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 4 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 299 366 350
Rank change year-on-year +67 -16 -9
Contract jobs citing Data Cleansing 92 91 176
As % of all contract jobs advertised in the UK excluding London 0.45% 0.38% 0.57%
As % of the Processes & Methodologies category 0.53% 0.43% 0.64%
Number of daily rates quoted 58 63 125
10th Percentile £325 £303 £311
25th Percentile £403 £403 £384
Median daily rate (50th Percentile) £475 £475 £475
Median % change year-on-year - - +5.56%
75th Percentile £538 £545 £575
90th Percentile £634 £638 £683
UK median daily rate £450 £516 £500
% change year-on-year -12.83% +3.25% +11.11%
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 £35.00
% change year-on-year -11.50% -36.69% -12.50%

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 17,415 21,396 27,488
As % of all contract IT jobs advertised in the UK excluding London 84.71% 89.54% 88.98%
Number of daily rates quoted 10,404 14,848 19,199
10th Percentile £250 £256 £233
25th Percentile £375 £400 £386
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 £689 £650
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 2,049 1,314 1,359
10th Percentile £12.30 £11.00 £12.17
25th Percentile £15.23 £15.63 £14.04
Median hourly rate £37.50 £35.00 £20.00
Median % change year-on-year +7.14% +75.00% -6.98%
75th Percentile £60.75 £65.00 £46.21
90th Percentile £72.50 £73.74 £60.00
UK median hourly rate £35.95 £36.00 £25.00
% change year-on-year -0.14% +44.00% +2.04%

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 4 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 4 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 +37 29 £475 +15.85% 22
North West +31 25 £475 +15.85% 13
South East +18 21 £365 -30.48% 18
Midlands +33 19 £425 -10.53% 15
West Midlands +26 14 £438 -7.89% 8
Scotland +47 10 £525 +5.00% 5
East of England +16 10 £463 -7.50% 14
East Midlands +27 6 £383 -59.74% 7
Yorkshire +20 4 £450 -10.00% 4
South West +2 3 £441 -7.11% 13
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 (13.04%) SAS
2 5 (5.43%) Apache Spark
3 4 (4.35%) Apache
4 3 (3.26%) Apache Airflow
4 3 (3.26%) Confluence
5 1 (1.09%) Luigi
Applications
1 14 (15.22%) Microsoft Excel
2 6 (6.52%) SPSS
3 5 (5.43%) Microsoft Office
4 4 (4.35%) Spreadsheet
5 2 (2.17%) Microsoft PowerPoint
5 2 (2.17%) MS Visio
Business Applications
1 7 (7.61%) SAP S/4HANA
2 4 (4.35%) SAP PP
3 3 (3.26%) Oracle ERP
4 2 (2.17%) Salesforce CRM
4 2 (2.17%) SAP SD
5 1 (1.09%) Oracle Assets
5 1 (1.09%) Oracle Cash Management
5 1 (1.09%) Oracle EBS
5 1 (1.09%) Oracle EBS R12
5 1 (1.09%) Oracle General Ledger
5 1 (1.09%) Oracle Payables
5 1 (1.09%) Oracle Payroll
5 1 (1.09%) Oracle Procure-to-Pay
5 1 (1.09%) Oracle Receivables
5 1 (1.09%) SAP FI
5 1 (1.09%) Unit4 Business World
Cloud Services
1 22 (23.91%) Power Platform
2 13 (14.13%) Azure
3 8 (8.70%) AWS
4 7 (7.61%) Snowflake
5 6 (6.52%) Collibra
5 6 (6.52%) Dynamics 365
5 6 (6.52%) Power Automate
6 5 (5.43%) Azure Data Factory
7 4 (4.35%) OCI
8 3 (3.26%) GCP
8 3 (3.26%) SaaS
9 2 (2.17%) AWS Data Pipeline
9 2 (2.17%) Azure Logic Apps
9 2 (2.17%) Azure Synapse Analytics
9 2 (2.17%) Cloud Computing
10 1 (1.09%) Amazon SageMaker
10 1 (1.09%) AWS CloudFormation
10 1 (1.09%) AWS CodePipeline
10 1 (1.09%) Azure App Service
10 1 (1.09%) Serverless
Communications & Networking
1 1 (1.09%) Unified Communications
1 1 (1.09%) VLAN
Database & Business Intelligence
1 22 (23.91%) Power BI
2 15 (16.30%) Tableau
3 12 (13.04%) Qlik Sense
4 11 (11.96%) Data Lake
4 11 (11.96%) SQL Server
5 7 (7.61%) Data Mining
5 7 (7.61%) Data Warehouse
6 6 (6.52%) Ataccama
7 5 (5.43%) Hadoop
8 4 (4.35%) Big Data
8 4 (4.35%) SAP Data Services
9 3 (3.26%) Apache Hive
9 3 (3.26%) Oracle Reports
9 3 (3.26%) SAP BW
9 3 (3.26%) SQL Server Integration Services
10 2 (2.17%) Amazon Redshift
10 2 (2.17%) NoSQL
10 2 (2.17%) Oracle BI Publisher
10 2 (2.17%) PostgreSQL
10 2 (2.17%) Relational Database
Development Applications
1 7 (7.61%) SQL Server Management Studio (SSMS)
2 4 (4.35%) LSMW
3 3 (3.26%) JIRA
4 2 (2.17%) Git
4 2 (2.17%) Visual Studio
5 1 (1.09%) ERwin
5 1 (1.09%) GitLab
General
1 35 (38.04%) Social Skills
2 28 (30.43%) Finance
3 20 (21.74%) Analytical Skills
4 9 (9.78%) Telecoms
5 8 (8.70%) Legal
6 6 (6.52%) Public Sector
7 5 (5.43%) Pharmaceutical
7 5 (5.43%) Presentation Skills
8 3 (3.26%) Local Government
9 2 (2.17%) Billing
9 2 (2.17%) Games
9 2 (2.17%) Influencing Skills
9 2 (2.17%) Marketing
9 2 (2.17%) Organisational Skills
10 1 (1.09%) Aerospace
10 1 (1.09%) Automotive
10 1 (1.09%) Banking
10 1 (1.09%) Health Technology
10 1 (1.09%) Inclusion and Diversity
10 1 (1.09%) Law
Job Titles
1 46 (50.00%) Analyst
2 32 (34.78%) Data Analyst
3 11 (11.96%) Consultant
3 11 (11.96%) Senior
4 10 (10.87%) Senior Analyst
5 9 (9.78%) Business Analyst
5 9 (9.78%) Lead
6 7 (7.61%) Data Engineer
6 7 (7.61%) SQL Analyst
6 7 (7.61%) SQL Data Analyst
7 6 (6.52%) Data Quality Analyst
7 6 (6.52%) QA Analyst
7 6 (6.52%) Quality Analyst
8 5 (5.43%) Finance Business Analyst
8 5 (5.43%) Financial Analyst
8 5 (5.43%) Master Data Analyst
8 5 (5.43%) SAP Consultant
8 5 (5.43%) Senior Data Quality Analyst
8 5 (5.43%) Senior QA Analyst
8 5 (5.43%) Senior Quality Analyst
Libraries, Frameworks & Software Standards
1 6 (6.52%) D3.js
2 3 (3.26%) BAPI
2 3 (3.26%) HTML
2 3 (3.26%) Oracle Fusion
2 3 (3.26%) REST
3 2 (2.17%) CSS
3 2 (2.17%) Kafka
3 2 (2.17%) Lightning Web Components
3 2 (2.17%) Visualforce
4 1 (1.09%) Apache NiFi
4 1 (1.09%) AWS CDK
4 1 (1.09%) JSON
4 1 (1.09%) NumPy
4 1 (1.09%) Pandas
4 1 (1.09%) PostGIS
4 1 (1.09%) PySpark
Miscellaneous
1 7 (7.61%) Legacy Systems
2 5 (5.43%) Management Information System
3 3 (3.26%) Freedom of Information
4 2 (2.17%) Cloud Native
4 2 (2.17%) Product Ownership
5 1 (1.09%) Algorithms
5 1 (1.09%) Data Protection Act
5 1 (1.09%) Data Structures
5 1 (1.09%) Enterprise Cloud
5 1 (1.09%) Marketing Technology
5 1 (1.09%) NHS
5 1 (1.09%) Onboarding
5 1 (1.09%) Public Cloud
5 1 (1.09%) Virtual Team
Operating Systems
1 1 (1.09%) Windows
Processes & Methodologies
1 39 (42.39%) Data Analysis
2 29 (31.52%) Migration
3 26 (28.26%) Business Intelligence
3 26 (28.26%) Data Migration
4 24 (26.09%) Data Modelling
5 21 (22.83%) Problem-Solving
6 17 (18.48%) Data Management
6 17 (18.48%) Visualisation
7 15 (16.30%) Agile
8 14 (15.22%) ERP
8 14 (15.22%) Validation
9 13 (14.13%) User Acceptance Testing
10 10 (10.87%) Data Governance
10 10 (10.87%) Data Visualisation
11 9 (9.78%) Analytics
11 9 (9.78%) Data Architecture
11 9 (9.78%) Data Enrichment
11 9 (9.78%) Project Management
11 9 (9.78%) Stakeholder Management
12 7 (7.61%) Data Engineering
Programming Languages
1 31 (33.70%) SQL
2 21 (22.83%) Python
3 6 (6.52%) R
4 3 (3.26%) JavaScript
4 3 (3.26%) VBA
5 2 (2.17%) Apex Code
5 2 (2.17%) Scala
6 1 (1.09%) Data Analysis Expressions
6 1 (1.09%) VB
Qualifications
1 9 (9.78%) Degree
2 8 (8.70%) Security Cleared
3 7 (7.61%) SC Cleared
4 5 (5.43%) ACCA
4 5 (5.43%) CIMA
5 4 (4.35%) PMP
6 2 (2.17%) PMI Certification
7 1 (1.09%) BPSS Clearance
7 1 (1.09%) Computer Science Degree
7 1 (1.09%) DV Cleared
7 1 (1.09%) Master's Degree
7 1 (1.09%) PRINCE2 Certification
Quality Assurance & Compliance
1 34 (36.96%) Data Quality
2 19 (20.65%) QA
3 3 (3.26%) PMO
4 2 (2.17%) Accessibility
4 2 (2.17%) Disclosure Scotland
4 2 (2.17%) GDPR
4 2 (2.17%) IFRS
5 1 (1.09%) Sarbanes-Oxley
System Software
1 4 (4.35%) Docker
2 2 (2.17%) HDFS
Systems Management
1 4 (4.35%) Kubernetes
2 1 (1.09%) Grafana
2 1 (1.09%) Kibana
Vendors
1 22 (23.91%) SAP
2 11 (11.96%) Oracle
3 10 (10.87%) Microsoft
4 9 (9.78%) Salesforce
5 8 (8.70%) Alteryx
6 7 (7.61%) Dataiku
7 6 (6.52%) Trillium
8 3 (3.26%) Databricks
9 2 (2.17%) Ceridian
9 2 (2.17%) Concur
9 2 (2.17%) Salesforce Marketing Cloud
9 2 (2.17%) Workday
10 1 (1.09%) Brio
10 1 (1.09%) Cloudera
10 1 (1.09%) Embarcadero
10 1 (1.09%) Informatica
10 1 (1.09%) Liquidlogic
10 1 (1.09%) Sage
10 1 (1.09%) Talend