Data Cleansing Contracts in Glasgow

Data Cleansing (Data Cleaning, Data Scrubbing)
Scotland > Glasgow

The table below provides summary statistics for contract job vacancies advertised in Glasgow 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 77 79 83
Rank change year-on-year +2 +4 -15
Contract jobs citing Data Cleansing 2 3 1
As % of all contract jobs advertised in Glasgow 0.25% 0.34% 0.11%
As % of the Processes & Methodologies category 0.27% 0.37% 0.12%
Number of daily rates quoted 2 2 1
10th Percentile £372 - -
25th Percentile £379 £513 £313
Median daily rate (50th Percentile) £397 £525 £325
Median % change year-on-year -24.48% +61.54% -22.39%
75th Percentile £420 £538 £338
90th Percentile £431 - -
Scotland median daily rate £475 £525 £475
% change year-on-year -9.52% +10.53% -

All Process and Methodology Skills
Glasgow

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 Glasgow.

Contract vacancies with a requirement for process or methodology skills 747 806 862
As % of all contract IT jobs advertised in Glasgow 93.61% 91.90% 94.31%
Number of daily rates quoted 478 515 629
10th Percentile £311 £280 £325
25th Percentile £393 £400 £410
Median daily rate (50th Percentile) £463 £475 £475
Median % change year-on-year -2.63% - +5.56%
75th Percentile £550 £588 £600
90th Percentile £603 £675 £701
Scotland median daily rate £463 £475 £475
% change year-on-year -2.63% - +2.15%
Number of hourly rates quoted 9 40 27
10th Percentile £16.18 £13.75 -
25th Percentile £16.75 £16.00 £10.63
Median hourly rate £19.83 £21.13 £13.50
Median % change year-on-year -6.14% +56.50% -66.24%
75th Percentile £65.00 £44.14 £35.00
90th Percentile £76.83 £63.75 £59.47
Scotland median hourly rate £21.59 £19.34 £17.72
% change year-on-year +11.66% +9.11% -55.69%

Data Cleansing
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Cleansing in Glasgow

Data Cleansing
Contractor Daily Rate Trend in Glasgow

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

Daily rate trend for Data Cleansing in Glasgow

Data Cleansing
Contractor Hourly Rate Trend in Glasgow

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

Hourly rate trend for Data Cleansing in Glasgow

Data Cleansing
Co-occurring Skills and Capabilities in Glasgow 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:

General
1 1 (50.00%) Analytical Skills
1 1 (50.00%) Social Skills
Job Titles
1 2 (100.00%) Analyst
2 1 (50.00%) Business Analyst
2 1 (50.00%) Data Analyst
Miscellaneous
1 1 (50.00%) Analytical Mindset
1 1 (50.00%) Legacy Systems
1 1 (50.00%) Product Ownership
1 1 (50.00%) Reference Data
Processes & Methodologies
1 2 (100.00%) Problem-Solving
2 1 (50.00%) Analytics
2 1 (50.00%) Artificial Intelligence
2 1 (50.00%) Dashboard Development
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Management
2 1 (50.00%) Data Mapping
2 1 (50.00%) Data Migration
2 1 (50.00%) Data Modelling
2 1 (50.00%) Data Pipeline
2 1 (50.00%) Data Science
2 1 (50.00%) Decision-Making
2 1 (50.00%) Machine Learning
2 1 (50.00%) Migration
2 1 (50.00%) Requirements Gathering
2 1 (50.00%) Stakeholder Management
2 1 (50.00%) User Stories
2 1 (50.00%) Workshop Facilitation
Programming Languages
1 2 (100.00%) SQL
2 1 (50.00%) Python
Quality Assurance & Compliance
1 2 (100.00%) Data Quality
Vendors
1 1 (50.00%) Alteryx