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 contract job vacancies with an option to work from home (WFH) and a requirement for Data Cleansing skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Cleansing over the 6 months to 31 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 253 342 415
Rank change year-on-year +89 +73 -27
Contract jobs citing Data Cleansing 93 123 210
As % of all contract jobs with a WFH option 0.64% 0.51% 0.48%
As % of the Processes & Methodologies category 0.73% 0.57% 0.52%
Number of daily rates quoted 66 75 166
10th Percentile £294 £373 £355
25th Percentile £343 £448 £413
Median daily rate (50th Percentile) £438 £525 £500
Median % change year-on-year -16.62% +5.00% +5.26%
75th Percentile £547 £588 £550
90th Percentile £625 £723 £681
UK median daily rate £475 £525 £500
% change year-on-year -9.52% +5.00% +5.26%
Number of hourly rates quoted 0 7 2
10th Percentile - £16.60 £22.30
25th Percentile - £17.50 £24.00
Median hourly rate - £22.16 £28.09
Median % change year-on-year - -21.10% -
75th Percentile - - £33.42
90th Percentile - £22.55 £35.87
UK median hourly rate £19.61 £22.16 £23.34
% change year-on-year -11.50% -5.04% -31.37%

All Process and Methodology Skills
Work from Home

Data Cleansing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a WFH option and a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 12,810 21,655 40,201
As % of all contract jobs with a WFH option 87.61% 89.64% 91.01%
Number of daily rates quoted 8,641 15,361 29,229
10th Percentile £325 £363 £363
25th Percentile £425 £450 £438
Median daily rate (50th Percentile) £525 £543 £525
Median % change year-on-year -3.23% +3.33% +6.06%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 571 502 523
10th Percentile £14.88 £18.49 £14.30
25th Percentile £24.13 £25.80 £20.75
Median hourly rate £43.00 £52.50 £40.00
Median % change year-on-year -18.10% +31.25% +66.67%
75th Percentile £60.00 £67.50 £57.50
90th Percentile £75.00 £78.00 £70.00
UK median hourly rate £36.50 £36.54 £25.68
% change year-on-year -0.11% +42.29% +9.46%

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 May 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
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 3 (3.23%) SAS
2 2 (2.15%) Apache Spark
2 2 (2.15%) ArcGIS
Applications
1 6 (6.45%) Microsoft Excel
2 2 (2.15%) SPSS
3 1 (1.08%) Microsoft Office
3 1 (1.08%) Microsoft PowerPoint
3 1 (1.08%) MS Visio
3 1 (1.08%) Spreadsheet
Business Applications
1 6 (6.45%) SAP S/4HANA
2 3 (3.23%) SAP MDG
3 2 (2.15%) Infor M3
3 2 (2.15%) Movex
3 2 (2.15%) Oracle General Ledger
3 2 (2.15%) SAP FI
4 1 (1.08%) Oracle Assets
4 1 (1.08%) Oracle EBS
4 1 (1.08%) Oracle ERP
4 1 (1.08%) Oracle Procure-to-Pay
4 1 (1.08%) Salesforce CRM
4 1 (1.08%) SAP CO
4 1 (1.08%) SAP FI/CO
4 1 (1.08%) SAP FSCM
Cloud Services
1 15 (16.13%) Power Platform
2 14 (15.05%) Azure
3 7 (7.53%) AWS
4 5 (5.38%) OCI
5 4 (4.30%) Azure Data Factory
6 3 (3.23%) Azure DevOps
6 3 (3.23%) Dynamics 365
6 3 (3.23%) GCP
6 3 (3.23%) Serverless
7 2 (2.15%) PaaS
7 2 (2.15%) Salesforce Service Cloud
8 1 (1.08%) Amazon ECS
8 1 (1.08%) Amazon SageMaker
8 1 (1.08%) AWS Lambda
8 1 (1.08%) AWS Step Functions
8 1 (1.08%) Azure Synapse Analytics
8 1 (1.08%) Boomi
8 1 (1.08%) Power Automate
8 1 (1.08%) PowerApps
8 1 (1.08%) WhatsApp
Communications & Networking
1 1 (1.08%) VLAN
Database & Business Intelligence
1 15 (16.13%) Power BI
2 11 (11.83%) Data Warehouse
3 9 (9.68%) Tableau
4 6 (6.45%) Data Lake
5 5 (5.38%) SAP Data Services
6 4 (4.30%) SQL Server
7 3 (3.23%) Big Data
7 3 (3.23%) BigQuery
7 3 (3.23%) Relational Database
8 2 (2.15%) BusinessObjects
8 2 (2.15%) Data Mining
8 2 (2.15%) Data Vault
8 2 (2.15%) Geospatial Data
8 2 (2.15%) GIS
8 2 (2.15%) SAP HANA
8 2 (2.15%) SQL Server Integration Services
9 1 (1.08%) Metadata
9 1 (1.08%) Microsoft Analysis Services
9 1 (1.08%) Qlik Sense
9 1 (1.08%) SQL Server Reporting Services
Development Applications
1 3 (3.23%) ERwin
2 1 (1.08%) Git
2 1 (1.08%) Jenkins
2 1 (1.08%) Toad
2 1 (1.08%) Visual Studio
General
1 19 (20.43%) Analytical Skills
1 19 (20.43%) Finance
2 17 (18.28%) Social Skills
3 6 (6.45%) Public Sector
4 4 (4.30%) Law
4 4 (4.30%) Pharmaceutical
5 3 (3.23%) Banking
5 3 (3.23%) Inclusion and Diversity
5 3 (3.23%) Manufacturing
5 3 (3.23%) Telecoms
6 2 (2.15%) Billing
6 2 (2.15%) Czech Language
7 1 (1.08%) Aerospace
7 1 (1.08%) Back Office
7 1 (1.08%) French Language
7 1 (1.08%) General Ledger
7 1 (1.08%) Legal
7 1 (1.08%) Local Government
7 1 (1.08%) Organisational Skills
7 1 (1.08%) Retail
Job Titles
1 36 (38.71%) Analyst
2 27 (29.03%) Data Analyst
3 18 (19.35%) Data Engineer
4 8 (8.60%) Consultant
5 7 (7.53%) Architect
6 5 (5.38%) Business Analyst
6 5 (5.38%) Data Architect
7 4 (4.30%) Financial Analyst
7 4 (4.30%) SQL Analyst
7 4 (4.30%) SQL Data Analyst
8 3 (3.23%) Azure Data Engineer
8 3 (3.23%) Azure Engineer
8 3 (3.23%) Cloud Consultant
8 3 (3.23%) Data Consultant
8 3 (3.23%) Data Quality Analyst
8 3 (3.23%) Finance Systems Analyst
8 3 (3.23%) Lead
8 3 (3.23%) Master Data Analyst
8 3 (3.23%) Quality Analyst
8 3 (3.23%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (4.30%) PySpark
2 3 (3.23%) Oracle Fusion
3 2 (2.15%) scikit-learn
4 1 (1.08%) BAPI
4 1 (1.08%) D3.js
4 1 (1.08%) HTML
4 1 (1.08%) IDoc
4 1 (1.08%) JSON
4 1 (1.08%) pytest
4 1 (1.08%) React
4 1 (1.08%) REST
Miscellaneous
1 4 (4.30%) Algorithms
2 2 (2.15%) Data Structures
2 2 (2.15%) Legacy Systems
2 2 (2.15%) Management Information System
2 2 (2.15%) Smart Meter
3 1 (1.08%) NHS
3 1 (1.08%) Self-Motivation
Processes & Methodologies
1 32 (34.41%) Migration
2 29 (31.18%) Data Migration
3 24 (25.81%) Analytics
4 20 (21.51%) Data Analysis
4 20 (21.51%) Data Governance
5 19 (20.43%) Data Management
6 17 (18.28%) Business Intelligence
6 17 (18.28%) ETL
7 15 (16.13%) Visualisation
8 14 (15.05%) Data Modelling
8 14 (15.05%) Problem-Solving
8 14 (15.05%) Validation
9 13 (13.98%) Data Security
9 13 (13.98%) Predictive Analytics
10 10 (10.75%) Data Visualisation
11 9 (9.68%) Stakeholder Management
11 9 (9.68%) User Acceptance Testing
12 8 (8.60%) Data Architecture
12 8 (8.60%) Data Integration
12 8 (8.60%) Data Transformation
Programming Languages
1 30 (32.26%) SQL
2 20 (21.51%) Python
3 7 (7.53%) R
4 3 (3.23%) VBA
5 2 (2.15%) Java
5 2 (2.15%) JavaScript
5 2 (2.15%) Scala
6 1 (1.08%) ABAP
6 1 (1.08%) Data Analysis Expressions
6 1 (1.08%) PL/SQL
6 1 (1.08%) Shell Script
6 1 (1.08%) T-SQL
6 1 (1.08%) VB
Qualifications
1 7 (7.53%) Degree
2 5 (5.38%) Security Cleared
3 4 (4.30%) SC Cleared
4 2 (2.15%) ACCA
4 2 (2.15%) CIMA
4 2 (2.15%) PRINCE2 Certification
5 1 (1.08%) CCA
5 1 (1.08%) DV Cleared
5 1 (1.08%) Numerate Degree
5 1 (1.08%) PMI Certification
5 1 (1.08%) PMP
5 1 (1.08%) SAP Certification
5 1 (1.08%) Tableau Certification
Quality Assurance & Compliance
1 39 (41.94%) Data Quality
2 5 (5.38%) QA
3 2 (2.15%) GDPR
4 1 (1.08%) CDISC
4 1 (1.08%) GxP
4 1 (1.08%) IFRS
4 1 (1.08%) Sarbanes-Oxley
4 1 (1.08%) SLA
System Software
1 3 (3.23%) Docker
Systems Management
1 1 (1.08%) Kubernetes
Vendors
1 15 (16.13%) Oracle
2 11 (11.83%) SAP
3 10 (10.75%) Microsoft
4 8 (8.60%) Salesforce
5 7 (7.53%) Databricks
6 3 (3.23%) Embarcadero
7 2 (2.15%) Google
7 2 (2.15%) Informatica
8 1 (1.08%) Ariba
8 1 (1.08%) Brio
8 1 (1.08%) Civica
8 1 (1.08%) Dell
8 1 (1.08%) IBM
8 1 (1.08%) Kronos