The following table provides summary statistics for permanent job vacancies advertised in the East of England 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)
England / East of England
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 253 266 267
Rank change year-on-year +13 +1  
Permanent jobs citing Data Cleansing 3 10 8
As % of all permanent IT jobs advertised in the East of England 0.049% 0.13% 0.11%
As % of the Processes & Methodologies category 0.056% 0.15% 0.12%
Number of salaries quoted 3 10 8
Median salary £35,000 £41,000 £46,250
Median salary % change year-on-year -14.63% -11.35%  
90% offered a salary of more than £29,400 £29,700 £37,500
10% offered a salary of more than £47,000 £50,250 £58,250
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 the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5384 6538 6421
As % of all permanent IT job vacancies advertised in the East of England 87.26% 87.92% 84.43%
Number of salaries quoted 4272 5171 5120
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,159 £30,000 £30,000
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Cleansing
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 the East of England

Data Cleansing
Salary Trend in the East of England

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

Salary trend for Data Cleansing in the East of England

Data Cleansing
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Cleansing in the East of England over the 3 months to 28 March 2017.

Salary histogram for Data Cleansing in the East of England

Data Cleansing
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the East of England region over the 3 months to 28 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire +13 2 £42,500 +3.65%
Cambridgeshire +12 1 £28,000 -30.43%
Data Cleansing
England

Data Cleansing
Top 30 Co-occurring IT Skills in the East of England

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 East of England region with a requirement for Data Cleansing.

1 6 (50.00%) SQL
2 5 (41.67%) ETL
3 4 (33.33%) Project Management
3 4 (33.33%) Business Intelligence
3 4 (33.33%) Data Mining
3 4 (33.33%) Agile Software Development
4 3 (25.00%) TDD
4 3 (25.00%) Spring
4 3 (25.00%) Continuous Integration
4 3 (25.00%) Data Migration
4 3 (25.00%) Talend Open Studio
4 3 (25.00%) hybris
4 3 (25.00%) Machine Learning
4 3 (25.00%) Talend
4 3 (25.00%) DevOps
4 3 (25.00%) Information Retrieval
4 3 (25.00%) Java
4 3 (25.00%) JavaScript
4 3 (25.00%) XML
4 3 (25.00%) Tomcat
4 3 (25.00%) MS Excel
4 3 (25.00%) Finance
4 3 (25.00%) Migration
4 3 (25.00%) SDLC
4 3 (25.00%) Analytical Skills
5 2 (16.67%) Stakeholder Management
5 2 (16.67%) Advertising
5 2 (16.67%) Microsoft
5 2 (16.67%) CRM
5 2 (16.67%) SQL Server

Data Cleansing
Co-occurring IT Skills in the East of England 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 3 (25.00%) Tomcat
Applications
1 3 (25.00%) MS Excel
Business Applications
1 1 (8.33%) Oracle Assets
1 1 (8.33%) Oracle General Ledger
1 1 (8.33%) Oracle Subledger Accounting
1 1 (8.33%) Salesforce.com CRM
Database & Business Intelligence
1 4 (33.33%) Data Mining
2 2 (16.67%) OLAP
2 2 (16.67%) OLTP
2 2 (16.67%) SQL Server
2 2 (16.67%) SQL Server 2012
2 2 (16.67%) SQL Server Analysis Services
2 2 (16.67%) SQL Server Integration Services
2 2 (16.67%) SQL Server Reporting Services
3 1 (8.33%) MS Access
3 1 (8.33%) Oracle Discoverer
Development Applications
1 3 (25.00%) Talend Open Studio
General
1 3 (25.00%) Finance
2 2 (16.67%) Advertising
2 2 (16.67%) General Ledger
2 2 (16.67%) Retail
3 1 (8.33%) Pharmaceutical
3 1 (8.33%) Publishing
Job Titles
1 5 (41.67%) Analyst
1 5 (41.67%) Developer
2 3 (25.00%) Java Developer
3 2 (16.67%) SQL Developer
4 1 (8.33%) Administrator
4 1 (8.33%) Business Intelligence Manager
4 1 (8.33%) Business Manager
4 1 (8.33%) Data Analyst
4 1 (8.33%) Database Analyst
4 1 (8.33%) Implementation Manager
4 1 (8.33%) Information Analyst
4 1 (8.33%) Information Manager
4 1 (8.33%) Product Analyst
4 1 (8.33%) Salesforce Administrator
4 1 (8.33%) Salesforce Analyst
4 1 (8.33%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 3 (25.00%) Spring
1 3 (25.00%) XML
Miscellaneous
1 3 (25.00%) Analytical Skills
2 1 (8.33%) Data Structures
2 1 (8.33%) User Experience
Processes & Methodologies
1 5 (41.67%) ETL
2 4 (33.33%) Agile Software Development
2 4 (33.33%) Business Intelligence
2 4 (33.33%) Project Management
3 3 (25.00%) Continuous Integration
3 3 (25.00%) Data Migration
3 3 (25.00%) DevOps
3 3 (25.00%) Information Retrieval
3 3 (25.00%) Machine Learning
3 3 (25.00%) Migration
3 3 (25.00%) SDLC
3 3 (25.00%) TDD
4 2 (16.67%) CRM
4 2 (16.67%) Data Conversion
4 2 (16.67%) Data Governance
4 2 (16.67%) Data Mapping
4 2 (16.67%) Data Privacy
4 2 (16.67%) Kimball Methodology
4 2 (16.67%) Stakeholder Management
5 1 (8.33%) Requirements Analysis
Programming Languages
1 6 (50.00%) SQL
2 3 (25.00%) Java
2 3 (25.00%) JavaScript
3 1 (8.33%) T-SQL
Qualifications
1 1 (8.33%) DBS Check
Vendors
1 3 (25.00%) hybris
1 3 (25.00%) Talend
2 2 (16.67%) Microsoft
2 2 (16.67%) Salesforce.com
3 1 (8.33%) Oracle
3 1 (8.33%) Sun