Data Cleansing Contracts in London

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

The following table provides summary statistics for contract job vacancies advertised in London with 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 278 335 454
Rank change year-on-year +57 +119 -111
Contract jobs citing Data Cleansing 112 143 142
As % of all contract jobs advertised in London 0.64% 0.56% 0.37%
As % of the Processes & Methodologies category 0.72% 0.62% 0.40%
Number of daily rates quoted 79 88 103
10th Percentile £313 £367 £363
25th Percentile £350 £424 £438
Median daily rate (50th Percentile) £440 £550 £525
Median % change year-on-year -20.00% +4.76% +10.53%
75th Percentile £550 £638 £625
90th Percentile £643 £800 £723
England median daily rate £450 £525 £500
% change year-on-year -14.29% +5.00% +5.26%
Number of hourly rates quoted 2 2 3
10th Percentile £21.23 £16.18 £20.93
25th Percentile £23.02 £17.56 £22.17
Median hourly rate £27.56 £21.75 £25.50
Median % change year-on-year +26.70% -14.71% -
75th Percentile £32.55 £26.56 £43.06
90th Percentile £34.62 £28.33 £52.85
England median hourly rate £19.61 £22.16 £23.34
% change year-on-year -11.50% -5.04% -31.37%

All Process and Methodology Skills
London

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 advertised in London with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 15,450 23,106 35,695
As % of all contract IT jobs advertised in London 88.36% 90.87% 92.20%
Number of daily rates quoted 11,083 16,714 26,163
10th Percentile £340 £375 £390
25th Percentile £449 £475 £475
Median daily rate (50th Percentile) £550 £590 £575
Median % change year-on-year -6.78% +2.61% +9.52%
75th Percentile £675 £700 £688
90th Percentile £800 £800 £775
England median daily rate £525 £550 £543
% change year-on-year -4.55% +1.38% +8.50%
Number of hourly rates quoted 320 262 405
10th Percentile £15.50 £18.00 £16.50
25th Percentile £20.00 £22.50 £23.91
Median hourly rate £28.00 £39.21 £35.08
Median % change year-on-year -28.59% +11.79% +7.35%
75th Percentile £48.75 £64.50 £50.00
90th Percentile £68.08 £82.50 £67.50
England median hourly rate £37.50 £37.50 £25.00
% change year-on-year - +50.00% +11.11%

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 31 May 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 31 May 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 16 £425 -22.73% 4
South London +9 2 £338 -20.42%
East London - 2 £450 - 2
West London +28 1 £400 -15.79% 1
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 4 (3.57%) Apache Spark
1 4 (3.57%) SAS
1 4 (3.57%) SharePoint
2 2 (1.79%) Apache Airflow
3 1 (0.89%) Apache
3 1 (0.89%) IIS
3 1 (0.89%) JBoss
3 1 (0.89%) WildFly
Applications
1 10 (8.93%) Microsoft Excel
2 1 (0.89%) Microsoft Office
2 1 (0.89%) SPSS
Business Applications
1 7 (6.25%) SAP S/4HANA
2 2 (1.79%) Oracle General Ledger
2 2 (1.79%) Oracle Procure-to-Pay
2 2 (1.79%) SAP MDG
3 1 (0.89%) NetSuite
3 1 (0.89%) Salesforce CRM
3 1 (0.89%) SAP CO
3 1 (0.89%) SAP FI
3 1 (0.89%) SAP FI/CO
3 1 (0.89%) SAP FSCM
Cloud Services
1 22 (19.64%) Azure
2 16 (14.29%) Power Platform
3 8 (7.14%) AWS
4 5 (4.46%) Azure Synapse Analytics
5 4 (3.57%) Azure DevOps
5 4 (3.57%) Dynamics 365
5 4 (3.57%) OCI
6 3 (2.68%) GCP
6 3 (2.68%) Serverless
6 3 (2.68%) Snowflake
7 2 (1.79%) Azure Data Factory
7 2 (1.79%) Microsoft 365
7 2 (1.79%) OneDrive
7 2 (1.79%) PaaS
7 2 (1.79%) Power Automate
7 2 (1.79%) PowerApps
7 2 (1.79%) SaaS
7 2 (1.79%) ShareGate
8 1 (0.89%) Amazon S3
8 1 (0.89%) SuccessFactors
Communications & Networking
1 3 (2.68%) Intranet
Database & Business Intelligence
1 16 (14.29%) Power BI
2 15 (13.39%) Data Warehouse
3 9 (8.04%) Tableau
4 7 (6.25%) BusinessObjects
5 6 (5.36%) Data Mining
6 5 (4.46%) BusinessObjects Business Intelligence
6 5 (4.46%) Data Lake
6 5 (4.46%) NoSQL
6 5 (4.46%) Tableau Server
7 4 (3.57%) KDB
7 4 (3.57%) Relational Database
7 4 (3.57%) SAP Data Services
7 4 (3.57%) Snowflake Schema
8 3 (2.68%) SQL Server
9 2 (1.79%) Ataccama
9 2 (1.79%) BigQuery
9 2 (1.79%) SAP HANA
9 2 (1.79%) TIBCO EBX
10 1 (0.89%) Data Vault
10 1 (0.89%) Metadata
Development Applications
1 4 (3.57%) Git
2 2 (1.79%) ERwin
3 1 (0.89%) Jenkins
3 1 (0.89%) Oracle Forms
General
1 33 (29.46%) Finance
2 29 (25.89%) Analytical Skills
3 27 (24.11%) Social Skills
4 9 (8.04%) Marketing
5 7 (6.25%) Banking
5 7 (6.25%) Retail
6 5 (4.46%) Manufacturing
6 5 (4.46%) Public Sector
7 4 (3.57%) Law
8 3 (2.68%) Inclusion and Diversity
9 2 (1.79%) Czech Language
9 2 (1.79%) Games
9 2 (1.79%) Local Government
9 2 (1.79%) Pharmaceutical
9 2 (1.79%) Presentation Skills
10 1 (0.89%) Billing
10 1 (0.89%) French Language
10 1 (0.89%) General Ledger
10 1 (0.89%) German Language
10 1 (0.89%) Legal
Job Titles
1 31 (27.68%) Analyst
2 26 (23.21%) Data Analyst
3 19 (16.96%) Data Engineer
4 10 (8.93%) Developer
5 7 (6.25%) Architect
5 7 (6.25%) Data Manager
6 6 (5.36%) Lead
7 5 (4.46%) Consultant
7 5 (4.46%) Data Architect
7 5 (4.46%) Data Scientist
7 5 (4.46%) Senior
8 4 (3.57%) KDB Developer
8 4 (3.57%) Senior Analyst
9 3 (2.68%) Azure Data Engineer
9 3 (2.68%) Azure Engineer
9 3 (2.68%) HR Analyst
9 3 (2.68%) Oracle Consultant
9 3 (2.68%) SAP Data Architect
9 3 (2.68%) SAS Analyst
9 3 (2.68%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 7 (6.25%) PySpark
2 5 (4.46%) Oracle Fusion
3 3 (2.68%) REST
4 2 (1.79%) CSS
4 2 (1.79%) HTML
4 2 (1.79%) Kafka
4 2 (1.79%) Lightning Web Components
4 2 (1.79%) scikit-learn
4 2 (1.79%) Visualforce
5 1 (0.89%) BAPI
5 1 (0.89%) IDoc
5 1 (0.89%) Pandas
5 1 (0.89%) pytest
5 1 (0.89%) React
Miscellaneous
1 8 (7.14%) Management Information System
2 5 (4.46%) Self-Motivation
3 3 (2.68%) Algorithms
3 3 (2.68%) Analytical Mindset
3 3 (2.68%) Legacy Systems
4 2 (1.79%) Data Structures
4 2 (1.79%) Greenfield Project
4 2 (1.79%) Product Ownership
5 1 (0.89%) FMCG
5 1 (0.89%) Private Cloud
5 1 (0.89%) Public Cloud
5 1 (0.89%) Reference Data
5 1 (0.89%) Smart Meter
Operating Systems
1 4 (3.57%) Windows
2 2 (1.79%) Windows Server
3 1 (0.89%) Linux
Processes & Methodologies
1 37 (33.04%) Analytics
2 28 (25.00%) ETL
2 28 (25.00%) Migration
3 27 (24.11%) Data Management
4 26 (23.21%) Data Modelling
5 24 (21.43%) Data Governance
6 22 (19.64%) Problem-Solving
7 21 (18.75%) Data Migration
8 19 (16.96%) Data Analysis
9 18 (16.07%) Validation
9 18 (16.07%) Visualisation
10 16 (14.29%) Data Analytics
11 14 (12.50%) Business Intelligence
11 14 (12.50%) Data Pipeline
12 13 (11.61%) Data Integration
12 13 (11.61%) Data Security
12 13 (11.61%) Predictive Analytics
13 11 (9.82%) CRM
14 10 (8.93%) Agile
15 9 (8.04%) Stakeholder Management
Programming Languages
1 30 (26.79%) SQL
2 22 (19.64%) Python
3 4 (3.57%) R
4 3 (2.68%) JavaScript
4 3 (2.68%) PowerShell
5 2 (1.79%) Apex Code
5 2 (1.79%) Java
5 2 (1.79%) Scala
6 1 (0.89%) ABAP
6 1 (0.89%) Bash
6 1 (0.89%) C#
6 1 (0.89%) PL/SQL
6 1 (0.89%) Shell Script
6 1 (0.89%) T-SQL
Qualifications
1 9 (8.04%) Degree
1 9 (8.04%) Security Cleared
2 8 (7.14%) SC Cleared
3 3 (2.68%) Numerate Degree
4 2 (1.79%) Computer Science Degree
4 2 (1.79%) Master's Degree
4 2 (1.79%) PMP
4 2 (1.79%) SAP Certification
4 2 (1.79%) Tableau Certification
5 1 (0.89%) ACCA
5 1 (0.89%) CCA
5 1 (0.89%) CIMA
5 1 (0.89%) DBS Check
5 1 (0.89%) DV Cleared
Quality Assurance & Compliance
1 57 (50.89%) Data Quality
2 5 (4.46%) GDPR
3 4 (3.57%) QA
4 2 (1.79%) SLA
5 1 (0.89%) Accessibility
5 1 (0.89%) Cyber Essentials
5 1 (0.89%) Cyber Essentials PLUS
5 1 (0.89%) IFRS
5 1 (0.89%) ISO/IEC 27001
5 1 (0.89%) NIST
System Software
1 5 (4.46%) Docker
2 3 (2.68%) Active Directory
Systems Management
1 3 (2.68%) Kubernetes
2 1 (0.89%) Terraform
Vendors
1 18 (16.07%) SAP
2 14 (12.50%) Oracle
3 12 (10.71%) Microsoft
4 11 (9.82%) Salesforce
5 7 (6.25%) Databricks
6 3 (2.68%) Informatica
6 3 (2.68%) Marketo
6 3 (2.68%) Pardot
7 2 (1.79%) Embarcadero
7 2 (1.79%) Google
7 2 (1.79%) Salesforce Marketing Cloud
7 2 (1.79%) Talend
7 2 (1.79%) TIBCO
8 1 (0.89%) Ariba
8 1 (0.89%) Concur
8 1 (0.89%) Darktrace
8 1 (0.89%) Dell
8 1 (0.89%) Kronos
8 1 (0.89%) Qualys
8 1 (0.89%) Remedy