Data Cleansing Contracts in the North of England

Data Cleansing (Data Cleaning, Data Scrubbing)
England > North of England

The following table provides summary statistics for contract job vacancies advertised in the North of 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 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 156 198 198
Rank change year-on-year +42 0 -20
Contract jobs citing Data Cleansing 29 19 42
As % of all contract jobs advertised in the North of England 0.62% 0.33% 0.59%
As % of the Processes & Methodologies category 0.72% 0.36% 0.66%
Number of daily rates quoted 23 16 33
10th Percentile £365 £213 £332
25th Percentile £420 £288 £384
Median daily rate (50th Percentile) £475 £410 £500
Median % change year-on-year +15.85% -18.00% +11.11%
75th Percentile £550 £491 £540
90th Percentile £634 £606 £640
England median daily rate £445 £525 £500
% change year-on-year -15.19% +5.00% +5.26%
Number of hourly rates quoted 1 0 2
10th Percentile - - £11.07
25th Percentile - - £11.93
Median hourly rate £18.11 - £14.29
75th Percentile - - £16.98
90th Percentile - - £18.04
England median hourly rate £19.61 £22.16 £35.00
% change year-on-year -11.50% -36.69% +2.94%

All Process and Methodology Skills
North of 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 the North of England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 4,026 5,268 6,350
As % of all contract IT jobs advertised in the North of England 85.79% 90.69% 88.50%
Number of daily rates quoted 2,465 3,659 4,646
10th Percentile £300 £300 £241
25th Percentile £400 £413 £385
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +10.21%
75th Percentile £588 £600 £563
90th Percentile £675 £688 £650
England median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +8.04%
Number of hourly rates quoted 357 207 257
10th Percentile £11.04 £10.63 £10.63
25th Percentile £12.50 £16.22 £12.75
Median hourly rate £17.72 £29.30 £18.50
Median % change year-on-year -39.52% +58.38% +2.45%
75th Percentile £44.74 £47.25 £29.50
90th Percentile £57.50 £65.00 £52.07
England median hourly rate £36.33 £36.40 £24.35
% change year-on-year -0.18% +49.47% +3.62%

Data Cleansing
Job Vacancy Trend in the North of England

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

Job vacancy trend for Data Cleansing in the North of England

Data Cleansing
Contractor Daily Rate Trend in the North of England

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

Daily rate trend for Data Cleansing in the North of England

Data Cleansing
Daily Rate Histogram in the North of England

Daily rate distribution for jobs citing Data Cleansing in the North of England over the 6 months to 5 May 2024.

Daily rate histogram for Data Cleansing in the North of England

Data Cleansing
Contractor Hourly Rate Trend in the North of England

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

Hourly rate trend for Data Cleansing in the North of England

Data Cleansing
Contract Job Locations in the North of 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 North of England region over the 6 months to 5 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 West +38 25 £475 +15.85% 13
Yorkshire +19 4 £450 -10.00% 4
Data Cleansing
England

Data Cleansing
Co-occurring Skills and Capabilities in the North of 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 5 (17.24%) SAS
2 3 (10.34%) Apache Spark
3 2 (6.90%) Apache
3 2 (6.90%) Apache Airflow
4 1 (3.45%) Confluence
Applications
1 3 (10.34%) Microsoft Office
2 2 (6.90%) Microsoft Excel
3 1 (3.45%) MS Visio
Business Applications
1 3 (10.34%) SAP S/4HANA
2 2 (6.90%) SAP PP
3 1 (3.45%) Oracle Payroll
3 1 (3.45%) Unit4 Business World
Cloud Services
1 7 (24.14%) Power Platform
2 5 (17.24%) Azure
2 5 (17.24%) Collibra
2 5 (17.24%) Power Automate
2 5 (17.24%) Snowflake
3 4 (13.79%) AWS
4 2 (6.90%) AWS Data Pipeline
4 2 (6.90%) Azure Data Factory
4 2 (6.90%) Cloud Computing
4 2 (6.90%) GCP
5 1 (3.45%) Dynamics 365
5 1 (3.45%) OCI
5 1 (3.45%) SaaS
Database & Business Intelligence
1 8 (27.59%) Data Lake
2 7 (24.14%) Power BI
2 7 (24.14%) SQL Server
3 5 (17.24%) Ataccama
3 5 (17.24%) Data Mining
3 5 (17.24%) Data Warehouse
3 5 (17.24%) Qlik Sense
4 3 (10.34%) Hadoop
4 3 (10.34%) SAP BW
4 3 (10.34%) SAP Data Services
5 2 (6.90%) Amazon Redshift
5 2 (6.90%) Apache Hive
5 2 (6.90%) Big Data
5 2 (6.90%) BigQuery
5 2 (6.90%) Spark SQL
5 2 (6.90%) SQL Server Integration Services
6 1 (3.45%) DataStage
6 1 (3.45%) PowerPivot
6 1 (3.45%) Relational Database
6 1 (3.45%) Tableau
Development Applications
1 5 (17.24%) SQL Server Management Studio (SSMS)
2 3 (10.34%) LSMW
3 2 (6.90%) Git
4 1 (3.45%) ERwin
4 1 (3.45%) JIRA
General
1 12 (41.38%) Social Skills
2 5 (17.24%) Analytical Skills
2 5 (17.24%) Pharmaceutical
3 4 (13.79%) Public Sector
4 3 (10.34%) Legal
4 3 (10.34%) Local Government
5 2 (6.90%) Finance
6 1 (3.45%) Billing
6 1 (3.45%) Health Technology
6 1 (3.45%) Influencing Skills
6 1 (3.45%) Law
6 1 (3.45%) Organisational Skills
6 1 (3.45%) Presentation Skills
6 1 (3.45%) Telecoms
Job Titles
1 13 (44.83%) Analyst
2 8 (27.59%) Data Analyst
3 6 (20.69%) Consultant
4 5 (17.24%) Data Quality Analyst
4 5 (17.24%) QA Analyst
4 5 (17.24%) Quality Analyst
4 5 (17.24%) Senior
4 5 (17.24%) Senior Analyst
5 4 (13.79%) Business Analyst
5 4 (13.79%) Data Engineer
5 4 (13.79%) Lead
5 4 (13.79%) Senior Data Quality Analyst
5 4 (13.79%) Senior QA Analyst
5 4 (13.79%) Senior Quality Analyst
6 3 (10.34%) Data Consultant
7 2 (6.90%) SAP Analyst
7 2 (6.90%) SAP Consultant
7 2 (6.90%) SAP PP Consultant
7 2 (6.90%) SQL Analyst
7 2 (6.90%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (10.34%) BAPI
2 2 (6.90%) Kafka
Miscellaneous
1 3 (10.34%) Legacy Systems
1 3 (10.34%) Management Information System
2 1 (3.45%) Cloud Native
2 1 (3.45%) Data Protection Act
2 1 (3.45%) Enterprise Cloud
2 1 (3.45%) NHS
2 1 (3.45%) Virtual Team
Operating Systems
1 1 (3.45%) Windows
Processes & Methodologies
1 18 (62.07%) Data Analysis
2 8 (27.59%) Business Intelligence
2 8 (27.59%) Data Migration
2 8 (27.59%) Migration
2 8 (27.59%) Visualisation
3 6 (20.69%) Data Architecture
3 6 (20.69%) Data Management
4 5 (17.24%) Data Governance
4 5 (17.24%) Problem-Solving
4 5 (17.24%) Stakeholder Management
5 4 (13.79%) Data Engineering
5 4 (13.79%) Data Modelling
5 4 (13.79%) Data Pipeline
5 4 (13.79%) Data Transformation
5 4 (13.79%) User Acceptance Testing
6 3 (10.34%) Agile
6 3 (10.34%) Cutover Planning
6 3 (10.34%) Data Visualisation
6 3 (10.34%) Procure-to-Pay
6 3 (10.34%) Workflow
Programming Languages
1 11 (37.93%) SQL
2 9 (31.03%) Python
3 2 (6.90%) Scala
4 1 (3.45%) Data Analysis Expressions
4 1 (3.45%) VBA
Qualifications
1 6 (20.69%) Degree
2 4 (13.79%) SC Cleared
2 4 (13.79%) Security Cleared
Quality Assurance & Compliance
1 14 (48.28%) Data Quality
2 7 (24.14%) QA
3 2 (6.90%) GDPR
4 1 (3.45%) Accessibility
4 1 (3.45%) PMO
System Software
1 2 (6.90%) Docker
1 2 (6.90%) HDFS
Systems Management
1 2 (6.90%) Kubernetes
Vendors
1 11 (37.93%) SAP
2 5 (17.24%) Alteryx
2 5 (17.24%) Dataiku
2 5 (17.24%) Trillium
3 3 (10.34%) Microsoft
4 1 (3.45%) Brio
4 1 (3.45%) Databricks
4 1 (3.45%) Embarcadero
4 1 (3.45%) Liquidlogic
4 1 (3.45%) Oracle
4 1 (3.45%) Workday