Period
to 15 May 2021

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 15 May 2021 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England > South East
6 months to
15 May 2021
Same period 2020 Same period 2019
Rank 337 356 462
Rank change year-on-year +19 +106 -44
Permanent jobs citing Data Cleansing 33 66 62
As % of all permanent jobs advertised in the South East 0.25% 0.38% 0.24%
As % of the Processes & Methodologies category 0.27% 0.41% 0.26%
Number of salaries quoted 22 40 54
10th Percentile £21,825 £23,925 £37,150
25th Percentile £30,000 £35,625 £40,438
Median annual salary (50th Percentile) £30,500 £45,000 £49,000
Median % change year-on-year -32.22% -8.16% +3.16%
75th Percentile £59,063 £64,000 £67,500
90th Percentile £62,375 £130,250 £77,850
England median annual salary £47,500 £50,000 £52,500
% change year-on-year -5.00% -4.76% +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 12,329 15,906 24,003
As % of all permanent IT jobs advertised in the South East 92.10% 91.29% 91.87%
Number of salaries quoted 9,359 12,928 19,575
10th Percentile £32,500 £31,250 £28,250
25th Percentile £40,500 £38,250 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
75th Percentile £65,000 £65,000 £62,500
90th Percentile £77,500 £77,500 £73,750
England median annual salary £55,000 £55,000 £52,500
% 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 15 May 2021.

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 15 May 2021. 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
Surrey +22 10 £47,500 -13.64% 2
East Sussex +16 9 £30,000 -22.08%
Thames Valley -2 4 £68,750 +37.50% 6
Kent -10 4 £30,500 -23.75%
Hampshire +18 3 £50,000 +122.22% 2
West Sussex +11 3 £30,000 -
Oxfordshire +20 2 - - 2
Berkshire -12 1 £72,500 +45.00% 3
Buckinghamshire - 1 £65,000 - 1
Data Cleansing
England

For the 6 months to 15 May 2021, 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 25 (75.76%) SQL
2 23 (69.70%) Business Intelligence
3 21 (63.64%) Power BI
3 21 (63.64%) Power Platform
4 20 (60.61%) Microsoft Excel
5 16 (48.48%) Social Skills
6 15 (45.45%) Data Analysis
6 15 (45.45%) Analytics
7 12 (36.36%) Python
8 11 (33.33%) Visualisation
8 11 (33.33%) Problem-Solving
9 10 (30.30%) Data Quality
10 9 (27.27%) Data Modelling
10 9 (27.27%) Microsoft
11 8 (24.24%) Data Warehouse
11 8 (24.24%) Finance
11 8 (24.24%) Data Governance
11 8 (24.24%) Analytical Skills
11 8 (24.24%) Dynamics 365
12 7 (21.21%) Databricks
12 7 (21.21%) Dashboard Development
12 7 (21.21%) Tableau
12 7 (21.21%) Azure
12 7 (21.21%) SharePoint
13 6 (18.18%) Project Management
13 6 (18.18%) DevOps
13 6 (18.18%) Data Analytics
13 6 (18.18%) Data Lake
13 6 (18.18%) Azure Synapse Analytics
14 5 (15.15%) Google Sheets

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 7 (21.21%) SharePoint
2 3 (9.09%) Apache Spark
3 2 (6.06%) SAS
Applications
1 20 (60.61%) Microsoft Excel
2 3 (9.09%) Microsoft Office
Business Applications
1 5 (15.15%) Shopify
2 1 (3.03%) Dynamics CRM
2 1 (3.03%) Sentinel
2 1 (3.03%) Sparx Enterprise Architect
Cloud Services
1 21 (63.64%) Power Platform
2 8 (24.24%) Dynamics 365
3 7 (21.21%) Azure
4 6 (18.18%) Azure Synapse Analytics
5 5 (15.15%) Azure Data Factory
5 5 (15.15%) Google Sheets
6 2 (6.06%) AWS
7 1 (3.03%) GCP
Database & Business Intelligence
1 21 (63.64%) Power BI
2 8 (24.24%) Data Warehouse
3 7 (21.21%) Tableau
4 6 (18.18%) Data Lake
5 5 (15.15%) PowerPivot
6 3 (9.09%) Big Data
6 3 (9.09%) SQL Server Analysis Services
6 3 (9.09%) SQL Server Integration Services
6 3 (9.09%) SQL Server Reporting Services
7 2 (6.06%) HBase
7 2 (6.06%) Oracle Reports
7 2 (6.06%) Relational Database
7 2 (6.06%) Star Schema
8 1 (3.03%) Amazon Redshift
8 1 (3.03%) NoSQL
8 1 (3.03%) PowerCenter
8 1 (3.03%) Snowflake Schema
8 1 (3.03%) SQL Server
General
1 16 (48.48%) Social Skills
2 8 (24.24%) Analytical Skills
2 8 (24.24%) Finance
3 5 (15.15%) Marketing
4 2 (6.06%) Banking
4 2 (6.06%) Local Government
4 2 (6.06%) Presentation Skills
4 2 (6.06%) Public Sector
5 1 (3.03%) Legal
5 1 (3.03%) Publishing
Job Titles
1 18 (54.55%) Analyst
2 17 (51.52%) Data Analyst
3 5 (15.15%) Developer
3 5 (15.15%) E-Commerce Analyst
4 4 (12.12%) Business Intelligence Developer
4 4 (12.12%) Business Intelligence Lead
4 4 (12.12%) Excel Analyst
4 4 (12.12%) Power BI Developer
5 3 (9.09%) 1st Line Support
5 3 (9.09%) 1st Line Technical Support
5 3 (9.09%) Azure Developer
5 3 (9.09%) Business Intelligence Analyst
5 3 (9.09%) Consultant
5 3 (9.09%) Data Engineer
5 3 (9.09%) Lead Developer
5 3 (9.09%) Power BI Analyst
5 3 (9.09%) Python Developer
5 3 (9.09%) SQL Analyst
5 3 (9.09%) SQL Data Analyst
5 3 (9.09%) Technical Support
Libraries, Frameworks & Software Standards
1 5 (15.15%) Pandas
1 5 (15.15%) RESTful
2 2 (6.06%) J2EE
2 2 (6.06%) Kafka
3 1 (3.03%) Keras
3 1 (3.03%) PyTorch
3 1 (3.03%) TensorFlow
3 1 (3.03%) XML
3 1 (3.03%) XML Schema
Miscellaneous
1 3 (9.09%) Data Structures
2 2 (6.06%) Analytical Mindset
2 2 (6.06%) Cybercrime
2 2 (6.06%) Greenfield Project
2 2 (6.06%) NHS
3 1 (3.03%) Algorithms
Processes & Methodologies
1 23 (69.70%) Business Intelligence
2 15 (45.45%) Analytics
2 15 (45.45%) Data Analysis
3 11 (33.33%) Problem-Solving
3 11 (33.33%) Visualisation
4 9 (27.27%) Data Modelling
5 8 (24.24%) Data Governance
6 7 (21.21%) Dashboard Development
7 6 (18.18%) Data Analytics
7 6 (18.18%) DevOps
7 6 (18.18%) Project Management
8 5 (15.15%) Data Management
8 5 (15.15%) Data Visualisation
8 5 (15.15%) Decision-Making
8 5 (15.15%) E-Commerce
8 5 (15.15%) Mentoring
9 4 (12.12%) ETL
9 4 (12.12%) Presales
10 3 (9.09%) Business Analytics
10 3 (9.09%) Data Mapping
Programming Languages
1 25 (75.76%) SQL
2 12 (36.36%) Python
3 5 (15.15%) PowerShell
4 3 (9.09%) Data Analysis Expressions (DAX)
4 3 (9.09%) Java
4 3 (9.09%) Scala
5 2 (6.06%) PHP
5 2 (6.06%) PL/SQL
5 2 (6.06%) R
5 2 (6.06%) VBA
6 1 (3.03%) C
6 1 (3.03%) C#
6 1 (3.03%) C++
Qualifications
1 4 (12.12%) Degree
2 3 (9.09%) HND
3 2 (6.06%) SC Cleared
3 2 (6.06%) Security Cleared
Quality Assurance & Compliance
1 10 (30.30%) Data Quality
2 1 (3.03%) GDPR
Vendors
1 9 (27.27%) Microsoft
2 7 (21.21%) Databricks
3 5 (15.15%) Google
4 4 (12.12%) Oracle
5 2 (6.06%) Salesforce.com
6 1 (3.03%) Informatica
6 1 (3.03%) Sparx
6 1 (3.03%) StreamSets