Data Cleansing Contracts in the UK excluding London

Data Cleansing (Data Cleaning, Data Scrubbing)
UK > UK excluding London

The following table provides summary statistics for contract job vacancies advertised in the UK excluding 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 12 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
12 May 2024
Same period 2023 Same period 2022
Rank 299 363 336
Rank change year-on-year +64 -27 -2
Contract jobs citing Data Cleansing 89 90 179
As % of all contract jobs advertised in the UK excluding London 0.43% 0.38% 0.59%
As % of the Processes & Methodologies category 0.51% 0.43% 0.66%
Number of daily rates quoted 59 64 127
10th Percentile £325 £265 £312
25th Percentile £390 £400 £392
Median daily rate (50th Percentile) £475 £475 £475
Median % change year-on-year - - +5.56%
75th Percentile £538 £545 £550
90th Percentile £634 £638 £678
UK median daily rate £450 £524 £500
% change year-on-year -14.08% +4.75% +8.11%
Number of hourly rates quoted 2 6 5
10th Percentile £15.19 £17.50 £11.45
25th Percentile £15.68 £18.67 £12.89
Median hourly rate £16.49 £22.16 £17.50
Median % change year-on-year -25.59% +26.63% -59.77%
75th Percentile £17.30 - £37.50
90th Percentile £17.79 £22.64 £48.00
UK median hourly rate £19.61 £22.16 £30.25
% change year-on-year -11.50% -26.74% -24.38%

All Process and Methodology Skills
UK excluding 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 the UK excluding London with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 17,300 21,032 27,102
As % of all contract IT jobs advertised in the UK excluding London 84.45% 89.50% 89.03%
Number of daily rates quoted 10,314 14,532 18,929
10th Percentile £250 £256 £235
25th Percentile £380 £400 £388
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +8.57%
75th Percentile £600 £600 £575
90th Percentile £688 £688 £653
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.48%
Number of hourly rates quoted 2,056 1,281 1,348
10th Percentile £12.32 £11.00 £12.25
25th Percentile £15.25 £15.44 £14.25
Median hourly rate £38.06 £35.00 £20.00
Median % change year-on-year +8.74% +75.00% -6.98%
75th Percentile £61.26 £65.00 £47.05
90th Percentile £72.90 £73.75 £60.92
UK median hourly rate £36.50 £36.00 £25.68
% change year-on-year +1.39% +40.19% +4.82%

Data Cleansing
Job Vacancy Trend in the UK excluding London

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

Job vacancy trend for Data Cleansing in the UK excluding London

Data Cleansing
Contractor Daily Rate Trend in the UK excluding London

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

Daily rate trend for Data Cleansing in the UK excluding London

Data Cleansing
Daily Rate Histogram in the UK excluding London

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

Daily rate histogram for Data Cleansing in the UK excluding London

Data Cleansing
Contractor Hourly Rate Trend in the UK excluding London

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

Hourly rate trend for Data Cleansing in the UK excluding London

Data Cleansing
Contract Job Locations in the UK excluding 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 UK excluding London region over the 6 months to 12 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
North of England +35 30 £475 +15.85% 19
North West +34 26 £475 +15.85% 11
South East +17 22 £365 -30.48% 14
Midlands +34 19 £425 -10.53% 17
West Midlands +18 14 £438 -7.89% 12
Scotland +49 9 £525 +5.00% 3
East Midlands +27 6 £383 -59.74% 5
East of England +11 6 £488 - 13
Yorkshire +20 4 £450 -10.00% 4
South West -8 3 £441 -7.11% 19
Data Cleansing
UK

Data Cleansing
Co-occurring Skills and Capabilities in the UK excluding 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 12 (13.48%) SAS
2 4 (4.49%) Apache Spark
3 3 (3.37%) Apache
3 3 (3.37%) Confluence
4 2 (2.25%) Apache Airflow
Applications
1 12 (13.48%) Microsoft Excel
2 6 (6.74%) SPSS
3 5 (5.62%) Microsoft Office
4 4 (4.49%) Spreadsheet
5 2 (2.25%) MS Visio
6 1 (1.12%) Microsoft PowerPoint
Business Applications
1 7 (7.87%) SAP S/4HANA
2 4 (4.49%) SAP PP
3 3 (3.37%) Oracle EBS
3 3 (3.37%) Oracle ERP
4 2 (2.25%) Oracle Payables
4 2 (2.25%) Oracle Procure-to-Pay
4 2 (2.25%) Oracle Receivables
4 2 (2.25%) Salesforce CRM
4 2 (2.25%) SAP SD
5 1 (1.12%) Oracle Applications
5 1 (1.12%) Oracle Assets
5 1 (1.12%) Oracle Cash Management
5 1 (1.12%) Oracle EBS R12
5 1 (1.12%) Oracle General Ledger
5 1 (1.12%) Oracle Payroll
5 1 (1.12%) SAP FI
5 1 (1.12%) Unit4 Business World
Cloud Services
1 20 (22.47%) Power Platform
2 11 (12.36%) Azure
3 7 (7.87%) AWS
4 6 (6.74%) Collibra
4 6 (6.74%) Dynamics 365
4 6 (6.74%) Power Automate
4 6 (6.74%) Snowflake
5 5 (5.62%) Azure Data Factory
6 4 (4.49%) OCI
7 3 (3.37%) SaaS
8 2 (2.25%) AWS Data Pipeline
8 2 (2.25%) Azure Logic Apps
8 2 (2.25%) Azure Synapse Analytics
8 2 (2.25%) Cloud Computing
8 2 (2.25%) GCP
9 1 (1.12%) Amazon SageMaker
9 1 (1.12%) AWS CodePipeline
9 1 (1.12%) AWS Lambda
9 1 (1.12%) Azure App Service
9 1 (1.12%) Serverless
Communications & Networking
1 1 (1.12%) Unified Communications
1 1 (1.12%) VLAN
Database & Business Intelligence
1 20 (22.47%) Power BI
2 14 (15.73%) Tableau
3 12 (13.48%) Qlik Sense
4 11 (12.36%) Data Lake
5 10 (11.24%) SQL Server
6 7 (7.87%) Data Mining
7 6 (6.74%) Ataccama
7 6 (6.74%) Data Warehouse
8 4 (4.49%) Hadoop
8 4 (4.49%) SAP Data Services
9 3 (3.37%) Apache Hive
9 3 (3.37%) Big Data
9 3 (3.37%) SAP BW
10 2 (2.25%) Amazon Redshift
10 2 (2.25%) BigQuery
10 2 (2.25%) Delta Lake
10 2 (2.25%) Oracle Reports
10 2 (2.25%) PostgreSQL
10 2 (2.25%) Relational Database
10 2 (2.25%) SQL Server Integration Services
Development Applications
1 6 (6.74%) SQL Server Management Studio (SSMS)
2 4 (4.49%) JIRA
2 4 (4.49%) LSMW
3 2 (2.25%) Git
4 1 (1.12%) ERwin
4 1 (1.12%) GitLab
4 1 (1.12%) Visual Studio
General
1 35 (39.33%) Social Skills
2 28 (31.46%) Finance
3 17 (19.10%) Analytical Skills
4 9 (10.11%) Telecoms
5 7 (7.87%) Legal
6 5 (5.62%) Pharmaceutical
6 5 (5.62%) Presentation Skills
6 5 (5.62%) Public Sector
7 3 (3.37%) Local Government
8 2 (2.25%) Billing
8 2 (2.25%) Games
8 2 (2.25%) Marketing
8 2 (2.25%) Organisational Skills
9 1 (1.12%) Aerospace
9 1 (1.12%) Automotive
9 1 (1.12%) Health Technology
9 1 (1.12%) Inclusion and Diversity
9 1 (1.12%) Influencing Skills
9 1 (1.12%) Law
9 1 (1.12%) Manufacturing
Job Titles
1 43 (48.31%) Analyst
2 29 (32.58%) Data Analyst
3 12 (13.48%) Consultant
4 11 (12.36%) Senior
5 10 (11.24%) Senior Analyst
6 9 (10.11%) Business Analyst
6 9 (10.11%) Lead
7 7 (7.87%) Data Engineer
8 6 (6.74%) Data Quality Analyst
8 6 (6.74%) Financial Analyst
8 6 (6.74%) QA Analyst
8 6 (6.74%) Quality Analyst
8 6 (6.74%) SQL Analyst
8 6 (6.74%) SQL Data Analyst
9 5 (5.62%) Finance Business Analyst
9 5 (5.62%) Master Data Analyst
9 5 (5.62%) SAP Consultant
9 5 (5.62%) Senior Data Quality Analyst
9 5 (5.62%) Senior QA Analyst
9 5 (5.62%) Senior Quality Analyst
Libraries, Frameworks & Software Standards
1 6 (6.74%) D3.js
2 4 (4.49%) Oracle Fusion
3 3 (3.37%) BAPI
3 3 (3.37%) HTML
3 3 (3.37%) REST
4 2 (2.25%) CSS
4 2 (2.25%) Kafka
4 2 (2.25%) Lightning Web Components
4 2 (2.25%) Visualforce
5 1 (1.12%) Apache NiFi
5 1 (1.12%) AWS CDK
5 1 (1.12%) JSON
5 1 (1.12%) PostGIS
5 1 (1.12%) PySpark
Miscellaneous
1 9 (10.11%) Legacy Systems
2 4 (4.49%) Management Information System
3 3 (3.37%) Freedom of Information
4 2 (2.25%) Product Ownership
5 1 (1.12%) Cloud Native
5 1 (1.12%) Data Protection Act
5 1 (1.12%) Data Structures
5 1 (1.12%) Enterprise Cloud
5 1 (1.12%) Marketing Technology
5 1 (1.12%) NHS
5 1 (1.12%) Onboarding
5 1 (1.12%) Public Cloud
5 1 (1.12%) Virtual Team
Operating Systems
1 1 (1.12%) Windows
Processes & Methodologies
1 37 (41.57%) Data Analysis
2 29 (32.58%) Migration
3 27 (30.34%) Data Migration
4 24 (26.97%) Business Intelligence
5 20 (22.47%) Data Modelling
6 18 (20.22%) Problem-Solving
7 17 (19.10%) Data Management
7 17 (19.10%) Visualisation
8 16 (17.98%) Agile
9 15 (16.85%) ERP
10 13 (14.61%) User Acceptance Testing
11 11 (12.36%) Validation
12 10 (11.24%) Data Architecture
12 10 (11.24%) Data Visualisation
13 9 (10.11%) Data Governance
14 8 (8.99%) Project Management
14 8 (8.99%) Stakeholder Management
15 7 (7.87%) Analytics
15 7 (7.87%) Data Enrichment
16 6 (6.74%) System Integration Testing
Programming Languages
1 30 (33.71%) SQL
2 19 (21.35%) Python
3 6 (6.74%) R
4 3 (3.37%) JavaScript
4 3 (3.37%) VBA
5 2 (2.25%) Apex Code
5 2 (2.25%) Scala
6 1 (1.12%) Data Analysis Expressions
6 1 (1.12%) VB
Qualifications
1 7 (7.87%) Degree
2 5 (5.62%) ACCA
2 5 (5.62%) CIMA
2 5 (5.62%) Security Cleared
3 4 (4.49%) PMP
3 4 (4.49%) SC Cleared
4 2 (2.25%) PMI Certification
5 1 (1.12%) BPSS Clearance
5 1 (1.12%) DV Cleared
5 1 (1.12%) Master's Degree
5 1 (1.12%) PRINCE2 Certification
Quality Assurance & Compliance
1 30 (33.71%) Data Quality
2 15 (16.85%) QA
3 3 (3.37%) PMO
4 2 (2.25%) Accessibility
4 2 (2.25%) GDPR
4 2 (2.25%) IFRS
5 1 (1.12%) Disclosure Scotland
5 1 (1.12%) Sarbanes-Oxley
System Software
1 3 (3.37%) Docker
2 2 (2.25%) HDFS
Systems Management
1 2 (2.25%) Kubernetes
2 1 (1.12%) Grafana
2 1 (1.12%) Kibana
Vendors
1 22 (24.72%) SAP
2 12 (13.48%) Oracle
3 10 (11.24%) Microsoft
4 9 (10.11%) Salesforce
5 6 (6.74%) Alteryx
5 6 (6.74%) Dataiku
5 6 (6.74%) Trillium
6 3 (3.37%) Databricks
7 2 (2.25%) Ceridian
7 2 (2.25%) Concur
7 2 (2.25%) Salesforce Marketing Cloud
7 2 (2.25%) Workday
8 1 (1.12%) Brio
8 1 (1.12%) Cloudera
8 1 (1.12%) Embarcadero
8 1 (1.12%) IFS
8 1 (1.12%) Informatica
8 1 (1.12%) Liquidlogic
8 1 (1.12%) Sage