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 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 238 250 259
Rank change year-on-year
+12 +9
Permanent jobs citing Data Cleansing 15 12 19
As % of all permanent IT jobs located in the East of England 0.24% 0.16% 0.24%
As % of the Processes & Methodologies category 0.28% 0.19% 0.29%
Number of salaries quoted 15 12 19
Median salary £60,000 £45,000 £36,000
Median salary % change year-on-year
+33.33% +25.00%
90% offered a salary of more than £45,000 £26,007 £27,500
10% offered a salary of more than £75,000 £85,250 £53,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
Data Cleansing
England

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
5390 6257 6495
As % of all permanent IT jobs located in the East of England 85.62% 85.20% 83.15%
Number of salaries quoted 4588 5268 5249
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,000 £31,000 £30,000
10% offered a salary of more than £70,000 £67,500 £65,000
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 28 August 2016.

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 28 August 2016. 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
(Click see detailed
statistics and trends)
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 +25 12 £52,500 +16.66%
Data Cleansing
England

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

For the 6 months to 28 August 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 East of England region with a requirement for Data Cleansing.

1 18 (90.00%) ETL
2 15 (75.00%) SQL
2 15 (75.00%) T-SQL
3 12 (60.00%) SQL Server
3 12 (60.00%) Business Intelligence
4 11 (55.00%) Data Warehouse
4 11 (55.00%) Data Quality
5 10 (50.00%) Data Analysis
6 9 (45.00%) Data Extraction
6 9 (45.00%) VBA
7 7 (35.00%) MS Office
7 7 (35.00%) Finance
7 7 (35.00%) Retail
8 6 (30.00%) Migration
8 6 (30.00%) Data Migration
8 6 (30.00%) Data Conversion
8 6 (30.00%) Degree
8 6 (30.00%) XML
8 6 (30.00%) PRINCE2
8 6 (30.00%) Unix
8 6 (30.00%) Windows
8 6 (30.00%) C#
8 6 (30.00%) C++
8 6 (30.00%) Java
8 6 (30.00%) VBScript
8 6 (30.00%) VB
8 6 (30.00%) ERP
8 6 (30.00%) Oracle
8 6 (30.00%) Data Mining
8 6 (30.00%) Informatica

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:

Applications
1 7 (35.00%) MS Office
2 3 (15.00%) MS Excel
Database & Business Intelligence
1 12 (60.00%) SQL Server
2 11 (55.00%) Data Warehouse
3 6 (30.00%) Data Mining
4 5 (25.00%) SQL Server Integration Services
5 4 (20.00%) Enterprise Data Warehouse
6 1 (5.00%) Microsoft Analysis Services
6 1 (5.00%) MySQL
6 1 (5.00%) Power BI
6 1 (5.00%) QlikView
6 1 (5.00%) Relational Database
6 1 (5.00%) SAP Data Services
6 1 (5.00%) SQL Server 2008
6 1 (5.00%) SQL Server 2012
6 1 (5.00%) SQL Server Reporting Services
Development Applications
1 6 (30.00%) Talend Open Studio
2 4 (20.00%) ERwin
General
1 7 (35.00%) Finance
1 7 (35.00%) Retail
2 1 (5.00%) Manufacturing
2 1 (5.00%) Pharmaceutical
Job Titles
1 7 (35.00%) Consultant
2 6 (30.00%) Data Consultant
2 6 (30.00%) Data Migration Consultant
2 6 (30.00%) Migration Consultant
3 5 (25.00%) Analyst
3 5 (25.00%) Data Engineer
4 4 (20.00%) Architect
4 4 (20.00%) Data Architect
4 4 (20.00%) Data Warehouse Architect
5 3 (15.00%) Data Analyst
5 3 (15.00%) Senior Consultant
5 3 (15.00%) SQL Analyst
5 3 (15.00%) SQL Data Analyst
5 3 (15.00%) SQL Server Analyst
6 2 (10.00%) Developer
7 1 (5.00%) Business Consultant
7 1 (5.00%) Business Developer
7 1 (5.00%) Business Systems Analyst
7 1 (5.00%) SQL Developer
7 1 (5.00%) Systems Analyst
Libraries, Frameworks & Software Standards
1 6 (30.00%) XML
Miscellaneous
1 9 (45.00%) Data Extraction
2 6 (30.00%) Analytical Skills
2 6 (30.00%) Data Conversion
3 4 (20.00%) Management Information System
4 1 (5.00%) FMCG
4 1 (5.00%) Replication
Operating Systems
1 6 (30.00%) Unix
1 6 (30.00%) Windows
Processes & Methodologies
1 18 (90.00%) ETL
2 12 (60.00%) Business Intelligence
3 10 (50.00%) Data Analysis
4 6 (30.00%) Data Migration
4 6 (30.00%) ERP
4 6 (30.00%) Migration
4 6 (30.00%) Performance Tuning
4 6 (30.00%) PRINCE2
5 5 (25.00%) Data Governance
6 4 (20.00%) Data Mapping
6 4 (20.00%) Data Modelling
6 4 (20.00%) ETL Development
6 4 (20.00%) Information Architecture
6 4 (20.00%) Performance Management
7 2 (10.00%) Project Management
8 1 (5.00%) Business Analysis
8 1 (5.00%) Data Management
8 1 (5.00%) Incident Management
8 1 (5.00%) ITIL
8 1 (5.00%) Quality Management
Programming Languages
1 15 (75.00%) SQL
1 15 (75.00%) T-SQL
2 9 (45.00%) VBA
3 6 (30.00%) C#
3 6 (30.00%) C++
3 6 (30.00%) Java
3 6 (30.00%) VB
3 6 (30.00%) VBScript
Qualifications
1 6 (30.00%) Degree
1 6 (30.00%) SC Cleared
1 6 (30.00%) Security Cleared
2 1 (5.00%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 11 (55.00%) Data Quality
2 1 (5.00%) QA
Vendors
1 6 (30.00%) Informatica
1 6 (30.00%) Oracle
1 6 (30.00%) Talend
2 3 (15.00%) Microsoft
3 1 (5.00%) SAP
3 1 (5.00%) Tableau