Data Cleansing Contracts with Work from Home Options

Data Cleansing (Data Cleaning, Data Scrubbing)
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work 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 31 October 2024, comparing them to the same period in the previous two years.

6 months to
31 Oct 2024
Same period 2023 Same period 2022
Rank 250 312 387
Rank change year-on-year +62 +75 -9
Contract jobs citing Data Cleansing 72 87 205
As % of all contract jobs with a WFH option 0.59% 0.46% 0.53%
As % of the Processes & Methodologies category 0.67% 0.52% 0.58%
Number of daily rates quoted 43 55 158
10th Percentile £260 £281 £304
25th Percentile £353 £413 £413
Median daily rate (50th Percentile) £500 £500 £500
75th Percentile £583 £588 £594
90th Percentile £631 £650 £675
UK median daily rate £523 £475 £495
% change year-on-year +10.00% -4.04% -5.71%
Number of hourly rates quoted 4 4 1
10th Percentile - £15.78 -
25th Percentile £19.59 £16.18 -
Median hourly rate £27.30 £16.40 £21.17
Median % change year-on-year +66.43% -22.53% +76.42%
75th Percentile £48.13 £16.96 -
90th Percentile £71.75 £17.96 -
UK median hourly rate £36.25 £16.40 £21.17
% change year-on-year +121.04% -22.53% +13.06%

All Process and Methodology Skills
Work from Home

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 with remote or hybrid options requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 10,687 16,696 35,240
As % of all contract jobs with a WFH option 88.04% 88.78% 91.21%
Number of daily rates quoted 6,714 11,676 25,347
10th Percentile £325 £350 £363
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £525 £528 £550
Median % change year-on-year -0.57% -4.00% +10.00%
75th Percentile £638 £650 £650
90th Percentile £748 £743 £750
UK median daily rate £525 £538 £550
% change year-on-year -2.33% -2.27% +7.32%
Number of hourly rates quoted 200 402 535
10th Percentile £17.50 £18.49 £16.07
25th Percentile £23.92 £26.06 £26.25
Median hourly rate £40.00 £52.50 £54.00
Median % change year-on-year -23.81% -2.78% +125.00%
75th Percentile £66.53 £70.00 £67.50
90th Percentile £75.00 £86.50 £77.50
UK median hourly rate £36.00 £43.86 £35.00
% change year-on-year -17.92% +25.31% +66.67%

Data Cleansing
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Data Cleansing as a proportion of all IT jobs advertised.

Data Cleansing trend for jobs with a WFH option

Data Cleansing
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing Data Cleansing.

Data Cleansing daily rate for jobs with a WFH option

Data Cleansing
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing Data Cleansing over the 6 months to 31 October 2024.

Data Cleansing daily rate histogram for jobs with a WFH option

Data Cleansing
Hourly Rate Trend for Jobs with a WFH Option

3-month moving average hourly rate quoted in job vacancies with a work from home option citing Data Cleansing.

Data Cleansing hourly rate for jobs with a WFH option

Data Cleansing
Hourly Rate Histogram for Jobs with a WFH Option

Hourly rate distribution for jobs with a work from home option citing Data Cleansing over the 6 months to 31 October 2024.

Data Cleansing hourly rate histogram for jobs with a WFH option

Data Cleansing
Co-occurring Skills and Capabilities with WFH Options 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 2 (2.78%) Apache Spark
1 2 (2.78%) MTS
2 1 (1.39%) Adobe Experience Manager
Applications
1 4 (5.56%) Microsoft Excel
2 1 (1.39%) Siemens NX
2 1 (1.39%) SPSS
Business Applications
1 6 (8.33%) SAP S/4HANA
2 2 (2.78%) Movex
2 2 (2.78%) Oracle Payables
2 2 (2.78%) SAP CO
2 2 (2.78%) SAP FI
2 2 (2.78%) SAP FI/CO
2 2 (2.78%) SAP FSCM
3 1 (1.39%) Aareon QL
3 1 (1.39%) Adobe Campaign
3 1 (1.39%) Infor M3
3 1 (1.39%) Loan IQ
3 1 (1.39%) MIS ActiveH
3 1 (1.39%) NEC Housing
3 1 (1.39%) OPENHousing
3 1 (1.39%) Oracle Assets
3 1 (1.39%) Oracle Cash Management
3 1 (1.39%) Oracle Financials
3 1 (1.39%) Oracle Receivables
3 1 (1.39%) SAP Business One
3 1 (1.39%) Teamcenter
Cloud Services
1 11 (15.28%) Azure
1 11 (15.28%) Power Platform
2 4 (5.56%) AWS
3 3 (4.17%) Azure DevOps
3 3 (4.17%) Serverless
4 2 (2.78%) Amazon S3
4 2 (2.78%) Azure Sentinel
4 2 (2.78%) dbt
4 2 (2.78%) Dynamics 365
4 2 (2.78%) GCP
4 2 (2.78%) Google Tag Manager
4 2 (2.78%) OCI
4 2 (2.78%) PaaS
4 2 (2.78%) Snowflake
5 1 (1.39%) Adobe Analytics
5 1 (1.39%) AppsFlyer
5 1 (1.39%) Azure Machine Learning
5 1 (1.39%) Azure Pipelines
5 1 (1.39%) SaaS
5 1 (1.39%) SAP Commerce Cloud
Database & Business Intelligence
1 11 (15.28%) Power BI
2 9 (12.50%) Data Warehouse
3 7 (9.72%) Big Data
4 6 (8.33%) SQL Server
5 5 (6.94%) Tableau
6 4 (5.56%) Data Lake
6 4 (5.56%) Data Mining
7 3 (4.17%) BigQuery
7 3 (4.17%) Oracle Database
7 3 (4.17%) PostgreSQL
7 3 (4.17%) SAP Data Services
8 2 (2.78%) Amazon Redshift
8 2 (2.78%) BusinessObjects
8 2 (2.78%) DTS
8 2 (2.78%) Looker
8 2 (2.78%) Microsoft Analysis Services
8 2 (2.78%) SAP HANA
8 2 (2.78%) SQL Server Analysis Services
9 1 (1.39%) SQL Server Integration Services
9 1 (1.39%) SQL Server Reporting Services
Development Applications
1 3 (4.17%) Git
2 2 (2.78%) LSMW
3 1 (1.39%) MLflow
General
1 21 (29.17%) Social Skills
2 17 (23.61%) Finance
3 13 (18.06%) Analytical Skills
4 8 (11.11%) Public Sector
5 5 (6.94%) Inclusion and Diversity
5 5 (6.94%) Legal
6 4 (5.56%) General Ledger
7 3 (4.17%) Local Government
8 2 (2.78%) Advertising
8 2 (2.78%) Banking
8 2 (2.78%) Czech Language
8 2 (2.78%) Law
8 2 (2.78%) Manufacturing
8 2 (2.78%) Marketing
8 2 (2.78%) Organisational Skills
9 1 (1.39%) German Language
9 1 (1.39%) Pharmaceutical
9 1 (1.39%) Presentation Skills
9 1 (1.39%) Retail
9 1 (1.39%) Social Housing
Job Titles
1 25 (34.72%) Analyst
2 20 (27.78%) Data Analyst
3 10 (13.89%) Data Engineer
4 8 (11.11%) Architect
5 6 (8.33%) Salesforce Architect
6 5 (6.94%) Consultant
6 5 (6.94%) Data Architect
6 5 (6.94%) Data Migration Lead
6 5 (6.94%) Lead
7 4 (5.56%) DBA
7 4 (5.56%) Senior
8 3 (4.17%) Data Consultant
8 3 (4.17%) Data Scientist
8 3 (4.17%) Project Manager
9 2 (2.78%) Business Analyst
9 2 (2.78%) Financial Analyst
9 2 (2.78%) Oracle DBA
9 2 (2.78%) Solutions Architect
9 2 (2.78%) SQL DBA
9 2 (2.78%) Systems Analyst
Libraries, Frameworks & Software Standards
1 3 (4.17%) PySpark
2 2 (2.78%) BAPI
3 1 (1.39%) EDI
3 1 (1.39%) Kafka
3 1 (1.39%) Matplotlib
3 1 (1.39%) Middleware
3 1 (1.39%) NumPy
3 1 (1.39%) Oracle Fusion
3 1 (1.39%) Pandas
3 1 (1.39%) Plotly
3 1 (1.39%) pytest
3 1 (1.39%) REST
3 1 (1.39%) scikit-learn
3 1 (1.39%) Web Services
Miscellaneous
1 3 (4.17%) Legacy Systems
1 3 (4.17%) Management Information System
2 2 (2.78%) Algorithms
2 2 (2.78%) Data Structures
2 2 (2.78%) Product Ownership
2 2 (2.78%) Self-Motivation
2 2 (2.78%) Smart Meter
3 1 (1.39%) CMDB
3 1 (1.39%) Freedom of Information
3 1 (1.39%) Marketing Technology
3 1 (1.39%) PropTech
3 1 (1.39%) Renewable Energy
3 1 (1.39%) SCADA
Operating Systems
1 1 (1.39%) Unix
1 1 (1.39%) Windows
Processes & Methodologies
1 25 (34.72%) Migration
2 22 (30.56%) Data Migration
3 20 (27.78%) Data Modelling
3 20 (27.78%) ETL
4 18 (25.00%) Analytics
5 17 (23.61%) Data Analysis
6 14 (19.44%) Problem-Solving
6 14 (19.44%) Validation
7 13 (18.06%) Business Intelligence
7 13 (18.06%) Data Management
8 12 (16.67%) Data Governance
9 11 (15.28%) Data Engineering
9 11 (15.28%) Visualisation
10 10 (13.89%) Data Validation
11 9 (12.50%) Data Mapping
11 9 (12.50%) Data Visualisation
12 8 (11.11%) Data Science
13 7 (9.72%) Data Transformation
14 6 (8.33%) Data Architecture
14 6 (8.33%) Data Integration
Programming Languages
1 25 (34.72%) SQL
2 20 (27.78%) Python
3 5 (6.94%) PL/SQL
4 4 (5.56%) Java
5 2 (2.78%) Bash
5 2 (2.78%) R
5 2 (2.78%) Scala
5 2 (2.78%) T-SQL
6 1 (1.39%) Data Analysis Expressions
6 1 (1.39%) VBA
Qualifications
1 9 (12.50%) Degree
2 4 (5.56%) Computer Science Degree
3 3 (4.17%) PMI Certification
3 3 (4.17%) PMP
3 3 (4.17%) Security Cleared
4 2 (2.78%) ACCA
5 1 (1.39%) CCA
5 1 (1.39%) DBS Check
5 1 (1.39%) ISEB
5 1 (1.39%) ISEB Practitioner
5 1 (1.39%) Numerate Degree
5 1 (1.39%) PRINCE2 Certification
Quality Assurance & Compliance
1 16 (22.22%) Data Quality
2 4 (5.56%) QA
3 3 (4.17%) COBIT
4 2 (2.78%) IFRS
5 1 (1.39%) GDPR
Vendors
1 13 (18.06%) SAP
2 12 (16.67%) Oracle
3 7 (9.72%) Microsoft
4 6 (8.33%) Salesforce
5 3 (4.17%) Databricks
6 2 (2.78%) Ab Initio
6 2 (2.78%) Civica
6 2 (2.78%) Google
7 1 (1.39%) Adobe
7 1 (1.39%) Ariba
7 1 (1.39%) Capita
7 1 (1.39%) Cognos
7 1 (1.39%) Genesys
7 1 (1.39%) GoldenSource
7 1 (1.39%) IBM
7 1 (1.39%) Informatica
7 1 (1.39%) Maconomy
7 1 (1.39%) NEC
7 1 (1.39%) Orchard
7 1 (1.39%) Reuters