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 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 264 334 443
Rank change year-on-year +70 +109 -98
Contract jobs citing Data Cleansing 118 97 136
As % of all contract jobs advertised in London 0.75% 0.47% 0.37%
As % of the Processes & Methodologies category 0.85% 0.53% 0.40%
Number of daily rates quoted 77 66 100
10th Percentile £287 £356 £375
25th Percentile £463 £431 £450
Median daily rate (50th Percentile) £550 £526 £538
Median % change year-on-year +4.66% -2.23% -5.70%
75th Percentile £631 £624 £663
90th Percentile £728 £685 £728
England median daily rate £516 £475 £496
% change year-on-year +8.68% -4.28% -8.10%
Number of hourly rates quoted 3 1 2
10th Percentile £35.25 - £20.22
25th Percentile £35.63 £16.63 £20.40
Median hourly rate £37.50 £17.63 £21.42
Median % change year-on-year +112.71% -17.70% -34.08%
75th Percentile £49.75 £18.63 £23.06
90th Percentile £56.35 - £23.61
England median hourly rate £49.00 £16.40 £21.84
% change year-on-year +198.78% -24.89% +16.61%

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 13,962 18,344 33,959
As % of all contract IT jobs advertised in London 89.17% 89.71% 91.65%
Number of daily rates quoted 8,995 13,225 24,324
10th Percentile £350 £363 £400
25th Percentile £450 £463 £481
Median daily rate (50th Percentile) £550 £575 £588
Median % change year-on-year -4.35% -2.13% +6.82%
75th Percentile £675 £688 £700
90th Percentile £800 £800 £798
England median daily rate £525 £550 £550
% change year-on-year -4.55% - +4.76%
Number of hourly rates quoted 168 234 277
10th Percentile £17.43 £18.21 £16.53
25th Percentile £25.17 £21.25 £23.25
Median hourly rate £38.75 £39.09 £37.50
Median % change year-on-year -0.86% +4.23% +8.70%
75th Percentile £58.75 £63.25 £59.38
90th Percentile £80.23 £77.50 £75.39
England median hourly rate £39.50 £44.50 £35.00
% change year-on-year -11.24% +27.14% +70.73%

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 October 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
Hourly Rate Histogram in London

Hourly rate distribution of jobs citing Data Cleansing in London over the 6 months to 31 October 2024.

Hourly rate histogram 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 October 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 +20 14 £591 +9.44% 3
East London - 1 - - 2
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 3 (2.54%) Apache Spark
2 2 (1.69%) Jupyter
3 1 (0.85%) Apache Airflow
Applications
1 9 (7.63%) Microsoft Excel
2 4 (3.39%) Microsoft Office
2 4 (3.39%) Microsoft PowerPoint
3 2 (1.69%) MS Visio
4 1 (0.85%) Spreadsheet
4 1 (0.85%) SPSS
Business Applications
1 4 (3.39%) Oracle Payables
2 3 (2.54%) Dynamics CRM
3 2 (1.69%) Oracle Assets
3 2 (1.69%) Oracle General Ledger
3 2 (1.69%) SAP S/4HANA
4 1 (0.85%) Loan IQ
4 1 (0.85%) Oracle EBS
4 1 (0.85%) Oracle ERP
4 1 (0.85%) Raiser’s Edge
Cloud Services
1 38 (32.20%) Azure
2 25 (21.19%) Power Platform
3 17 (14.41%) Azure Synapse Analytics
4 10 (8.47%) Azure DevOps
5 7 (5.93%) Dynamics 365
5 7 (5.93%) Serverless
6 5 (4.24%) Azure Functions
6 5 (4.24%) Azure Pipelines
7 4 (3.39%) Azure Machine Learning
7 4 (3.39%) Snowflake
8 3 (2.54%) AWS
8 3 (2.54%) Collibra
8 3 (2.54%) Microsoft Purview
8 3 (2.54%) OCI
9 2 (1.69%) Azure Data Factory
9 2 (1.69%) Azure Logic Apps
9 2 (1.69%) GCP
9 2 (1.69%) GitHub
9 2 (1.69%) Google Analytics
9 2 (1.69%) Microsoft 365
Database & Business Intelligence
1 25 (21.19%) Power BI
2 18 (15.25%) Data Warehouse
3 16 (13.56%) Tableau
4 13 (11.02%) Relational Database
5 11 (9.32%) NoSQL
5 11 (9.32%) SQL Server
6 10 (8.47%) BusinessObjects
6 10 (8.47%) BusinessObjects Business Intelligence
6 10 (8.47%) Tableau Server
7 9 (7.63%) Data Lake
7 9 (7.63%) Snowflake Schema
8 5 (4.24%) Electronic Patient Records
9 4 (3.39%) Big Data
9 4 (3.39%) SAP Data Services
10 3 (2.54%) BigQuery
10 3 (2.54%) DataStage
10 3 (2.54%) DB2
10 3 (2.54%) KDB
10 3 (2.54%) Oracle Database
10 3 (2.54%) SQL Server Integration Services
Development Applications
1 10 (8.47%) Git
2 4 (3.39%) MLflow
3 3 (2.54%) IBM UrbanCode
4 2 (1.69%) LSMW
5 1 (0.85%) Bitbucket
General
1 42 (35.59%) Finance
2 29 (24.58%) Social Skills
3 23 (19.49%) Analytical Skills
4 14 (11.86%) Legal
5 12 (10.17%) Public Sector
6 7 (5.93%) Banking
7 6 (5.08%) Marketing
8 5 (4.24%) General Ledger
8 5 (4.24%) Inclusion and Diversity
8 5 (4.24%) Investment Banking
9 3 (2.54%) Advertising
10 2 (1.69%) Corporate Banking
10 2 (1.69%) Documentation Skills
10 2 (1.69%) Law
10 2 (1.69%) Presentation Skills
10 2 (1.69%) Retail
11 1 (0.85%) Czech Language
11 1 (0.85%) German Language
11 1 (0.85%) Organisational Skills
11 1 (0.85%) Retail Banking
Job Titles
1 31 (26.27%) Analyst
2 18 (15.25%) Data Analyst
3 14 (11.86%) Lead
4 13 (11.02%) Consultant
4 13 (11.02%) Developer
5 12 (10.17%) Architect
5 12 (10.17%) Data Consultant
5 12 (10.17%) Senior
6 11 (9.32%) Data Engineer
7 10 (8.47%) Data Architect
8 9 (7.63%) Data Scientist
9 8 (6.78%) Senior Data Scientist
10 7 (5.93%) Analyst Developer
10 7 (5.93%) Project Manager
10 7 (5.93%) Senior Analyst
11 6 (5.08%) Business Intelligence Analyst
11 6 (5.08%) Business Intelligence Developer
11 6 (5.08%) Salesforce Architect
11 6 (5.08%) Senior Developer
12 5 (4.24%) Data Migration Lead
Libraries, Frameworks & Software Standards
1 4 (3.39%) Pandas
2 3 (2.54%) PySpark
2 3 (2.54%) XML
3 2 (1.69%) .NET
3 2 (1.69%) Middleware
3 2 (1.69%) NumPy
3 2 (1.69%) Oracle Fusion
4 1 (0.85%) AngularJS
4 1 (0.85%) CSS
4 1 (0.85%) HTML
4 1 (0.85%) JSON
4 1 (0.85%) Kafka
4 1 (0.85%) Matplotlib
4 1 (0.85%) pytest
4 1 (0.85%) REST
4 1 (0.85%) SOAP
Miscellaneous
1 10 (8.47%) Management Information System
2 6 (5.08%) Algorithms
2 6 (5.08%) Greenfield Project
3 5 (4.24%) Legacy Systems
3 5 (4.24%) Self-Motivation
4 3 (2.54%) Data Structures
5 1 (0.85%) CSOC
5 1 (0.85%) Market Risk
5 1 (0.85%) Multi-touch
5 1 (0.85%) NHS
5 1 (0.85%) Renewable Energy
5 1 (0.85%) Robotics
5 1 (0.85%) Smart Meter
5 1 (0.85%) Social Media
5 1 (0.85%) Solar Panel
Operating Systems
1 1 (0.85%) Unix
1 1 (0.85%) Windows
Processes & Methodologies
1 41 (34.75%) Data Modelling
2 39 (33.05%) ETL
3 35 (29.66%) Analytics
4 32 (27.12%) Migration
5 29 (24.58%) Data Migration
6 26 (22.03%) Problem-Solving
7 25 (21.19%) Business Intelligence
8 24 (20.34%) Data Analysis
9 22 (18.64%) Agile
10 20 (16.95%) Data Management
10 20 (16.95%) Data Mapping
10 20 (16.95%) Validation
11 19 (16.10%) Data Pipeline
11 19 (16.10%) Visualisation
12 18 (15.25%) Data Governance
13 17 (14.41%) Data Analytics
13 17 (14.41%) Project Management
14 16 (13.56%) Data Integration
14 16 (13.56%) Data Science
15 15 (12.71%) Data Transformation
Programming Languages
1 44 (37.29%) SQL
2 25 (21.19%) Python
3 10 (8.47%) PL/SQL
4 9 (7.63%) R
5 3 (2.54%) Bash
6 2 (1.69%) C#
6 2 (1.69%) JavaScript
6 2 (1.69%) T-SQL
7 1 (0.85%) C++
7 1 (0.85%) Data Analysis Expressions
7 1 (0.85%) Java
7 1 (0.85%) Kusto Query Language
7 1 (0.85%) Scala
7 1 (0.85%) Shell Script
Qualifications
1 25 (21.19%) Degree
2 8 (6.78%) Security Cleared
3 6 (5.08%) Master's Degree
4 5 (4.24%) ACCA
4 5 (4.24%) Computer Science Degree
4 5 (4.24%) PMP
5 4 (3.39%) Numerate Degree
6 3 (2.54%) Microsoft Certification
6 3 (2.54%) PMI Certification
6 3 (2.54%) SC Cleared
7 2 (1.69%) DV Cleared
7 2 (1.69%) PRINCE2 Certification
8 1 (0.85%) Azure Certification
8 1 (0.85%) CCA
8 1 (0.85%) PhD
Quality Assurance & Compliance
1 51 (43.22%) Data Quality
2 3 (2.54%) COBIT
3 2 (1.69%) QA
3 2 (1.69%) Sarbanes-Oxley
4 1 (0.85%) GDPR
4 1 (0.85%) IFRS
4 1 (0.85%) IFRS 17
4 1 (0.85%) IFRS 9
System Software
1 1 (0.85%) Docker
Systems Management
1 1 (0.85%) Kubernetes
1 1 (0.85%) Terraform
Vendors
1 25 (21.19%) Oracle
2 22 (18.64%) Microsoft
3 20 (16.95%) SAP
4 11 (9.32%) Salesforce
5 6 (5.08%) Databricks
5 6 (5.08%) Informatica
6 5 (4.24%) Maconomy
7 3 (2.54%) Google
7 3 (2.54%) IBM
7 3 (2.54%) Perforce
8 2 (1.69%) Ab Initio
8 2 (1.69%) TIBCO
9 1 (0.85%) Alteryx
9 1 (0.85%) Ariba
9 1 (0.85%) Cognos
9 1 (0.85%) GoldenSource
9 1 (0.85%) Reuters
9 1 (0.85%) ServiceNow
9 1 (0.85%) Splunk
9 1 (0.85%) Talend