Data Cleansing Contracts in Berkshire

Data Cleansing (Data Cleaning, Data Scrubbing)
South East > Berkshire

The table below provides summary statistics for contract job vacancies advertised in Berkshire 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 83 110 103
Rank change year-on-year +27 -7 +3
Contract jobs citing Data Cleansing 10 14 12
As % of all contract jobs advertised in Berkshire 0.85% 0.71% 0.66%
As % of the Processes & Methodologies category 0.91% 0.79% 0.73%
Number of daily rates quoted 6 8 11
10th Percentile £466 £313 £141
25th Percentile £475 £323 £454
Median daily rate (50th Percentile) £500 £350 £525
Median % change year-on-year +42.86% -33.33% -12.50%
75th Percentile £534 £391 £603
90th Percentile £623 £448 £638
South East median daily rate £500 £365 £525
% change year-on-year +36.99% -30.48% -2.33%

All Process and Methodology Skills
Berkshire

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 Berkshire.

Contract vacancies with a requirement for process or methodology skills 1,096 1,764 1,640
As % of all contract IT jobs advertised in Berkshire 93.44% 88.91% 90.66%
Number of daily rates quoted 641 918 1,053
10th Percentile £313 £213 £341
25th Percentile £413 £375 £425
Median daily rate (50th Percentile) £500 £511 £525
Median % change year-on-year -2.10% -2.71% +5.00%
75th Percentile £615 £608 £626
90th Percentile £675 £675 £711
South East median daily rate £500 £500 £508
% change year-on-year - -1.53% +1.55%
Number of hourly rates quoted 26 101 48
10th Percentile £22.29 £20.17 £19.20
25th Percentile £32.05 £41.50 £25.72
Median hourly rate £61.50 £61.60 £57.82
Median % change year-on-year -0.17% +6.54% +174.67%
75th Percentile £76.77 £71.75 £73.69
90th Percentile £88.19 £87.46 £79.51
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 Berkshire

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

Job vacancy trend for Data Cleansing in Berkshire

Data Cleansing
Contractor Daily Rate Trend in Berkshire

3-month moving average daily rate quoted in jobs citing Data Cleansing in Berkshire.

Daily rate trend for Data Cleansing in Berkshire

Data Cleansing
Daily Rate Histogram in Berkshire

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

Daily rate histogram for Data Cleansing in Berkshire

Data Cleansing
Contractor Hourly Rate Trend in Berkshire

3-month moving average hourly rates quoted in jobs citing Data Cleansing in Berkshire.

Hourly rate trend for Data Cleansing in Berkshire

Data Cleansing
Contract Job Locations in Berkshire

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 Berkshire 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
Windsor - 4 £489 -
Wokingham - 3 £500 -
Reading +26 1 - - 10
Data Cleansing
South East

Data Cleansing
Co-occurring Skills and Capabilities in Berkshire 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 (30.00%) Apache
1 3 (30.00%) Apache Spark
Applications
1 4 (40.00%) MS Visio
2 1 (10.00%) Microsoft Excel
Business Applications
1 1 (10.00%) Oracle EBS
1 1 (10.00%) Oracle EBS R12
Cloud Services
1 3 (30.00%) AWS
1 3 (30.00%) Azure
1 3 (30.00%) GCP
2 1 (10.00%) Dynamics 365
2 1 (10.00%) OCI
2 1 (10.00%) Power Platform
Database & Business Intelligence
1 7 (70.00%) Big Data
2 6 (60.00%) Relational Database
3 4 (40.00%) Data Warehouse
3 4 (40.00%) Metadata
4 3 (30.00%) Hadoop
5 1 (10.00%) Power BI
Development Applications
1 4 (40.00%) ERwin
1 4 (40.00%) PowerDesigner
2 1 (10.00%) Git
General
1 7 (70.00%) Social Skills
2 4 (40.00%) Presentation Skills
3 2 (20.00%) Analytical Skills
4 1 (10.00%) Finance
4 1 (10.00%) Inclusion and Diversity
4 1 (10.00%) Organisational Skills
4 1 (10.00%) Pharmaceutical
4 1 (10.00%) Public Sector
Job Titles
1 4 (40.00%) Data Modeller
2 3 (30.00%) Senior
3 2 (20.00%) Analyst
3 2 (20.00%) Data Analyst
3 2 (20.00%) Data Scientist
3 2 (20.00%) Senior Data Modeller
4 1 (10.00%) Data Engineer
4 1 (10.00%) Data Migration Analyst
4 1 (10.00%) Migration Analyst
4 1 (10.00%) Oracle Analyst
4 1 (10.00%) Programme Manager
4 1 (10.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 2 (20.00%) NumPy
1 2 (20.00%) Pandas
1 2 (20.00%) scikit-learn
2 1 (10.00%) Prophet
2 1 (10.00%) TensorFlow
2 1 (10.00%) XGBoost
Miscellaneous
1 3 (30.00%) Algorithms
2 2 (20.00%) Distributed Computing
3 1 (10.00%) Data Structures
Processes & Methodologies
1 7 (70.00%) Data Science
2 6 (60.00%) Data Migration
2 6 (60.00%) Migration
3 5 (50.00%) Business Intelligence
4 4 (40.00%) Computer Science
4 4 (40.00%) Data Architecture
4 4 (40.00%) Data Modelling
4 4 (40.00%) Data Security
4 4 (40.00%) Physical Data Model
4 4 (40.00%) Problem-Solving
5 3 (30.00%) Data Visualisation
5 3 (30.00%) Machine Learning
5 3 (30.00%) Visualisation
6 2 (20.00%) Data Analysis
6 2 (20.00%) Predictive Analysis
6 2 (20.00%) Predictive Modelling
6 2 (20.00%) Stakeholder Management
6 2 (20.00%) Statistical Modelling
6 2 (20.00%) Time Series Analysis
6 2 (20.00%) Validation
Programming Languages
1 7 (70.00%) SQL
2 2 (20.00%) Python
3 1 (10.00%) PL/SQL
Qualifications
1 4 (40.00%) Computer Science Degree
1 4 (40.00%) Degree
Quality Assurance & Compliance
1 2 (20.00%) Data Quality
Vendors
1 5 (50.00%) Microsoft
2 4 (40.00%) SAP
3 2 (20.00%) Google
4 1 (10.00%) Capita
4 1 (10.00%) Oracle