Data Cleansing Contracts in the Thames Valley

Data Cleansing (Data Cleaning, Data Scrubbing)
South East > Thames Valley

The table below provides summary statistics for contract job vacancies advertised in the Thames Valley requiring Data Cleansing skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Cleansing over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 91 129 137
Rank change year-on-year +38 +8 -2
Contract jobs citing Data Cleansing 11 16 14
As % of all contract jobs advertised in the Thames Valley 0.73% 0.60% 0.48%
As % of the Processes & Methodologies category 0.78% 0.68% 0.52%
Number of daily rates quoted 7 9 13
10th Percentile £466 £314 £202
25th Percentile £483 £325 £450
Median daily rate (50th Percentile) £500 £350 £525
Median % change year-on-year +42.86% -33.33% -11.02%
75th Percentile £579 £380 £588
90th Percentile £648 £440 £634
South East median daily rate £500 £365 £525
% change year-on-year +36.99% -30.48% -2.33%

All Process and Methodology Skills
Thames Valley

Data Cleansing falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in the Thames Valley.

Contract vacancies with a requirement for process or methodology skills 1,403 2,340 2,682
As % of all contract IT jobs advertised in the Thames Valley 92.85% 87.12% 91.54%
Number of daily rates quoted 851 1,306 1,860
10th Percentile £300 £213 £320
25th Percentile £413 £369 £413
Median daily rate (50th Percentile) £500 £500 £500
Median % change year-on-year - - +5.26%
75th Percentile £605 £600 £600
90th Percentile £675 £675 £688
South East median daily rate £500 £500 £508
% change year-on-year - -1.53% +1.55%
Number of hourly rates quoted 58 170 62
10th Percentile £14.20 £15.30 £18.60
25th Percentile £14.54 £19.48 £24.86
Median hourly rate £32.05 £45.00 £51.25
Median % change year-on-year -28.78% -12.20% +192.86%
75th Percentile £62.44 £64.57 £66.21
90th Percentile £78.03 £85.65 £79.19
South East median hourly rate £28.00 £47.50 £50.00
% change year-on-year -41.05% -5.00% +122.22%

Data Cleansing
Job Vacancy Trend in the Thames Valley

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

Job vacancy trend for Data Cleansing in the Thames Valley

Data Cleansing
Contractor Daily Rate Trend in the Thames Valley

3-month moving average daily rate quoted in jobs citing Data Cleansing in the Thames Valley.

Daily rate trend for Data Cleansing in the Thames Valley

Data Cleansing
Daily Rate Histogram in the Thames Valley

Daily rate distribution for jobs citing Data Cleansing in the Thames Valley over the 6 months to 1 May 2025.

Daily rate histogram for Data Cleansing in the Thames Valley

Data Cleansing
Contractor Hourly Rate Trend in the Thames Valley

3-month moving average hourly rates quoted in jobs citing Data Cleansing in the Thames Valley.

Hourly rate trend for Data Cleansing in the Thames Valley

Data Cleansing
Contract Job Locations in the Thames Valley

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Cleansing within the Thames Valley region over the 6 months to 1 May 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Berkshire +27 10 £500 +42.86% 18
Buckinghamshire +16 1 £575 - 13
Data Cleansing
South East

Data Cleansing
Co-occurring Skills and Capabilities in the Thames Valley by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (27.27%) Apache
1 3 (27.27%) Apache Spark
Applications
1 4 (36.36%) MS Visio
2 1 (9.09%) Microsoft Excel
Business Applications
1 1 (9.09%) Oracle EBS
1 1 (9.09%) Oracle EBS R12
1 1 (9.09%) SAP S/4HANA
Cloud Services
1 3 (27.27%) AWS
1 3 (27.27%) Azure
1 3 (27.27%) GCP
2 2 (18.18%) Power Platform
3 1 (9.09%) Dynamics 365
3 1 (9.09%) OCI
Database & Business Intelligence
1 7 (63.64%) Big Data
2 6 (54.55%) Relational Database
3 5 (45.45%) Data Warehouse
4 4 (36.36%) Metadata
5 3 (27.27%) Hadoop
6 2 (18.18%) Power BI
7 1 (9.09%) SQL Server
7 1 (9.09%) Tableau
Development Applications
1 4 (36.36%) ERwin
1 4 (36.36%) PowerDesigner
2 1 (9.09%) Git
General
1 8 (72.73%) Social Skills
2 4 (36.36%) Presentation Skills
3 3 (27.27%) Analytical Skills
4 1 (9.09%) Finance
4 1 (9.09%) Inclusion and Diversity
4 1 (9.09%) Organisational Skills
4 1 (9.09%) Pharmaceutical
4 1 (9.09%) Public Sector
Job Titles
1 4 (36.36%) Data Modeller
2 3 (27.27%) Analyst
2 3 (27.27%) Data Analyst
2 3 (27.27%) Senior
3 2 (18.18%) Data Scientist
3 2 (18.18%) Senior Data Modeller
4 1 (9.09%) Data Engineer
4 1 (9.09%) Data Migration Analyst
4 1 (9.09%) Migration Analyst
4 1 (9.09%) Oracle Analyst
4 1 (9.09%) Programme Manager
4 1 (9.09%) SAP Analyst
4 1 (9.09%) SAP Data Analyst
4 1 (9.09%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 2 (18.18%) NumPy
1 2 (18.18%) Pandas
1 2 (18.18%) scikit-learn
2 1 (9.09%) Prophet
2 1 (9.09%) SAP Fiori
2 1 (9.09%) TensorFlow
2 1 (9.09%) XGBoost
Miscellaneous
1 3 (27.27%) Algorithms
2 2 (18.18%) Distributed Computing
3 1 (9.09%) Data Structures
Processes & Methodologies
1 7 (63.64%) Data Science
2 6 (54.55%) Business Intelligence
2 6 (54.55%) Data Migration
2 6 (54.55%) Migration
3 5 (45.45%) Data Modelling
3 5 (45.45%) Data Security
3 5 (45.45%) Problem-Solving
4 4 (36.36%) Computer Science
4 4 (36.36%) Data Architecture
4 4 (36.36%) Data Visualisation
4 4 (36.36%) Physical Data Model
4 4 (36.36%) Visualisation
5 3 (27.27%) Data Analysis
5 3 (27.27%) Decision-Making
5 3 (27.27%) Machine Learning
5 3 (27.27%) Statistical Modelling
5 3 (27.27%) Validation
6 2 (18.18%) Actionable Insight
6 2 (18.18%) Analytics
6 2 (18.18%) Predictive Analysis
Programming Languages
1 8 (72.73%) SQL
2 3 (27.27%) Python
3 1 (9.09%) ABAP
3 1 (9.09%) PL/SQL
3 1 (9.09%) R
Qualifications
1 4 (36.36%) Computer Science Degree
1 4 (36.36%) Degree
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
2 1 (9.09%) QA
Vendors
1 6 (54.55%) Microsoft
2 5 (45.45%) SAP
3 2 (18.18%) Google
4 1 (9.09%) Capita
4 1 (9.09%) Oracle