Data Cleansing Contracts in Yorkshire

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

The table below provides summary statistics for contract job vacancies advertised in Yorkshire requiring Data Cleansing skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Cleansing over the 6 months leading up to 31 October 2024, comparing them to the same period in the previous two years.

6 months to
31 Oct 2024
Same period 2023 Same period 2022
Rank 88 111 139
Rank change year-on-year +23 +28 -5
Contract jobs citing Data Cleansing 8 2 6
As % of all contract jobs advertised in Yorkshire 0.58% 0.10% 0.21%
As % of the Processes & Methodologies category 0.68% 0.12% 0.23%
Number of daily rates quoted 3 1 3
10th Percentile £433 - £456
25th Percentile £444 - £458
Median daily rate (50th Percentile) £475 £425 £460
Median % change year-on-year +11.76% -7.61% +7.60%
75th Percentile £506 - £476
90th Percentile £518 - £483
England median daily rate £516 £475 £496
% change year-on-year +8.68% -4.28% -8.10%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £21.17
England median hourly rate £49.00 £16.40 £21.84
% change year-on-year +198.78% -24.89% +16.61%

All Process and Methodology Skills
Yorkshire

Data Cleansing falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Yorkshire.

Contract vacancies with a requirement for process or methodology skills 1,177 1,695 2,663
As % of all contract IT jobs advertised in Yorkshire 84.86% 88.19% 91.51%
Number of daily rates quoted 673 1,097 1,792
10th Percentile £263 £281 £220
25th Percentile £400 £413 £406
Median daily rate (50th Percentile) £500 £517 £500
Median % change year-on-year -3.29% +3.40% +5.26%
75th Percentile £575 £609 £600
90th Percentile £652 £700 £688
England median daily rate £525 £550 £550
% change year-on-year -4.55% - +4.76%
Number of hourly rates quoted 37 30 59
10th Percentile - £15.11 £10.20
25th Percentile £12.55 £18.31 £14.04
Median hourly rate £18.64 £21.31 £19.00
Median % change year-on-year -12.55% +12.16% +8.57%
75th Percentile £28.75 £26.02 £22.25
90th Percentile £38.75 £44.05 £25.00
England median hourly rate £39.50 £44.50 £35.00
% change year-on-year -11.24% +27.14% +70.73%

Data Cleansing
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Cleansing in Yorkshire

Data Cleansing
Contractor Daily Rate Trend in Yorkshire

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

Daily rate trend for Data Cleansing in Yorkshire

Data Cleansing
Contractor Hourly Rate Trend in Yorkshire

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

Hourly rate trend for Data Cleansing in Yorkshire

Data Cleansing
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 31 October 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
West Yorkshire +28 8 £475 +11.76% 4
Data Cleansing
England

Data Cleansing
Co-occurring Skills and Capabilities in Yorkshire 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 (62.50%) Apache
1 5 (62.50%) Apache Spark
2 4 (50.00%) Apache Airflow
Applications
1 1 (12.50%) Microsoft Excel
Cloud Services
1 7 (87.50%) Azure
2 5 (62.50%) AWS
2 5 (62.50%) GCP
3 4 (50.00%) AWS Data Pipeline
4 3 (37.50%) Cloud Computing
5 2 (25.00%) Azure Synapse Analytics
5 2 (25.00%) Power Platform
6 1 (12.50%) Azure Data Factory
Database & Business Intelligence
1 5 (62.50%) Apache Hive
1 5 (62.50%) Big Data
1 5 (62.50%) Data Warehouse
2 4 (50.00%) Amazon Redshift
2 4 (50.00%) BigQuery
2 4 (50.00%) Data Lake
2 4 (50.00%) Hadoop
2 4 (50.00%) Spark SQL
3 2 (25.00%) Power BI
4 1 (12.50%) DataStage
4 1 (12.50%) SQL Server
Development Applications
1 3 (37.50%) Git
2 1 (12.50%) SQL Server Management Studio (SSMS)
General
1 5 (62.50%) Analytical Skills
2 2 (25.00%) Finance
3 1 (12.50%) Organisational Skills
3 1 (12.50%) Retail
3 1 (12.50%) Social Skills
Job Titles
1 4 (50.00%) Scala Engineer
2 1 (12.50%) Analyst
2 1 (12.50%) Apache Spark Developer
2 1 (12.50%) Business Intelligence Analyst
2 1 (12.50%) Business Intelligence Manager
2 1 (12.50%) Developer
2 1 (12.50%) HR Manager
2 1 (12.50%) Implementation Manager
2 1 (12.50%) Implementation Project Manager
2 1 (12.50%) Payroll Manager
2 1 (12.50%) Project Manager
2 1 (12.50%) Scala Developer
2 1 (12.50%) Senior
2 1 (12.50%) Senior Manager
Libraries, Frameworks & Software Standards
1 5 (62.50%) Kafka
2 2 (25.00%) PySpark
Miscellaneous
1 1 (12.50%) Low-Code
Processes & Methodologies
1 6 (75.00%) Problem-Solving
2 5 (62.50%) Data Engineering
2 5 (62.50%) Data Modelling
2 5 (62.50%) Data Pipeline
2 5 (62.50%) Data Science
3 4 (50.00%) Data Analysis
4 3 (37.50%) CI/CD
4 3 (37.50%) Containerisation
4 3 (37.50%) DevOps
4 3 (37.50%) Machine Learning
5 2 (25.00%) Business Intelligence
6 1 (12.50%) Analytics
6 1 (12.50%) Data Ingestion
6 1 (12.50%) Data Transformation
6 1 (12.50%) ETL
6 1 (12.50%) Performance Metrics
6 1 (12.50%) PRINCE2
6 1 (12.50%) Project Management
6 1 (12.50%) User Acceptance Testing
6 1 (12.50%) Visualisation
Programming Languages
1 6 (75.00%) Python
1 6 (75.00%) SQL
2 5 (62.50%) Scala
Qualifications
1 1 (12.50%) PRINCE2 Certification
System Software
1 4 (50.00%) HDFS
2 3 (37.50%) Docker
Systems Management
1 3 (37.50%) Kubernetes
Vendors
1 2 (25.00%) Microsoft
2 1 (12.50%) Civica
2 1 (12.50%) Databricks