Data Cleansing Contracts in England

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

The following table provides summary statistics for contract job vacancies advertised in England 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 348 411 483
Rank change year-on-year +63 +72 -65
Contract jobs citing Data Cleansing 199 236 318
As % of all contract jobs advertised in England 0.54% 0.50% 0.45%
As % of the Processes & Methodologies category 0.63% 0.55% 0.50%
Number of daily rates quoted 138 150 225
10th Percentile £325 £325 £315
25th Percentile £353 £419 £413
Median daily rate (50th Percentile) £450 £525 £500
Median % change year-on-year -14.29% +5.00% +5.26%
75th Percentile £550 £609 £600
90th Percentile £640 £700 £688
UK median daily rate £475 £525 £500
% change year-on-year -9.52% +5.00% +5.26%
Number of hourly rates quoted 4 8 8
10th Percentile £15.84 £16.83 £12.17
25th Percentile £17.30 £17.50 £18.29
Median hourly rate £19.61 £22.16 £23.34
Median % change year-on-year -11.50% -5.04% -31.37%
75th Percentile £25.65 £22.40 £41.88
90th Percentile £31.86 £25.04 £56.31
UK median hourly rate £19.61 £22.16 £23.34
% change year-on-year -11.50% -5.04% -31.37%

All Process and Methodology Skills
England

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 England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 31,587 42,714 64,087
As % of all contract IT jobs advertised in England 85.77% 89.96% 90.85%
Number of daily rates quoted 20,623 29,972 45,670
10th Percentile £300 £325 £335
25th Percentile £413 £445 £431
Median daily rate (50th Percentile) £525 £550 £543
Median % change year-on-year -4.55% +1.38% +8.50%
75th Percentile £650 £675 £650
90th Percentile £750 £767 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,317 1,513 1,726
10th Percentile £12.85 £10.63 £12.50
25th Percentile £16.00 £15.50 £15.25
Median hourly rate £37.50 £37.50 £25.00
Median % change year-on-year - +50.00% +11.11%
75th Percentile £61.30 £65.00 £49.25
90th Percentile £72.50 £75.00 £65.00
UK median hourly rate £36.50 £36.54 £25.68
% change year-on-year -0.11% +42.29% +9.46%

Data Cleansing
Job Vacancy Trend in England

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

Job vacancy trend for Data Cleansing in England

Data Cleansing
Contractor Daily Rate Trend in England

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

Daily rate trend for Data Cleansing in England

Data Cleansing
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Cleansing in England over the 6 months to 31 May 2024.

Daily rate histogram for Data Cleansing in England

Data Cleansing
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Data Cleansing in England

Data Cleansing
Hourly Rate Histogram in England

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

Hourly rate histogram for Data Cleansing in England

Data Cleansing
Contract Job Locations in England

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 England 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
London +57 112 £440 -20.00% 53
North of England +36 28 £475 +15.85% 15
North West +29 24 £475 +31.03% 9
South East +10 22 £365 -30.48% 14
Midlands +15 16 £438 -16.67% 13
West Midlands +7 11 £451 -14.19% 10
South West 0 8 £638 +34.25% 9
East of England +13 7 £550 - 10
East Midlands +18 6 £383 -59.74% 3
Yorkshire +16 4 £450 -12.20% 3
Data Cleansing
UK

Data Cleansing
Co-occurring Skills and Capabilities in England 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 16 (8.04%) SAS
2 9 (4.52%) Apache Spark
3 4 (2.01%) Apache
3 4 (2.01%) Apache Airflow
3 4 (2.01%) SharePoint
4 3 (1.51%) Confluence
5 1 (0.50%) IIS
5 1 (0.50%) JBoss
5 1 (0.50%) WildFly
Applications
1 16 (8.04%) Microsoft Excel
2 7 (3.52%) SPSS
3 5 (2.51%) Microsoft Office
4 2 (1.01%) MS Visio
4 2 (1.01%) Spreadsheet
5 1 (0.50%) Microsoft PowerPoint
Business Applications
1 14 (7.04%) SAP S/4HANA
2 5 (2.51%) SAP ERP
2 5 (2.51%) SAP Payroll
3 4 (2.01%) SAP PP
4 3 (1.51%) Oracle EBS
4 3 (1.51%) Oracle General Ledger
4 3 (1.51%) Oracle Procure-to-Pay
4 3 (1.51%) Salesforce CRM
5 2 (1.01%) Oracle ERP
5 2 (1.01%) SAP FI
5 2 (1.01%) SAP MDG
5 2 (1.01%) SAP SD
6 1 (0.50%) Elite 3E
6 1 (0.50%) NetSuite
6 1 (0.50%) Oracle Applications
6 1 (0.50%) Oracle Assets
6 1 (0.50%) Oracle Receivables
6 1 (0.50%) SAP CO
6 1 (0.50%) SAP FI/CO
6 1 (0.50%) Unit4 Business World
Cloud Services
1 35 (17.59%) Azure
2 32 (16.08%) Power Platform
3 15 (7.54%) AWS
4 10 (5.03%) Dynamics 365
5 9 (4.52%) Snowflake
6 8 (4.02%) Azure Data Factory
6 8 (4.02%) Power Automate
7 7 (3.52%) Azure Synapse Analytics
7 7 (3.52%) Collibra
8 6 (3.02%) GCP
8 6 (3.02%) OCI
8 6 (3.02%) SuccessFactors
9 5 (2.51%) SaaS
10 4 (2.01%) Azure DevOps
11 3 (1.51%) PaaS
11 3 (1.51%) Serverless
12 2 (1.01%) AWS Data Pipeline
12 2 (1.01%) Cloud Computing
12 2 (1.01%) Microsoft 365
12 2 (1.01%) OneDrive
Communications & Networking
1 3 (1.51%) Intranet
2 1 (0.50%) Unified Communications
2 1 (0.50%) VLAN
Database & Business Intelligence
1 32 (16.08%) Power BI
2 22 (11.06%) Tableau
3 21 (10.55%) Data Warehouse
4 17 (8.54%) Data Lake
5 14 (7.04%) SQL Server
6 13 (6.53%) Data Mining
7 12 (6.03%) Qlik Sense
8 9 (4.52%) SAP Data Services
9 8 (4.02%) Ataccama
9 8 (4.02%) BusinessObjects
9 8 (4.02%) Relational Database
10 6 (3.02%) NoSQL
11 5 (2.51%) Big Data
11 5 (2.51%) BusinessObjects Business Intelligence
11 5 (2.51%) Hadoop
11 5 (2.51%) Tableau Server
12 4 (2.01%) BigQuery
12 4 (2.01%) SAP BW
12 4 (2.01%) Snowflake Schema
12 4 (2.01%) SQL Server Integration Services
Development Applications
1 6 (3.02%) Git
1 6 (3.02%) SQL Server Management Studio (SSMS)
2 5 (2.51%) LSMW
3 4 (2.01%) JIRA
4 3 (1.51%) ERwin
5 1 (0.50%) Jenkins
5 1 (0.50%) Oracle Forms
5 1 (0.50%) Toad
5 1 (0.50%) Visual Studio
General
1 58 (29.15%) Social Skills
2 53 (26.63%) Finance
3 46 (23.12%) Analytical Skills
4 11 (5.53%) Marketing
5 10 (5.03%) Public Sector
6 9 (4.52%) Telecoms
7 8 (4.02%) Banking
7 8 (4.02%) Pharmaceutical
8 7 (3.52%) Local Government
8 7 (3.52%) Retail
9 6 (3.02%) Law
9 6 (3.02%) Manufacturing
9 6 (3.02%) Organisational Skills
9 6 (3.02%) Presentation Skills
10 4 (2.01%) Games
10 4 (2.01%) Inclusion and Diversity
10 4 (2.01%) Legal
11 3 (1.51%) Billing
12 2 (1.01%) Czech Language
13 1 (0.50%) French Language
Job Titles
1 68 (34.17%) Analyst
2 55 (27.64%) Data Analyst
3 26 (13.07%) Data Engineer
4 18 (9.05%) Consultant
5 16 (8.04%) Lead
5 16 (8.04%) Senior
6 14 (7.04%) Senior Analyst
7 12 (6.03%) Developer
8 10 (5.03%) Architect
9 9 (4.52%) Data Quality Analyst
9 9 (4.52%) Quality Analyst
10 7 (3.52%) Data Manager
10 7 (3.52%) SAP Consultant
10 7 (3.52%) Senior Data Analyst
10 7 (3.52%) SQL Analyst
10 7 (3.52%) SQL Data Analyst
11 6 (3.02%) Data Architect
11 6 (3.02%) QA Analyst
12 5 (2.51%) Business Analyst
12 5 (2.51%) Project Manager
Libraries, Frameworks & Software Standards
1 10 (5.03%) PySpark
2 8 (4.02%) Oracle Fusion
3 6 (3.02%) D3.js
3 6 (3.02%) REST
4 5 (2.51%) BAPI
4 5 (2.51%) HTML
4 5 (2.51%) Kafka
5 4 (2.01%) CSS
5 4 (2.01%) Lightning Web Components
5 4 (2.01%) Visualforce
6 2 (1.01%) scikit-learn
7 1 (0.50%) Apache NiFi
7 1 (0.50%) IDoc
7 1 (0.50%) JSON
7 1 (0.50%) ODBC
7 1 (0.50%) Pandas
7 1 (0.50%) pytest
7 1 (0.50%) React
Miscellaneous
1 13 (6.53%) Legacy Systems
2 11 (5.53%) Management Information System
3 5 (2.51%) Self-Motivation
4 4 (2.01%) Product Ownership
5 3 (1.51%) Algorithms
5 3 (1.51%) Analytical Mindset
5 3 (1.51%) Data Structures
6 2 (1.01%) Greenfield Project
6 2 (1.01%) Public Cloud
7 1 (0.50%) Cloud Native
7 1 (0.50%) Data Protection Act
7 1 (0.50%) Enterprise Cloud
7 1 (0.50%) FMCG
7 1 (0.50%) Freedom of Information
7 1 (0.50%) Marketing Technology
7 1 (0.50%) NHS
7 1 (0.50%) Private Cloud
7 1 (0.50%) Reference Data
7 1 (0.50%) Smart Meter
7 1 (0.50%) Virtual Team
Operating Systems
1 5 (2.51%) Windows
2 2 (1.01%) Windows Server
3 1 (0.50%) Linux
Processes & Methodologies
1 58 (29.15%) Migration
2 52 (26.13%) Data Analysis
3 48 (24.12%) Data Migration
4 43 (21.61%) Analytics
4 43 (21.61%) Data Modelling
5 42 (21.11%) Data Management
5 42 (21.11%) Problem-Solving
6 35 (17.59%) ETL
7 34 (17.09%) Business Intelligence
7 34 (17.09%) Visualisation
8 32 (16.08%) Data Governance
9 31 (15.58%) Validation
10 25 (12.56%) Agile
11 24 (12.06%) User Acceptance Testing
12 20 (10.05%) Data Analytics
13 19 (9.55%) Data Pipeline
14 18 (9.05%) Data Integration
14 18 (9.05%) Data Visualisation
14 18 (9.05%) Stakeholder Management
15 17 (8.54%) ERP
Programming Languages
1 62 (31.16%) SQL
2 41 (20.60%) Python
3 11 (5.53%) R
4 6 (3.02%) JavaScript
5 4 (2.01%) Apex Code
5 4 (2.01%) Scala
6 3 (1.51%) Java
6 3 (1.51%) PowerShell
6 3 (1.51%) VBA
7 2 (1.01%) T-SQL
8 1 (0.50%) ABAP
8 1 (0.50%) Bash
8 1 (0.50%) C#
8 1 (0.50%) Data Analysis Expressions
8 1 (0.50%) PL/SQL
8 1 (0.50%) Shell Script
8 1 (0.50%) VB
Qualifications
1 17 (8.54%) Degree
2 14 (7.04%) Security Cleared
3 12 (6.03%) SC Cleared
4 6 (3.02%) PMP
5 5 (2.51%) CIPD
6 3 (1.51%) Numerate Degree
7 2 (1.01%) Computer Science Degree
7 2 (1.01%) DV Cleared
7 2 (1.01%) Master's Degree
7 2 (1.01%) PMI Certification
7 2 (1.01%) PRINCE2 Certification
7 2 (1.01%) SAP Certification
7 2 (1.01%) Tableau Certification
8 1 (0.50%) ACCA
8 1 (0.50%) BPSS Clearance
8 1 (0.50%) CCA
8 1 (0.50%) CIMA
8 1 (0.50%) DBS Check
Quality Assurance & Compliance
1 90 (45.23%) Data Quality
2 19 (9.55%) QA
3 6 (3.02%) GDPR
4 3 (1.51%) IFRS
5 2 (1.01%) Accessibility
5 2 (1.01%) PMO
5 2 (1.01%) SLA
6 1 (0.50%) Cyber Essentials
6 1 (0.50%) Cyber Essentials PLUS
6 1 (0.50%) ISO/IEC 27001
6 1 (0.50%) NIST
6 1 (0.50%) Sarbanes-Oxley
System Software
1 7 (3.52%) Docker
2 4 (2.01%) Active Directory
3 2 (1.01%) HDFS
Systems Management
1 5 (2.51%) Kubernetes
2 1 (0.50%) Kibana
2 1 (0.50%) Terraform
Vendors
1 43 (21.61%) SAP
2 20 (10.05%) Microsoft
2 20 (10.05%) Salesforce
3 19 (9.55%) Oracle
4 11 (5.53%) Databricks
5 6 (3.02%) Alteryx
5 6 (3.02%) Dataiku
5 6 (3.02%) Trillium
6 4 (2.01%) Salesforce Marketing Cloud
7 3 (1.51%) Concur
7 3 (1.51%) Embarcadero
7 3 (1.51%) Informatica
7 3 (1.51%) Marketo
7 3 (1.51%) OpenText
7 3 (1.51%) Pardot
8 2 (1.01%) Ceridian
8 2 (1.01%) Google
8 2 (1.01%) Talend
8 2 (1.01%) TIBCO
9 1 (0.50%) Cloudera