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

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 359 410 456
Rank change year-on-year +51 +46 -49
Contract jobs citing Data Cleansing 186 246 340
As % of all contract jobs advertised in England 0.51% 0.50% 0.48%
As % of the Processes & Methodologies category 0.59% 0.55% 0.53%
Number of daily rates quoted 124 162 240
10th Percentile £325 £313 £325
25th Percentile £350 £420 £413
Median daily rate (50th Percentile) £438 £525 £500
Median % change year-on-year -16.62% +5.00% +5.26%
75th Percentile £538 £623 £601
90th Percentile £643 £734 £683
UK median daily rate £450 £524 £500
% change year-on-year -14.08% +4.75% +8.11%
Number of hourly rates quoted 4 8 9
10th Percentile £15.84 £16.83 £12.41
25th Percentile £17.30 £17.50 £16.25
Median hourly rate £19.61 £22.16 £25.50
Median % change year-on-year -11.50% -13.10% -25.00%
75th Percentile £25.65 £22.40 £45.75
90th Percentile £31.86 £25.04 £55.88
UK median hourly rate £19.61 £22.16 £25.50
% change year-on-year -11.50% -13.10% -36.25%

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 31,610 44,349 64,316
As % of all contract IT jobs advertised in England 86.47% 90.16% 90.83%
Number of daily rates quoted 20,692 31,129 45,727
10th Percentile £300 £325 £331
25th Percentile £413 £446 £428
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £650 £675 £650
90th Percentile £750 £764 £750
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.16%
Number of hourly rates quoted 2,241 1,561 1,760
10th Percentile £12.87 £10.63 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £36.50 £37.34 £25.00
Median % change year-on-year -2.25% +49.36% +6.38%
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £65.00
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 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 13 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 13 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 13 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 +42 101 £425 -23.08% 57
North of England +32 29 £475 +15.85% 21
North West +35 25 £475 +15.85% 12
South East +15 22 £365 -30.48% 14
Midlands +37 19 £425 -10.53% 18
West Midlands +24 14 £438 -7.89% 13
East Midlands +29 6 £383 -59.74% 5
East of England +11 6 £488 - 14
Yorkshire +19 4 £450 -10.00% 5
South West -4 3 £441 -7.11% 19
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 17 (9.14%) SAS
2 9 (4.84%) Apache Spark
3 4 (2.15%) Apache
3 4 (2.15%) Apache Airflow
3 4 (2.15%) SharePoint
4 3 (1.61%) Confluence
5 1 (0.54%) IIS
5 1 (0.54%) JBoss
5 1 (0.54%) WildFly
Applications
1 17 (9.14%) Microsoft Excel
2 6 (3.23%) SPSS
3 5 (2.69%) Microsoft Office
3 5 (2.69%) Spreadsheet
4 2 (1.08%) MS Visio
5 1 (0.54%) Microsoft PowerPoint
Business Applications
1 13 (6.99%) SAP S/4HANA
2 4 (2.15%) SAP PP
3 3 (1.61%) Oracle EBS
3 3 (1.61%) Oracle General Ledger
3 3 (1.61%) Oracle Procure-to-Pay
3 3 (1.61%) Salesforce CRM
4 2 (1.08%) Oracle ERP
4 2 (1.08%) SAP FI
4 2 (1.08%) SAP MDG
4 2 (1.08%) SAP SD
5 1 (0.54%) Elite 3E
5 1 (0.54%) NetSuite
5 1 (0.54%) Oracle Applications
5 1 (0.54%) Oracle Assets
5 1 (0.54%) Oracle Payroll
5 1 (0.54%) Oracle Receivables
5 1 (0.54%) SAP CO
5 1 (0.54%) SAP FI/CO
5 1 (0.54%) SAP FSCM
5 1 (0.54%) Unit4 Business World
Cloud Services
1 28 (15.05%) Azure
2 27 (14.52%) Power Platform
3 15 (8.06%) AWS
4 8 (4.30%) Azure Data Factory
4 8 (4.30%) Dynamics 365
4 8 (4.30%) Power Automate
4 8 (4.30%) Snowflake
5 7 (3.76%) Collibra
5 7 (3.76%) OCI
6 6 (3.23%) GCP
7 5 (2.69%) SaaS
8 3 (1.61%) PaaS
8 3 (1.61%) Serverless
9 2 (1.08%) AWS Data Pipeline
9 2 (1.08%) Azure Logic Apps
9 2 (1.08%) Azure Synapse Analytics
9 2 (1.08%) Microsoft 365
9 2 (1.08%) OneDrive
9 2 (1.08%) PowerApps
9 2 (1.08%) ShareGate
Communications & Networking
1 4 (2.15%) Intranet
2 1 (0.54%) Internet
2 1 (0.54%) Unified Communications
2 1 (0.54%) VLAN
Database & Business Intelligence
1 27 (14.52%) Power BI
2 20 (10.75%) Data Warehouse
3 17 (9.14%) Data Lake
3 17 (9.14%) Tableau
4 15 (8.06%) SQL Server
5 13 (6.99%) Data Mining
6 12 (6.45%) Qlik Sense
7 8 (4.30%) Ataccama
7 8 (4.30%) SAP Data Services
8 5 (2.69%) Big Data
8 5 (2.69%) Hadoop
8 5 (2.69%) Relational Database
9 4 (2.15%) BigQuery
9 4 (2.15%) SQL Server Integration Services
10 3 (1.61%) Apache Hive
10 3 (1.61%) BusinessObjects
10 3 (1.61%) Delta Lake
10 3 (1.61%) KDB
10 3 (1.61%) SAP BW
10 3 (1.61%) SAP HANA
Development Applications
1 6 (3.23%) SQL Server Management Studio (SSMS)
2 4 (2.15%) JIRA
2 4 (2.15%) LSMW
3 3 (1.61%) ERwin
3 3 (1.61%) Git
4 1 (0.54%) Jenkins
4 1 (0.54%) Oracle Forms
4 1 (0.54%) Toad
4 1 (0.54%) Visual Studio
General
1 58 (31.18%) Social Skills
2 49 (26.34%) Finance
3 46 (24.73%) Analytical Skills
4 9 (4.84%) Banking
4 9 (4.84%) Marketing
4 9 (4.84%) Telecoms
5 8 (4.30%) Pharmaceutical
5 8 (4.30%) Public Sector
6 7 (3.76%) Legal
6 7 (3.76%) Retail
7 6 (3.23%) Law
7 6 (3.23%) Manufacturing
7 6 (3.23%) Presentation Skills
8 5 (2.69%) Local Government
9 4 (2.15%) Games
9 4 (2.15%) Inclusion and Diversity
10 3 (1.61%) Billing
10 3 (1.61%) Organisational Skills
11 2 (1.08%) Czech Language
12 1 (0.54%) French Language
Job Titles
1 65 (34.95%) Analyst
2 54 (29.03%) Data Analyst
3 24 (12.90%) Data Engineer
4 17 (9.14%) Consultant
5 16 (8.60%) Senior
6 13 (6.99%) Lead
6 13 (6.99%) Senior Analyst
7 10 (5.38%) Architect
7 10 (5.38%) Developer
8 9 (4.84%) Data Quality Analyst
8 9 (4.84%) Quality Analyst
9 7 (3.76%) Data Manager
9 7 (3.76%) Senior Data Analyst
9 7 (3.76%) SQL Analyst
9 7 (3.76%) SQL Data Analyst
10 6 (3.23%) Data Architect
10 6 (3.23%) QA Analyst
11 5 (2.69%) SAP Consultant
11 5 (2.69%) Senior QA Analyst
11 5 (2.69%) Senior Quality Analyst
Libraries, Frameworks & Software Standards
1 8 (4.30%) Oracle Fusion
1 8 (4.30%) PySpark
2 6 (3.23%) D3.js
2 6 (3.23%) REST
3 5 (2.69%) HTML
3 5 (2.69%) Kafka
4 4 (2.15%) BAPI
4 4 (2.15%) CSS
4 4 (2.15%) Lightning Web Components
4 4 (2.15%) Visualforce
5 2 (1.08%) scikit-learn
6 1 (0.54%) Apache NiFi
6 1 (0.54%) IDoc
6 1 (0.54%) JSON
6 1 (0.54%) ODBC
6 1 (0.54%) Pandas
6 1 (0.54%) React
Miscellaneous
1 12 (6.45%) Legacy Systems
2 10 (5.38%) Management Information System
3 4 (2.15%) Product Ownership
4 3 (1.61%) Algorithms
4 3 (1.61%) Analytical Mindset
4 3 (1.61%) Data Structures
4 3 (1.61%) Freedom of Information
4 3 (1.61%) Self-Motivation
5 2 (1.08%) FMCG
5 2 (1.08%) NHS
5 2 (1.08%) Onboarding
5 2 (1.08%) Public Cloud
6 1 (0.54%) Cloud Native
6 1 (0.54%) Data Protection Act
6 1 (0.54%) Enterprise Cloud
6 1 (0.54%) Greenfield Project
6 1 (0.54%) Marketing Technology
6 1 (0.54%) Private Cloud
6 1 (0.54%) Reference Data
6 1 (0.54%) Virtual Team
Operating Systems
1 6 (3.23%) Windows
2 2 (1.08%) Windows Server
3 1 (0.54%) Linux
Processes & Methodologies
1 55 (29.57%) Migration
2 51 (27.42%) Data Analysis
3 44 (23.66%) Data Migration
4 41 (22.04%) Data Management
5 39 (20.97%) Data Modelling
6 38 (20.43%) Problem-Solving
7 36 (19.35%) Analytics
8 35 (18.82%) ETL
9 31 (16.67%) Data Governance
9 31 (16.67%) Validation
10 30 (16.13%) Business Intelligence
10 30 (16.13%) Visualisation
11 21 (11.29%) Agile
12 18 (9.68%) Data Visualisation
13 17 (9.14%) Data Integration
13 17 (9.14%) Stakeholder Management
14 16 (8.60%) Data Analytics
14 16 (8.60%) Data Pipeline
14 16 (8.60%) User Acceptance Testing
15 15 (8.06%) CRM
Programming Languages
1 60 (32.26%) SQL
2 38 (20.43%) Python
3 10 (5.38%) R
4 6 (3.23%) JavaScript
5 4 (2.15%) Apex Code
5 4 (2.15%) Scala
6 3 (1.61%) Java
6 3 (1.61%) PowerShell
6 3 (1.61%) VBA
7 2 (1.08%) T-SQL
8 1 (0.54%) ABAP
8 1 (0.54%) Bash
8 1 (0.54%) C#
8 1 (0.54%) Data Analysis Expressions
8 1 (0.54%) PL/SQL
8 1 (0.54%) Shell Script
8 1 (0.54%) VB
Qualifications
1 14 (7.53%) Security Cleared
2 12 (6.45%) Degree
2 12 (6.45%) SC Cleared
3 6 (3.23%) PMP
4 2 (1.08%) Computer Science Degree
4 2 (1.08%) DV Cleared
4 2 (1.08%) PMI Certification
4 2 (1.08%) SAP Certification
4 2 (1.08%) Tableau Certification
5 1 (0.54%) ACCA
5 1 (0.54%) BPSS Clearance
5 1 (0.54%) CCA
5 1 (0.54%) CIMA
5 1 (0.54%) DBS Check
5 1 (0.54%) ECDL
5 1 (0.54%) Master's Degree
5 1 (0.54%) Numerate Degree
5 1 (0.54%) PRINCE2 Certification
Quality Assurance & Compliance
1 81 (43.55%) Data Quality
2 19 (10.22%) QA
3 6 (3.23%) GDPR
4 3 (1.61%) IFRS
5 2 (1.08%) Accessibility
5 2 (1.08%) PMO
5 2 (1.08%) SLA
6 1 (0.54%) Cyber Essentials
6 1 (0.54%) Cyber Essentials PLUS
6 1 (0.54%) ISO/IEC 27001
6 1 (0.54%) NIST
6 1 (0.54%) Sarbanes-Oxley
System Software
1 7 (3.76%) Docker
2 4 (2.15%) Active Directory
3 2 (1.08%) HDFS
Systems Management
1 5 (2.69%) Kubernetes
2 1 (0.54%) Kibana
2 1 (0.54%) Terraform
Vendors
1 33 (17.74%) SAP
2 19 (10.22%) Microsoft
3 18 (9.68%) Oracle
3 18 (9.68%) Salesforce
4 10 (5.38%) Databricks
5 6 (3.23%) Alteryx
5 6 (3.23%) Dataiku
5 6 (3.23%) Trillium
6 4 (2.15%) Salesforce Marketing Cloud
7 3 (1.61%) Concur
7 3 (1.61%) Embarcadero
7 3 (1.61%) Informatica
7 3 (1.61%) Marketo
7 3 (1.61%) Pardot
8 2 (1.08%) Ceridian
8 2 (1.08%) Google
8 2 (1.08%) Talend
8 2 (1.08%) TIBCO
9 1 (0.54%) Cloudera
9 1 (0.54%) Qualys