The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / East of England
Rank 230 257 258
Rank change year-on-year
+27 +1
Permanent jobs citing Data Cleansing 8 4 6
As % of all permanent IT jobs located in the East of England 0.14% 0.059% 0.084%
As % of the Processes & Methodologies category 0.16% 0.068% 0.099%
Number of salaries quoted 7 4 5
Median salary £36,791 £45,750 £60,000
Median salary % change year-on-year
-19.58% -23.75%
90% offered a salary of more than £29,200 £28,550 £55,500
10% offered a salary of more than £42,500 £57,000 £67,000
UK excluding London median salary £38,250 £36,000 £42,000
% change year-on-year
+6.25% -14.28%

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

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
5100 5851 6042
As % of all permanent IT jobs located in the East of England 87.05% 85.73% 84.68%
Number of salaries quoted 4210 4793 4816
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £67,500 £70,000 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England 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 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 across the East of England region.

Data Cleansing Salary Trend in the East of England

Data Cleansing
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Data Cleansing across the East of England region over the 3 months to 24 January 2017.

Data Cleansing Salary Histogram 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 24 January 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 +11 6 £42,500 +2.40%
Cambridgeshire +4 1 £28,000 -44.00%
Bedfordshire - 1 £36,791 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the East of England

For the 6 months to 24 January 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 7 (58.33%) SQL
2 5 (41.67%) ETL
3 4 (33.33%) Java
3 4 (33.33%) XML
3 4 (33.33%) Agile Software Development
3 4 (33.33%) Data Mining
3 4 (33.33%) Analytical Skills
4 3 (25.00%) hybris
4 3 (25.00%) Machine Learning
4 3 (25.00%) SQL Server 2012
4 3 (25.00%) Talend
4 3 (25.00%) DevOps
4 3 (25.00%) Information Retrieval
4 3 (25.00%) SDLC
4 3 (25.00%) Continuous Integration
4 3 (25.00%) Data Migration
4 3 (25.00%) Talend Open Studio
4 3 (25.00%) Spring
4 3 (25.00%) General Ledger
4 3 (25.00%) TDD
4 3 (25.00%) Migration
4 3 (25.00%) Stakeholder Management
4 3 (25.00%) Tomcat
4 3 (25.00%) MS Excel
4 3 (25.00%) JavaScript
4 3 (25.00%) SQL Server
4 3 (25.00%) Project Management
5 2 (16.67%) Salesforce.com
5 2 (16.67%) Business Intelligence
5 2 (16.67%) OLTP

Data Cleansing
Top Related 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
Communications & Networking
1 1 (8.33%) HTTP
Database & Business Intelligence
1 4 (33.33%) Data Mining
2 3 (25.00%) SQL Server
2 3 (25.00%) SQL Server 2012
3 2 (16.67%) OLAP
3 2 (16.67%) OLTP
3 2 (16.67%) SQL Server Analysis Services
3 2 (16.67%) SQL Server Integration Services
3 2 (16.67%) SQL Server Reporting Services
4 1 (8.33%) Big Data
4 1 (8.33%) DB2
4 1 (8.33%) MS Access
4 1 (8.33%) Oracle Database
4 1 (8.33%) Oracle Discoverer
Development Applications
1 3 (25.00%) Talend Open Studio
General
1 3 (25.00%) General Ledger
2 2 (16.67%) Advertising
2 2 (16.67%) Finance
3 1 (8.33%) Pharmaceutical
3 1 (8.33%) Publishing
Job Titles
1 6 (50.00%) Developer
2 4 (33.33%) Analyst
3 3 (25.00%) Java Developer
4 2 (16.67%) Implementation Manager
4 2 (16.67%) SQL Developer
5 1 (8.33%) Administrator
5 1 (8.33%) Data Analyst
5 1 (8.33%) Database Analyst
5 1 (8.33%) Information Analyst
5 1 (8.33%) Information Manager
5 1 (8.33%) Lead Developer
5 1 (8.33%) Salesforce Administrator
5 1 (8.33%) Salesforce Analyst
5 1 (8.33%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 4 (33.33%) XML
2 3 (25.00%) Spring
Miscellaneous
1 4 (33.33%) Analytical Skills
2 1 (8.33%) Data Structures
2 1 (8.33%) Management Information System
Operating Systems
1 1 (8.33%) AIX
1 1 (8.33%) Linux
1 1 (8.33%) Unix
1 1 (8.33%) Windows
Processes & Methodologies
1 5 (41.67%) ETL
2 4 (33.33%) Agile Software Development
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%) Project Management
3 3 (25.00%) SDLC
3 3 (25.00%) Stakeholder Management
3 3 (25.00%) TDD
4 2 (16.67%) Analytics
4 2 (16.67%) Business Intelligence
4 2 (16.67%) Change Management
4 2 (16.67%) CRM
4 2 (16.67%) Kimball Methodology
4 2 (16.67%) Risk Management
4 2 (16.67%) Strategic Planning
5 1 (8.33%) Data Modelling
Programming Languages
1 7 (58.33%) SQL
2 4 (33.33%) Java
3 3 (25.00%) JavaScript
4 1 (8.33%) Shell Script
4 1 (8.33%) T-SQL
Qualifications
1 1 (8.33%) DBS Check
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
Vendors
1 3 (25.00%) hybris
1 3 (25.00%) Talend
2 2 (16.67%) Microsoft
2 2 (16.67%) Oracle
2 2 (16.67%) Salesforce.com
2 2 (16.67%) Sun
3 1 (8.33%) Cognizant
3 1 (8.33%) Trillium