The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 130 140 140
Rank change year-on-year
+10 0
Permanent jobs citing Data Cleansing 6 4 12
As % of all permanent IT jobs located in Hertfordshire 0.28% 0.18% 0.49%
As % of the Processes & Methodologies category 0.32% 0.22% 0.59%
Number of salaries quoted 5 4 11
Median salary £42,500 £41,500 £45,000
Median salary % change year-on-year
+2.40% -7.77%
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
Data Cleansing
East of 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 Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1889 1841 2022
As % of all permanent IT jobs located in Hertfordshire 88.98% 85.00% 82.83%
Number of salaries quoted 1565 1525 1647
Median salary £50,000 £52,500 £50,000
Median salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £30,000 £30,500 £32,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire 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 Hertfordshire

Data Cleansing
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Cleansing across the Hertfordshire region.

Data Cleansing Salary Trend in Hertfordshire

Data Cleansing
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the Hertfordshire region over the 3 months to 10 December 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
Tring - 3 £42,500 -
Stevenage - 2 £30,000 -
Welwyn Garden City - 1 - -
Data Cleansing
East of England

Data Cleansing
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 10 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 Hertfordshire region with a requirement for Data Cleansing.

1 14 (93.33%) SQL
1 14 (93.33%) ETL
2 10 (66.67%) T-SQL
3 9 (60.00%) Data Mining
4 7 (46.67%) Business Intelligence
4 7 (46.67%) Java
4 7 (46.67%) XML
4 7 (46.67%) SQL Server
4 7 (46.67%) Migration
4 7 (46.67%) Data Analysis
4 7 (46.67%) Data Migration
4 7 (46.67%) Data Extraction
4 7 (46.67%) Talend Open Studio
4 7 (46.67%) Talend
5 6 (40.00%) Finance
5 6 (40.00%) Analytical Skills
6 5 (33.33%) Data Warehouse
6 5 (33.33%) ERP
6 5 (33.33%) VBScript
6 5 (33.33%) VB
6 5 (33.33%) VBA
6 5 (33.33%) Oracle
6 5 (33.33%) Performance Tuning
6 5 (33.33%) Data Conversion
6 5 (33.33%) Retail
7 4 (26.67%) Degree
7 4 (26.67%) Data Quality
7 4 (26.67%) SC Cleared
7 4 (26.67%) Security Cleared
7 4 (26.67%) C#

Data Cleansing
Top Related IT Skills in Hertfordshire 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 (20.00%) Tomcat
Applications
1 4 (26.67%) MS Office
2 2 (13.33%) MS Excel
Business Applications
1 1 (6.67%) Oracle Assets
1 1 (6.67%) Oracle General Ledger
1 1 (6.67%) Oracle Subledger Accounting
Database & Business Intelligence
1 9 (60.00%) Data Mining
2 7 (46.67%) SQL Server
3 5 (33.33%) Data Warehouse
4 2 (13.33%) OLAP
4 2 (13.33%) OLTP
4 2 (13.33%) SQL Server 2012
4 2 (13.33%) SQL Server Analysis Services
4 2 (13.33%) SQL Server Integration Services
4 2 (13.33%) SQL Server Reporting Services
5 1 (6.67%) Oracle Discoverer
Development Applications
1 7 (46.67%) Talend Open Studio
General
1 6 (40.00%) Finance
2 5 (33.33%) Retail
3 2 (13.33%) Advertising
4 1 (6.67%) General Ledger
Job Titles
1 5 (33.33%) Data Engineer
1 5 (33.33%) Developer
2 4 (26.67%) Analyst
2 4 (26.67%) Consultant
2 4 (26.67%) Data Analyst
2 4 (26.67%) Data Consultant
2 4 (26.67%) Data Migration Consultant
2 4 (26.67%) Migration Consultant
3 3 (20.00%) Java Developer
3 3 (20.00%) SQL Analyst
3 3 (20.00%) SQL Data Analyst
3 3 (20.00%) SQL Server Analyst
4 2 (13.33%) Senior Consultant
4 2 (13.33%) SQL Developer
5 1 (6.67%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 7 (46.67%) XML
2 3 (20.00%) Spring
Miscellaneous
1 7 (46.67%) Data Extraction
2 6 (40.00%) Analytical Skills
3 5 (33.33%) Data Conversion
4 1 (6.67%) Data Structures
Operating Systems
1 4 (26.67%) Unix
1 4 (26.67%) Windows
Processes & Methodologies
1 14 (93.33%) ETL
2 7 (46.67%) Business Intelligence
2 7 (46.67%) Data Analysis
2 7 (46.67%) Data Migration
2 7 (46.67%) Migration
3 5 (33.33%) ERP
3 5 (33.33%) Performance Tuning
4 4 (26.67%) PRINCE2
5 3 (20.00%) Agile Software Development
5 3 (20.00%) Continuous Integration
5 3 (20.00%) DevOps
5 3 (20.00%) Information Retrieval
5 3 (20.00%) Machine Learning
5 3 (20.00%) SDLC
5 3 (20.00%) TDD
6 2 (13.33%) Kimball Methodology
7 1 (6.67%) Asset Management
7 1 (6.67%) Stakeholder Management
Programming Languages
1 14 (93.33%) SQL
2 10 (66.67%) T-SQL
3 7 (46.67%) Java
4 5 (33.33%) VB
4 5 (33.33%) VBA
4 5 (33.33%) VBScript
5 4 (26.67%) C#
5 4 (26.67%) C++
6 3 (20.00%) JavaScript
Qualifications
1 4 (26.67%) Degree
1 4 (26.67%) SC Cleared
1 4 (26.67%) Security Cleared
Quality Assurance & Compliance
1 4 (26.67%) Data Quality
Vendors
1 7 (46.67%) Talend
2 5 (33.33%) Oracle
3 4 (26.67%) Informatica
4 3 (20.00%) hybris
5 2 (13.33%) Microsoft