The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Data Cleansing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Cleansing over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank - - 181
Permanent jobs citing Data Cleansing 0 0 7
As % of all permanent IT jobs advertised in Leeds - - 0.19%
As % of the Processes & Methodologies category - - 0.21%
Number of salaries quoted 0 0 7
Median salary - - £32,000
UK excluding London median salary £44,500 £41,500 £40,000
% change year-on-year +7.22% +3.75%  

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for process and methodology skills.

Process & Methodology Skills
Leeds
Permanent job vacancies with a requirement for process and methodology skills 2367 2978 3385
As % of all permanent IT job vacancies advertised in Leeds 91.43% 90.05% 90.68%
Number of salaries quoted 2080 2411 2679
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Cleansing
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds citing Data Cleansing as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing in Leeds

Data Cleansing
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Cleansing in Leeds.

Salary trend for Data Cleansing in Leeds

For the 6 months to 28 March 2017, IT jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Leeds region with a requirement for Data Cleansing.

1 4 (66.67%) C#
1 4 (66.67%) .NET
1 4 (66.67%) SQL Server
1 4 (66.67%) Web Services
1 4 (66.67%) SOA
1 4 (66.67%) Microsoft
1 4 (66.67%) SQL Server Integration Services
1 4 (66.67%) Web Development
1 4 (66.67%) QA
1 4 (66.67%) WCF
1 4 (66.67%) WPF
1 4 (66.67%) PowerShell
1 4 (66.67%) Microsoft Azure
1 4 (66.67%) ASP.NET Web API
1 4 (66.67%) Octopus Deploy
1 4 (66.67%) DevOps
1 4 (66.67%) Automation Testing
2 1 (16.67%) Oracle Database
2 1 (16.67%) Analytical Skills
2 1 (16.67%) Data Structures
2 1 (16.67%) SDLC
2 1 (16.67%) SAP Data Services
2 1 (16.67%) Data Governance
2 1 (16.67%) Data Quality
2 1 (16.67%) Data Migration
2 1 (16.67%) Data Integration
2 1 (16.67%) Migration
2 1 (16.67%) BusinessObjects
2 1 (16.67%) Project Management
2 1 (16.67%) ETL

Data Cleansing
Co-occurring IT Skills in Leeds by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Cloud Services
1 4 (66.67%) Microsoft Azure
Database & Business Intelligence
1 4 (66.67%) SQL Server
1 4 (66.67%) SQL Server Integration Services
2 1 (16.67%) BusinessObjects
2 1 (16.67%) Data Warehouse
2 1 (16.67%) Oracle Database
2 1 (16.67%) SAP Data Services
Development Applications
1 4 (66.67%) Octopus Deploy
Job Titles
1 4 (66.67%) .NET Developer
1 4 (66.67%) .NET Software Developer
1 4 (66.67%) Developer
1 4 (66.67%) Senior .NET Developer
1 4 (66.67%) Senior .NET Software Developer
1 4 (66.67%) Senior Developer
1 4 (66.67%) Senior Software Developer
1 4 (66.67%) Software Developer
2 1 (16.67%) Data Integration Specialist
2 1 (16.67%) Data Manager
2 1 (16.67%) ERP Manager
2 1 (16.67%) Integration Specialist
Libraries, Frameworks & Software Standards
1 4 (66.67%) .NET
1 4 (66.67%) ASP.NET Web API
1 4 (66.67%) WCF
1 4 (66.67%) Web Services
1 4 (66.67%) WPF
Miscellaneous
1 1 (16.67%) Analytical Skills
1 1 (16.67%) Data Structures
Processes & Methodologies
1 4 (66.67%) Automation Testing
1 4 (66.67%) DevOps
1 4 (66.67%) SOA
1 4 (66.67%) Web Development
2 1 (16.67%) Data Governance
2 1 (16.67%) Data Integration
2 1 (16.67%) Data Migration
2 1 (16.67%) ERP
2 1 (16.67%) ETL
2 1 (16.67%) Migration
2 1 (16.67%) Project Management
2 1 (16.67%) SDLC
Programming Languages
1 4 (66.67%) C#
1 4 (66.67%) PowerShell
2 1 (16.67%) SQL
Quality Assurance & Compliance
1 4 (66.67%) QA
2 1 (16.67%) Data Quality
Vendors
1 4 (66.67%) Microsoft
2 1 (16.67%) Oracle
2 1 (16.67%) SAP