Data Cleansing Contracts in London

Data Cleansing (Data Cleaning, Data Scrubbing)
England > London

The table below provides summary statistics for contract job vacancies advertised in London 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 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 279 346 459
Rank change year-on-year +67 +113 -104
Contract jobs citing Data Cleansing 121 136 145
As % of all contract jobs advertised in London 0.68% 0.54% 0.38%
As % of the Processes & Methodologies category 0.78% 0.59% 0.41%
Number of daily rates quoted 85 83 104
10th Percentile £318 £364 £363
25th Percentile £350 £419 £438
Median daily rate (50th Percentile) £450 £550 £525
Median % change year-on-year -18.18% +4.76% +10.53%
75th Percentile £575 £638 £625
90th Percentile £714 £800 £725
England median daily rate £475 £520 £500
% change year-on-year -8.65% +4.00% +5.26%
Number of hourly rates quoted 2 1 2
10th Percentile £21.23 - £20.51
25th Percentile £23.02 £15.25 £21.13
Median hourly rate £27.56 £16.50 £22.85
Median % change year-on-year +67.02% -27.77% -
75th Percentile £32.55 £17.75 £25.13
90th Percentile £34.62 - £26.10
England median hourly rate £19.61 £20.58 £21.17
% change year-on-year -4.70% -2.79% -13.59%

All Process and Methodology Skills
London

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 London.

Contract vacancies with a requirement for process or methodology skills 15,607 22,862 35,495
As % of all contract IT jobs advertised in London 88.27% 90.90% 92.19%
Number of daily rates quoted 11,159 16,574 26,061
10th Percentile £340 £375 £394
25th Percentile £445 £475 £475
Median daily rate (50th Percentile) £550 £588 £575
Median % change year-on-year -6.38% +2.17% +9.52%
75th Percentile £675 £700 £688
90th Percentile £800 £800 £780
England median daily rate £525 £550 £550
% change year-on-year -4.55% - +10.00%
Number of hourly rates quoted 315 267 388
10th Percentile £15.50 £18.00 £17.09
25th Percentile £20.00 £22.50 £23.91
Median hourly rate £30.00 £39.42 £36.00
Median % change year-on-year -23.90% +9.50% +9.59%
75th Percentile £48.75 £64.50 £50.83
90th Percentile £67.60 £82.50 £67.50
England median hourly rate £37.50 £36.00 £25.68
% change year-on-year +4.17% +40.19% +14.13%

Data Cleansing
Job Vacancy Trend in London

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

Job vacancy trend for Data Cleansing in London

Data Cleansing
Contractor Daily Rate Trend in London

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

Daily rate trend for Data Cleansing in London

Data Cleansing
Daily Rate Histogram in London

Daily rate distribution for jobs citing Data Cleansing in London over the 6 months to 12 June 2024.

Daily rate histogram for Data Cleansing in London

Data Cleansing
Contractor Hourly Rate Trend in London

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

Hourly rate trend for Data Cleansing in London

Data Cleansing
Contract Job Locations in London

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 London region over the 6 months to 12 June 2024. 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
Central London +42 15 £463 -7.45% 4
South London +8 2 £338 -20.42%
East London - 2 £450 - 1
West London +21 1 £400 -15.79%
North London - 1 - - 1
Data Cleansing
England

Data Cleansing
Co-occurring Skills and Capabilities in London 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 5 (4.13%) Apache Spark
2 4 (3.31%) SharePoint
3 3 (2.48%) SAS
4 2 (1.65%) Apache Airflow
5 1 (0.83%) Apache
5 1 (0.83%) IIS
5 1 (0.83%) JBoss
5 1 (0.83%) WildFly
Applications
1 11 (9.09%) Microsoft Excel
2 3 (2.48%) Microsoft Office
3 2 (1.65%) Microsoft PowerPoint
3 2 (1.65%) MS Visio
4 1 (0.83%) Spreadsheet
4 1 (0.83%) SPSS
Business Applications
1 7 (5.79%) SAP S/4HANA
2 4 (3.31%) Oracle General Ledger
3 2 (1.65%) Oracle Assets
3 2 (1.65%) Oracle Procure-to-Pay
3 2 (1.65%) SAP MDG
4 1 (0.83%) NetSuite
4 1 (0.83%) Salesforce CRM
4 1 (0.83%) SAP CO
4 1 (0.83%) SAP FI
4 1 (0.83%) SAP FI/CO
4 1 (0.83%) SAP FSCM
Cloud Services
1 28 (23.14%) Azure
2 18 (14.88%) Power Platform
3 9 (7.44%) AWS
3 9 (7.44%) Azure Synapse Analytics
4 6 (4.96%) OCI
4 6 (4.96%) Serverless
5 4 (3.31%) Azure DevOps
5 4 (3.31%) Dynamics 365
5 4 (3.31%) Snowflake
6 3 (2.48%) GCP
6 3 (2.48%) PaaS
7 2 (1.65%) Amazon S3
7 2 (1.65%) Azure Data Factory
7 2 (1.65%) Azure Functions
7 2 (1.65%) Azure Machine Learning
7 2 (1.65%) Azure Pipelines
7 2 (1.65%) Microsoft 365
7 2 (1.65%) OneDrive
7 2 (1.65%) PowerApps
7 2 (1.65%) SaaS
Communications & Networking
1 3 (2.48%) Intranet
Database & Business Intelligence
1 19 (15.70%) Data Warehouse
2 18 (14.88%) Power BI
3 12 (9.92%) Tableau
4 9 (7.44%) BusinessObjects
4 9 (7.44%) NoSQL
5 8 (6.61%) Data Lake
6 7 (5.79%) BusinessObjects Business Intelligence
6 7 (5.79%) Data Mining
6 7 (5.79%) Tableau Server
7 6 (4.96%) Snowflake Schema
8 5 (4.13%) KDB
8 5 (4.13%) Relational Database
9 4 (3.31%) SAP Data Services
10 3 (2.48%) SQL Server
11 2 (1.65%) Ataccama
11 2 (1.65%) Big Data
11 2 (1.65%) BigQuery
11 2 (1.65%) SAP HANA
11 2 (1.65%) TIBCO EBX
12 1 (0.83%) Kdb+
Development Applications
1 5 (4.13%) Git
2 2 (1.65%) ERwin
2 2 (1.65%) MLflow
3 1 (0.83%) Jenkins
3 1 (0.83%) Oracle Forms
General
1 36 (29.75%) Finance
2 31 (25.62%) Analytical Skills
2 31 (25.62%) Social Skills
3 10 (8.26%) Marketing
4 7 (5.79%) Retail
5 6 (4.96%) Banking
6 5 (4.13%) Legal
6 5 (4.13%) Manufacturing
6 5 (4.13%) Public Sector
7 4 (3.31%) Law
8 3 (2.48%) Czech Language
8 3 (2.48%) Inclusion and Diversity
9 2 (1.65%) Games
9 2 (1.65%) General Ledger
9 2 (1.65%) Local Government
9 2 (1.65%) Pharmaceutical
9 2 (1.65%) Presentation Skills
10 1 (0.83%) Back Office
10 1 (0.83%) Billing
10 1 (0.83%) Military
Job Titles
1 32 (26.45%) Analyst
2 25 (20.66%) Data Analyst
3 19 (15.70%) Data Engineer
4 13 (10.74%) Developer
5 9 (7.44%) Architect
5 9 (7.44%) Senior
6 8 (6.61%) Data Scientist
7 7 (5.79%) Data Architect
7 7 (5.79%) Data Manager
7 7 (5.79%) Lead
8 6 (4.96%) Senior Analyst
9 5 (4.13%) Consultant
9 5 (4.13%) KDB Developer
9 5 (4.13%) Senior Data Scientist
10 4 (3.31%) Senior Developer
11 3 (2.48%) Analyst Developer
11 3 (2.48%) Business Intelligence Analyst
11 3 (2.48%) Integration Manager
11 3 (2.48%) Oracle Consultant
11 3 (2.48%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 7 (5.79%) PySpark
2 5 (4.13%) Oracle Fusion
3 2 (1.65%) CSS
3 2 (1.65%) HTML
3 2 (1.65%) Kafka
3 2 (1.65%) Lightning Web Components
3 2 (1.65%) REST
3 2 (1.65%) scikit-learn
3 2 (1.65%) Visualforce
4 1 (0.83%) BAPI
4 1 (0.83%) IDoc
4 1 (0.83%) Pandas
4 1 (0.83%) pytest
4 1 (0.83%) React
Miscellaneous
1 7 (5.79%) Management Information System
2 6 (4.96%) Self-Motivation
3 5 (4.13%) Algorithms
4 3 (2.48%) Analytical Mindset
4 3 (2.48%) Legacy Systems
5 2 (1.65%) Data Structures
5 2 (1.65%) Product Ownership
6 1 (0.83%) FMCG
6 1 (0.83%) Greenfield Project
6 1 (0.83%) Private Cloud
6 1 (0.83%) Public Cloud
6 1 (0.83%) Reference Data
6 1 (0.83%) Smart Meter
Operating Systems
1 4 (3.31%) Windows
2 2 (1.65%) Windows Server
3 1 (0.83%) Linux
Processes & Methodologies
1 42 (34.71%) Analytics
2 31 (25.62%) Data Modelling
2 31 (25.62%) ETL
2 31 (25.62%) Migration
3 27 (22.31%) Data Management
4 25 (20.66%) Data Governance
5 24 (19.83%) Data Migration
5 24 (19.83%) Problem-Solving
6 22 (18.18%) Data Analysis
7 21 (17.36%) Visualisation
8 19 (15.70%) Data Pipeline
9 18 (14.88%) Data Analytics
9 18 (14.88%) Validation
10 15 (12.40%) Business Intelligence
11 13 (10.74%) Agile
11 13 (10.74%) Data Integration
11 13 (10.74%) Data Science
11 13 (10.74%) Data Security
11 13 (10.74%) Machine Learning
11 13 (10.74%) Predictive Analytics
Programming Languages
1 33 (27.27%) SQL
2 25 (20.66%) Python
3 6 (4.96%) R
4 3 (2.48%) Java
4 3 (2.48%) JavaScript
4 3 (2.48%) PowerShell
4 3 (2.48%) Scala
5 2 (1.65%) Apex Code
6 1 (0.83%) ABAP
6 1 (0.83%) Bash
6 1 (0.83%) C#
6 1 (0.83%) PL/SQL
6 1 (0.83%) Shell Script
6 1 (0.83%) T-SQL
Qualifications
1 11 (9.09%) Security Cleared
2 10 (8.26%) Degree
3 8 (6.61%) SC Cleared
4 4 (3.31%) Numerate Degree
4 4 (3.31%) PMP
5 3 (2.48%) DV Cleared
5 3 (2.48%) Master's Degree
6 2 (1.65%) Computer Science Degree
6 2 (1.65%) PRINCE2 Certification
6 2 (1.65%) SAP Certification
6 2 (1.65%) Tableau Certification
7 1 (0.83%) ACCA
7 1 (0.83%) CCA
7 1 (0.83%) CIMA
7 1 (0.83%) DBS Check
Quality Assurance & Compliance
1 60 (49.59%) Data Quality
2 5 (4.13%) GDPR
3 4 (3.31%) QA
4 2 (1.65%) IFRS
4 2 (1.65%) Sarbanes-Oxley
4 2 (1.65%) SLA
5 1 (0.83%) Accessibility
5 1 (0.83%) Cyber Essentials
5 1 (0.83%) Cyber Essentials PLUS
5 1 (0.83%) IFRS 17
5 1 (0.83%) IFRS 9
5 1 (0.83%) ISO/IEC 27001
5 1 (0.83%) NIST
System Software
1 5 (4.13%) Docker
2 3 (2.48%) Active Directory
Systems Management
1 3 (2.48%) Kubernetes
2 1 (0.83%) Terraform
Vendors
1 20 (16.53%) SAP
2 18 (14.88%) Oracle
3 16 (13.22%) Microsoft
4 12 (9.92%) Salesforce
5 7 (5.79%) Databricks
6 3 (2.48%) Marketo
6 3 (2.48%) Pardot
7 2 (1.65%) Embarcadero
7 2 (1.65%) Google
7 2 (1.65%) Informatica
7 2 (1.65%) Salesforce Marketing Cloud
7 2 (1.65%) Talend
7 2 (1.65%) TIBCO
8 1 (0.83%) Ariba
8 1 (0.83%) Concur
8 1 (0.83%) Darktrace
8 1 (0.83%) Dell
8 1 (0.83%) Kronos
8 1 (0.83%) Qualys
8 1 (0.83%) Remedy