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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 367 428 468
Rank change year-on-year +61 +40 -51
Contract jobs citing Data Cleansing 184 250 339
As % of all contract jobs advertised in England 0.49% 0.49% 0.48%
As % of the Processes & Methodologies category 0.57% 0.55% 0.53%
Number of daily rates quoted 122 157 238
10th Percentile £325 £313 £355
25th Percentile £353 £424 £420
Median daily rate (50th Percentile) £445 £523 £505
Median % change year-on-year -14.78% +3.47% +6.32%
75th Percentile £538 £610 £600
90th Percentile £663 £738 £683
UK median daily rate £450 £500 £500
% change year-on-year -10.00% - +11.11%
Number of hourly rates quoted 4 9 8
10th Percentile £15.84 £14.50 £12.17
25th Percentile £17.30 £17.50 £15.41
Median hourly rate £19.61 £22.16 £30.25
Median % change year-on-year -11.50% -26.74% -30.46%
75th Percentile £25.65 - £48.06
90th Percentile £31.86 £24.40 £56.31
UK median hourly rate £19.61 £22.16 £30.25
% change year-on-year -11.50% -26.74% -27.54%

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 32,205 45,779 64,338
As % of all contract IT jobs advertised in England 86.51% 90.27% 90.74%
Number of daily rates quoted 21,157 32,091 45,636
10th Percentile £300 £325 £330
25th Percentile £413 £445 £425
Median daily rate (50th Percentile) £525 £550 £535
Median % change year-on-year -4.55% +2.80% +9.41%
75th Percentile £650 £675 £650
90th Percentile £750 £769 £744
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +8.25%
Number of hourly rates quoted 2,232 1,623 1,778
10th Percentile £12.87 £11.00 £12.50
25th Percentile £16.00 £16.62 £15.25
Median hourly rate £35.25 £37.50 £24.00
Median % change year-on-year -6.00% +56.25% -
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.16
UK median hourly rate £35.00 £37.50 £25.00
% change year-on-year -6.67% +50.00% -

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 25 April 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 25 April 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 25 April 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 +48 97 £439 -20.18% 49
North of England +46 30 £475 +8.57% 18
North West +28 24 £475 +12.09% 12
South East +10 21 £365 -30.48% 12
Midlands +27 16 £425 -10.53% 11
West Midlands +27 12 £425 -10.53% 5
East of England +17 10 £463 -7.50% 11
Yorkshire +28 6 £450 -10.00% 2
East Midlands +21 5 £383 -59.74% 6
South West +2 3 £441 -7.11% 12
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 (9.24%) SAS
2 9 (4.89%) Apache Spark
3 5 (2.72%) Apache
4 4 (2.17%) Apache Airflow
4 4 (2.17%) SharePoint
5 2 (1.09%) Confluence
6 1 (0.54%) IIS
6 1 (0.54%) JBoss
6 1 (0.54%) Luigi
6 1 (0.54%) WildFly
Applications
1 19 (10.33%) Microsoft Excel
2 6 (3.26%) Microsoft Office
2 6 (3.26%) Spreadsheet
2 6 (3.26%) SPSS
3 3 (1.63%) Microsoft PowerPoint
4 1 (0.54%) CATIA
4 1 (0.54%) MS Visio
4 1 (0.54%) Siemens NX
Business Applications
1 16 (8.70%) SAP S/4HANA
2 4 (2.17%) SAP FI
3 3 (1.63%) Oracle General Ledger
3 3 (1.63%) Oracle Procure-to-Pay
3 3 (1.63%) Salesforce CRM
3 3 (1.63%) SAP CO
3 3 (1.63%) SAP FI/CO
3 3 (1.63%) SAP MDG
3 3 (1.63%) SAP PP
4 2 (1.09%) SAP SD
5 1 (0.54%) Elite 3E
5 1 (0.54%) NetSuite
5 1 (0.54%) Oracle Assets
5 1 (0.54%) Oracle EBS
5 1 (0.54%) Oracle ERP
5 1 (0.54%) Oracle Payroll
5 1 (0.54%) SAP FSCM
5 1 (0.54%) Teamcenter
Cloud Services
1 29 (15.76%) Azure
1 29 (15.76%) Power Platform
2 15 (8.15%) AWS
3 8 (4.35%) Power Automate
3 8 (4.35%) Snowflake
4 7 (3.80%) Azure Data Factory
4 7 (3.80%) GCP
5 6 (3.26%) Collibra
5 6 (3.26%) OCI
6 5 (2.72%) Dynamics 365
7 4 (2.17%) SaaS
8 3 (1.63%) PaaS
8 3 (1.63%) Serverless
9 2 (1.09%) AWS Data Pipeline
9 2 (1.09%) Azure Logic Apps
9 2 (1.09%) Azure Synapse Analytics
9 2 (1.09%) Microsoft 365
9 2 (1.09%) OneDrive
9 2 (1.09%) PowerApps
9 2 (1.09%) ShareGate
Communications & Networking
1 4 (2.17%) Intranet
2 1 (0.54%) Internet
2 1 (0.54%) Unified Communications
2 1 (0.54%) VLAN
Database & Business Intelligence
1 29 (15.76%) Power BI
2 18 (9.78%) Data Warehouse
3 17 (9.24%) Tableau
4 16 (8.70%) Data Lake
5 15 (8.15%) SQL Server
6 13 (7.07%) Data Mining
7 12 (6.52%) Qlik Sense
8 8 (4.35%) SAP Data Services
9 6 (3.26%) Ataccama
9 6 (3.26%) Big Data
9 6 (3.26%) Hadoop
10 5 (2.72%) Relational Database
11 4 (2.17%) BigQuery
11 4 (2.17%) SQL Server Integration Services
12 3 (1.63%) Apache Hive
12 3 (1.63%) BusinessObjects
12 3 (1.63%) Delta Lake
12 3 (1.63%) NoSQL
12 3 (1.63%) SAP BW
12 3 (1.63%) SAP HANA
Development Applications
1 7 (3.80%) SQL Server Management Studio (SSMS)
2 4 (2.17%) LSMW
3 3 (1.63%) ERwin
4 2 (1.09%) Git
4 2 (1.09%) JIRA
4 2 (1.09%) Visual Studio
5 1 (0.54%) Jenkins
5 1 (0.54%) Oracle Forms
5 1 (0.54%) Toad
General
1 59 (32.07%) Social Skills
2 47 (25.54%) Finance
3 44 (23.91%) Analytical Skills
4 9 (4.89%) Marketing
4 9 (4.89%) Telecoms
5 8 (4.35%) Banking
5 8 (4.35%) Pharmaceutical
5 8 (4.35%) Public Sector
5 8 (4.35%) Retail
6 7 (3.80%) Legal
6 7 (3.80%) Presentation Skills
7 5 (2.72%) Law
7 5 (2.72%) Local Government
7 5 (2.72%) Manufacturing
8 4 (2.17%) Games
8 4 (2.17%) Inclusion and Diversity
8 4 (2.17%) Influencing Skills
9 3 (1.63%) Organisational Skills
10 2 (1.09%) Billing
10 2 (1.09%) Czech Language
Job Titles
1 66 (35.87%) Analyst
2 54 (29.35%) Data Analyst
3 24 (13.04%) Data Engineer
4 17 (9.24%) Consultant
4 17 (9.24%) Senior
5 15 (8.15%) Lead
6 14 (7.61%) Senior Analyst
7 11 (5.98%) Developer
8 9 (4.89%) Data Quality Analyst
8 9 (4.89%) Quality Analyst
9 8 (4.35%) Architect
10 7 (3.80%) Data Manager
10 7 (3.80%) Data Migration Lead
10 7 (3.80%) Senior Data Analyst
10 7 (3.80%) SQL Analyst
10 7 (3.80%) SQL Data Analyst
11 6 (3.26%) QA Analyst
11 6 (3.26%) SAP Consultant
12 5 (2.72%) Administrator
12 5 (2.72%) Data Architect
Libraries, Frameworks & Software Standards
1 8 (4.35%) PySpark
2 6 (3.26%) D3.js
2 6 (3.26%) Oracle Fusion
2 6 (3.26%) REST
3 5 (2.72%) HTML
4 4 (2.17%) BAPI
4 4 (2.17%) CSS
4 4 (2.17%) Kafka
4 4 (2.17%) Lightning Web Components
4 4 (2.17%) Visualforce
5 2 (1.09%) scikit-learn
6 1 (0.54%) Apache NiFi
6 1 (0.54%) IDoc
6 1 (0.54%) J2EE
6 1 (0.54%) JSON
6 1 (0.54%) NumPy
6 1 (0.54%) ODBC
6 1 (0.54%) Pandas
6 1 (0.54%) React
Miscellaneous
1 12 (6.52%) Management Information System
2 11 (5.98%) Legacy Systems
3 4 (2.17%) Algorithms
3 4 (2.17%) Data Structures
3 4 (2.17%) Product Ownership
4 3 (1.63%) Analytical Mindset
4 3 (1.63%) Freedom of Information
4 3 (1.63%) Onboarding
5 2 (1.09%) Cloud Native
5 2 (1.09%) FMCG
5 2 (1.09%) NHS
5 2 (1.09%) Public Cloud
5 2 (1.09%) Self-Motivation
6 1 (0.54%) Data Protection Act
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%) Team-Oriented Environment
6 1 (0.54%) Virtual Team
Operating Systems
1 6 (3.26%) Windows
2 2 (1.09%) Windows Server
3 1 (0.54%) Linux
Processes & Methodologies
1 57 (30.98%) Migration
2 52 (28.26%) Data Analysis
3 45 (24.46%) Data Migration
4 40 (21.74%) Data Modelling
5 39 (21.20%) ETL
6 37 (20.11%) Problem-Solving
7 35 (19.02%) Validation
8 34 (18.48%) Data Management
9 32 (17.39%) Analytics
9 32 (17.39%) Business Intelligence
10 29 (15.76%) Visualisation
11 26 (14.13%) Data Governance
12 20 (10.87%) Stakeholder Management
13 19 (10.33%) Agile
14 16 (8.70%) Data Enrichment
14 16 (8.70%) Data Visualisation
15 15 (8.15%) CRM
16 14 (7.61%) Data Security
16 14 (7.61%) Project Management
16 14 (7.61%) User Acceptance Testing
Programming Languages
1 59 (32.07%) SQL
2 39 (21.20%) Python
3 10 (5.43%) R
4 6 (3.26%) JavaScript
5 4 (2.17%) Apex Code
5 4 (2.17%) Java
5 4 (2.17%) Scala
6 3 (1.63%) PowerShell
7 2 (1.09%) T-SQL
7 2 (1.09%) VBA
8 1 (0.54%) ABAP
8 1 (0.54%) Bash
8 1 (0.54%) C#
8 1 (0.54%) PL/SQL
8 1 (0.54%) Shell Script
8 1 (0.54%) VB
Qualifications
1 16 (8.70%) Security Cleared
2 14 (7.61%) SC Cleared
3 12 (6.52%) Degree
4 6 (3.26%) PMP
5 3 (1.63%) Computer Science Degree
5 3 (1.63%) SAP Certification
6 2 (1.09%) DV Cleared
6 2 (1.09%) PMI Certification
6 2 (1.09%) Tableau Certification
7 1 (0.54%) ACCA
7 1 (0.54%) BPSS Clearance
7 1 (0.54%) CCA
7 1 (0.54%) CIMA
7 1 (0.54%) DBS Check
7 1 (0.54%) ECDL
7 1 (0.54%) Master's Degree
7 1 (0.54%) Numerate Degree
7 1 (0.54%) PRINCE2 Certification
Quality Assurance & Compliance
1 76 (41.30%) Data Quality
2 22 (11.96%) QA
3 7 (3.80%) GDPR
4 4 (2.17%) PMO
5 3 (1.63%) IFRS
6 2 (1.09%) Accessibility
6 2 (1.09%) SLA
7 1 (0.54%) Cyber Essentials
7 1 (0.54%) Cyber Essentials PLUS
7 1 (0.54%) ISO/IEC 27001
7 1 (0.54%) NIST
7 1 (0.54%) Sarbanes-Oxley
System Software
1 7 (3.80%) Docker
2 4 (2.17%) Active Directory
3 2 (1.09%) HDFS
Systems Management
1 6 (3.26%) Kubernetes
2 1 (0.54%) Kibana
Vendors
1 38 (20.65%) SAP
2 17 (9.24%) Microsoft
2 17 (9.24%) Oracle
2 17 (9.24%) Salesforce
3 11 (5.98%) Databricks
4 8 (4.35%) Alteryx
5 7 (3.80%) Dataiku
6 6 (3.26%) Trillium
7 4 (2.17%) Salesforce Marketing Cloud
8 3 (1.63%) Concur
8 3 (1.63%) Embarcadero
8 3 (1.63%) Informatica
8 3 (1.63%) Marketo
8 3 (1.63%) Pardot
8 3 (1.63%) Talend
9 2 (1.09%) Ceridian
9 2 (1.09%) Google
10 1 (0.54%) Darktrace
10 1 (0.54%) Qualys
10 1 (0.54%) Sage