Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 203 221 270
Rank change year-on-year +18 +49 0
Permanent jobs citing Data Cleansing 20 9 6
As % of all permanent IT jobs advertised in Leeds 0.40% 0.17% 0.086%
As % of the Processes & Methodologies category 0.44% 0.19% 0.094%
Number of salaries quoted 17 10 5
Leeds median annual salary £35,000 £46,000 £40,000
Median salary % change year-on-year -23.91% +15.00% +10.34%
10th Percentile £29,350 £33,850 £37,000
90th Percentile £54,100 £53,750 £42,850
West Yorkshire median annual salary £35,000 £46,000 £40,000
% change year-on-year -23.91% +15.00% +6.67%

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

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4558 4855 6398
As % of all permanent IT jobs advertised in Leeds 92.27% 90.56% 91.94%
Number of salaries quoted 3831 4157 5088
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £60,000
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

Data Cleansing
Job Vacancy Trend in Leeds

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Leeds.

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

Data Cleansing
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Cleansing in Leeds over the 6 months to 20 November 2017.

Salary histogram for Data Cleansing in Leeds

For the 6 months to 20 November 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 18 (90.00%) SQL
1 18 (90.00%) Data Warehouse
2 16 (80.00%) Business Intelligence
2 16 (80.00%) ETL
3 14 (70.00%) Analytics
4 13 (65.00%) Data Mining
4 13 (65.00%) Data Analysis
4 13 (65.00%) Predictive Analytics
5 11 (55.00%) Data Transformation
5 11 (55.00%) Data Analytics
5 11 (55.00%) Business Analytics
5 11 (55.00%) Visualisation
5 11 (55.00%) Data Visualisation
5 11 (55.00%) Tableau
5 11 (55.00%) SAS
5 11 (55.00%) Finance
5 11 (55.00%) Cognos
6 7 (35.00%) SQL Server
6 7 (35.00%) SQL Server Integration Services
6 7 (35.00%) SQL Server Reporting Services
7 5 (25.00%) T-SQL
8 4 (20.00%) VB
8 4 (20.00%) Microsoft Excel
8 4 (20.00%) RDBMS
8 4 (20.00%) Data Conversion
8 4 (20.00%) Relational Database
8 4 (20.00%) Analytical Skills
8 4 (20.00%) SQL Server 2014
9 3 (15.00%) SQL Server 2016
9 3 (15.00%) SQL Server Analysis Services

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:

Application Platforms
1 11 (55.00%) SAS
2 2 (10.00%) SharePoint
Applications
1 4 (20.00%) Microsoft Excel
Cloud Services
1 2 (10.00%) Cortana Intelligence Suite
1 2 (10.00%) Microsoft Azure
Database & Business Intelligence
1 18 (90.00%) Data Warehouse
2 13 (65.00%) Data Mining
3 7 (35.00%) SQL Server
3 7 (35.00%) SQL Server Integration Services
3 7 (35.00%) SQL Server Reporting Services
4 4 (20.00%) RDBMS
4 4 (20.00%) Relational Database
4 4 (20.00%) SQL Server 2014
5 3 (15.00%) SQL Server 2016
5 3 (15.00%) SQL Server Analysis Services
6 2 (10.00%) Azure SQL Database
6 2 (10.00%) Big Data
6 2 (10.00%) BusinessObjects
6 2 (10.00%) Hadoop
6 2 (10.00%) Microsoft Analysis Services
6 2 (10.00%) MySQL
6 2 (10.00%) PostgreSQL
6 2 (10.00%) SQL Server 2005
6 2 (10.00%) SQL Server 2008
6 2 (10.00%) SQL Server 2012
General
1 11 (55.00%) Finance
Job Titles
1 11 (55.00%) Trainer
2 3 (15.00%) Analyst
2 3 (15.00%) Data Analyst
3 2 (10.00%) Administrator
3 2 (10.00%) Business Consultant
3 2 (10.00%) Business Intelligence Analyst
3 2 (10.00%) Business Intelligence Consultant
3 2 (10.00%) Consultant
3 2 (10.00%) Data Administrator
3 2 (10.00%) DBA
3 2 (10.00%) Developer
3 2 (10.00%) ETL Developer
3 2 (10.00%) Microsoft BI Consultant
3 2 (10.00%) Microsoft Consultant
3 2 (10.00%) SQL Developer
3 2 (10.00%) SSIS Developer
3 2 (10.00%) T-SQL Developer
4 1 (5.00%) Data Conversion Analyst
4 1 (5.00%) SQL Analyst
4 1 (5.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 2 (10.00%) .NET
2 1 (5.00%) MDX
Miscellaneous
1 4 (20.00%) Analytical Skills
2 2 (10.00%) Replication
Operating Systems
1 2 (10.00%) Unix
Processes & Methodologies
1 16 (80.00%) Business Intelligence
1 16 (80.00%) ETL
2 14 (70.00%) Analytics
3 13 (65.00%) Data Analysis
3 13 (65.00%) Predictive Analytics
4 11 (55.00%) Business Analytics
4 11 (55.00%) Data Analytics
4 11 (55.00%) Data Transformation
4 11 (55.00%) Data Visualisation
4 11 (55.00%) Visualisation
5 4 (20.00%) Data Conversion
6 2 (10.00%) Data Architecture
6 2 (10.00%) Data Integration
6 2 (10.00%) Data Migration
6 2 (10.00%) Data Modelling
6 2 (10.00%) Data Protection
6 2 (10.00%) Kimball Methodology
6 2 (10.00%) Migration
6 2 (10.00%) Stakeholder Engagement
6 2 (10.00%) Use Case
Programming Languages
1 18 (90.00%) SQL
2 5 (25.00%) T-SQL
3 4 (20.00%) VB
4 2 (10.00%) C#
4 2 (10.00%) FoxPro (VFP)
4 2 (10.00%) VB6
Qualifications
1 2 (10.00%) SC Cleared
1 2 (10.00%) Security Cleared
Vendors
1 11 (55.00%) Cognos
1 11 (55.00%) Tableau
2 3 (15.00%) Microsoft