The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 155 181 188
Rank change year-on-year
+26 +7
Permanent jobs citing Data Cleansing 7 1 4
As % of all permanent IT jobs located in Leeds 0.26% 0.029% 0.11%
As % of the Processes & Methodologies category 0.29% 0.033% 0.12%
Number of salaries quoted 7 1 4
Median salary £46,000 £42,500 £40,000
Median salary % change year-on-year
+8.23% +6.25%
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
Data Cleansing
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Leeds region.

Processes & Methodologies Category
Leeds
Permanent IT job ads with a match in the
Processes & Methodologies category
2394 3047 3286
As % of all permanent IT jobs located in Leeds 90.14% 89.67% 90.15%
Number of salaries quoted 2079 2465 2525
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,764 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in Leeds

The demand trend of job ads across the Leeds region citing Data Cleansing as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend 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 across the Leeds region.

Data Cleansing Salary Trend in Leeds

Data Cleansing
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Data Cleansing across the Leeds region over the 3 months to 3 December 2016.

Data Cleansing Salary Histogram in Leeds

Data Cleansing
Top 30 Related IT Skills in Leeds

For the 6 months to 3 December 2016, 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 7 (70.00%) QA
2 6 (60.00%) SQL Server
2 6 (60.00%) SQL Server Integration Services
3 5 (50.00%) Web Development
3 5 (50.00%) Microsoft
3 5 (50.00%) SOA
3 5 (50.00%) C#
3 5 (50.00%) .NET
3 5 (50.00%) Web Services
3 5 (50.00%) Microsoft Azure
3 5 (50.00%) WCF
3 5 (50.00%) WPF
3 5 (50.00%) PowerShell
3 5 (50.00%) ASP.NET Web API
3 5 (50.00%) Octopus Deploy
3 5 (50.00%) DevOps
3 5 (50.00%) Automation Testing
4 3 (30.00%) Data Quality
5 2 (20.00%) Capacity Management
5 2 (20.00%) PCI DSS
5 2 (20.00%) ITIL
5 2 (20.00%) ETL
5 2 (20.00%) ITIL Certification
5 2 (20.00%) ISO/IEC 27001
6 1 (10.00%) Degree
6 1 (10.00%) Agile Software Development
6 1 (10.00%) SQL Server Reporting Services
6 1 (10.00%) Project Management
6 1 (10.00%) Process Management
6 1 (10.00%) Migration

Data Cleansing
Top Related 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 5 (50.00%) Microsoft Azure
Communications & Networking
1 1 (10.00%) DHCP
Database & Business Intelligence
1 6 (60.00%) SQL Server
1 6 (60.00%) SQL Server Integration Services
2 1 (10.00%) BusinessObjects
2 1 (10.00%) Data Warehouse
2 1 (10.00%) Oracle Database
2 1 (10.00%) SAP Data Services
2 1 (10.00%) SQL Server Reporting Services
2 1 (10.00%) Star Schema
Development Applications
1 5 (50.00%) Octopus Deploy
Job Titles
1 5 (50.00%) .NET Developer
1 5 (50.00%) .NET Software Developer
1 5 (50.00%) Developer
1 5 (50.00%) Senior .NET Developer
1 5 (50.00%) Senior .NET Software Developer
1 5 (50.00%) Senior Developer
1 5 (50.00%) Senior Software Developer
1 5 (50.00%) Software Developer
2 1 (10.00%) Analyst
2 1 (10.00%) Analytics Manager
2 1 (10.00%) Business Intelligence Manager
2 1 (10.00%) Business Manager
2 1 (10.00%) Capacity Analyst
2 1 (10.00%) Data Integration Specialist
2 1 (10.00%) Data Manager
2 1 (10.00%) ERP Manager
2 1 (10.00%) Integration Specialist
2 1 (10.00%) Monitoring Analyst
Libraries, Frameworks & Software Standards
1 5 (50.00%) .NET
1 5 (50.00%) ASP.NET Web API
1 5 (50.00%) WCF
1 5 (50.00%) Web Services
1 5 (50.00%) WPF
Miscellaneous
1 1 (10.00%) Analytical Skills
1 1 (10.00%) CMDB
1 1 (10.00%) Data Integration
1 1 (10.00%) Data Structures
1 1 (10.00%) Visualisation
Processes & Methodologies
1 5 (50.00%) Automation Testing
1 5 (50.00%) DevOps
1 5 (50.00%) SOA
1 5 (50.00%) Web Development
2 2 (20.00%) Capacity Management
2 2 (20.00%) ETL
2 2 (20.00%) ITIL
3 1 (10.00%) Agile Software Development
3 1 (10.00%) Analytics
3 1 (10.00%) Business Analytics
3 1 (10.00%) Business Intelligence
3 1 (10.00%) Coaching
3 1 (10.00%) Data Governance
3 1 (10.00%) Data Migration
3 1 (10.00%) ERP
3 1 (10.00%) Mentoring
3 1 (10.00%) Process Improvement
3 1 (10.00%) Project Management
3 1 (10.00%) SDLC
3 1 (10.00%) Waterfall
Programming Languages
1 5 (50.00%) C#
1 5 (50.00%) PowerShell
2 1 (10.00%) SQL
Qualifications
1 2 (20.00%) ITIL Certification
2 1 (10.00%) Degree
Quality Assurance & Compliance
1 7 (70.00%) QA
2 3 (30.00%) Data Quality
3 2 (20.00%) ISO/IEC 27001
3 2 (20.00%) PCI DSS
Systems Management
1 1 (10.00%) SCCM
Vendors
1 5 (50.00%) Microsoft
2 1 (10.00%) Oracle
2 1 (10.00%) SAP
2 1 (10.00%) SolarWinds