%) SQL Analyst
5 2 (10.00%) SQL Developer
5 2 (10.00%) Tableau Analyst
6 1 (5.00%) Business Analyst
6 1 (5.00%) Data Analyst
6 1 (5.00%) Data Manager
6 1 (5.00%) Programme Manager
6 1 (5.00%) Python Engineer
6 1 (5.00%) Software Engineer
6 1 (5.00%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 3 (15.00%) BAPI
1 3 (15.00%) IDoc
2 2 (10.00%) NumPy
2 2 (10.00%) Pandas
3 1 (5.00%) Natural Language Processing
Miscellaneous
1 5 (25.00%) Data Structures
2 4 (20.00%) Analytical Skills
3 1 (5.00%) Management Information System
3 1 (5.00%) Semantic Web
Processes & Methodologies
1 9 (45.00%) ETL
2 8 (40.00%) Business Intelligence
3 7 (35.00%) Data Modelling
3 7 (35.00%) Machine Learning
3 7 (35.00%) Problem-Solving
4 6 (30.00%) Data Science
4 6 (30.00%) Visualisation
5 5 (25.00%) Data Integration
5 5 (25.00%) Data Migration
5 5 (25.00%) Migration
6 4 (20.00%) Analytics
6 4 (20.00%) Artificial Intelligence
6 4 (20.00%) Data Governance
6 4 (20.00%) Decision Tree
6 4 (20.00%) Master Data Management
6 4 (20.00%) Statistical Modelling
7 3 (15.00%) Contract Management
7 3 (15.00%) Deep Learning
7 3 (15.00%) Performance Tuning
7 3 (15.00%) System Integration Testing
Programming Languages
1 12 (60.00%) SQL
2 10 (50.00%) Python
3 6 (30.00%) R
4 4 (20.00%) Scala
5 3 (15.00%) ABAP
5 3 (15.00%) C++
5 3 (15.00%) Java
6 2 (10.00%) C
6 2 (10.00%) C#
7 1 (5.00%) MATLAB
7 1 (5.00%) VBA
Qualifications
1 5 (25.00%) Degree
2 4 (20.00%) SC Cleared
2 4 (20.00%) Security Cleared
3 3 (15.00%) PhD
4 1 (5.00%) DV Cleared
4 1 (5.00%) Master's Degree
Quality Assurance & Compliance
1 6 (30.00%) Data Quality
2 1 (5.00%) GDPR
Vendors
1 8 (40.00%) Tableau
2 4 (20.00%) Microsoft
3 3 (15.00%) SAP
4 2 (10.00%) Samsung
5 1 (5.00%) Capita