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 average salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 135 - 133
Rank change year-on-year
- 0
Permanent jobs citing Data Cleansing 4 0 6
As % of all permanent IT jobs located in Hertfordshire 0.18% - 0.30%
As % of the Processes & Methodologies category 0.22% - 0.38%
Number of salaries quoted 4 0 6
Average salary £41,500 - £40,000
UK excluding London average salary £41,000 £40,000 £42,500
% change year-on-year
+2.50% -5.88%
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
1795 1662 1595
As % of all permanent IT jobs located in Hertfordshire 82.57% 82.36% 78.88%
Number of salaries quoted 1509 1292 1183
Average salary £52,000 £50,000 £45,000
Average salary % change year-on-year
+4.00% +11.11%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £65,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Cleansing
Jobs Demand Trend in Hertfordshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Cleansing across the Hertfordshire region as a proportion of the total demand within 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
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Cleansing across the Hertfordshire region over the 3 months to 10 February 2016.

Data Cleansing Salary Histogram in Hertfordshire

Data Cleansing
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Cleansing within the Hertfordshire region over the 3 months to 10 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Tring - 2 £41,500 -
Letchworth - 1 £32,500 -
St Albans - 1 £60,000 -
Data Cleansing
East of England

Data Cleansing
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 10 February 2016, IT jobs across the Hertfordshire region citing Data Cleansing also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Cleansing.

1 9 (81.82%) SQL
2 7 (63.64%) Microsoft
2 7 (63.64%) ETL
3 6 (54.55%) XML
4 5 (45.45%) Data Mining
5 4 (36.36%) PHP
5 4 (36.36%) Client/Server
5 4 (36.36%) Windows XP
5 4 (36.36%) Active Directory
5 4 (36.36%) Citrix
5 4 (36.36%) SMTP
5 4 (36.36%) RDBMS
5 4 (36.36%) Systems Management Server (SMS)
5 4 (36.36%) ITIL
5 4 (36.36%) Unix
5 4 (36.36%) Windows
5 4 (36.36%) Linux
5 4 (36.36%) Apache
5 4 (36.36%) MySQL
5 4 (36.36%) Oracle
5 4 (36.36%) IIS
5 4 (36.36%) PeopleSoft
5 4 (36.36%) Web Services
5 4 (36.36%) Service Management
5 4 (36.36%) Firewall
5 4 (36.36%) ITSM
5 4 (36.36%) Workflow
5 4 (36.36%) LAMP
5 4 (36.36%) Oracle Workflow
5 4 (36.36%) Asset Management

Data Cleansing
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 10 February 2016, IT jobs across the Hertfordshire region citing Data Cleansing also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Cleansing. Up to 20 skills are shown per category.

Application Platforms
1 4 (36.36%) Apache
1 4 (36.36%) IIS
1 4 (36.36%) Oracle Workflow
2 3 (27.27%) Tomcat
Applications
1 3 (27.27%) MS Excel
2 1 (9.09%) MS Office
2 1 (9.09%) MS PowerPoint
2 1 (9.09%) MS Project
2 1 (9.09%) MS Visio
Communications & Networking
1 4 (36.36%) Firewall
1 4 (36.36%) SMTP
Database & Business Intelligence
1 5 (45.45%) Data Mining
2 4 (36.36%) MySQL
2 4 (36.36%) Oracle Database
2 4 (36.36%) RDBMS
2 4 (36.36%) Relational Database
Development Applications
1 3 (27.27%) Talend Open Studio
General
1 1 (9.09%) Finance
1 1 (9.09%) Marketing
1 1 (9.09%) Retail
Job Titles
1 4 (36.36%) Consultant
1 4 (36.36%) Software Consultant
1 4 (36.36%) Technical Consultant
2 3 (27.27%) Analyst
2 3 (27.27%) Asset Management Consultant
2 3 (27.27%) Developer
2 3 (27.27%) Java Developer
2 3 (27.27%) Management Consultant
3 2 (18.18%) Data Analyst
3 2 (18.18%) Data Quality Analyst
3 2 (18.18%) Quality Analyst
4 1 (9.09%) Business Analyst
4 1 (9.09%) Retail Business Analyst
4 1 (9.09%) Senior Consultant
4 1 (9.09%) Senior Technical Consultant
Libraries, Frameworks & Software Standards
1 6 (54.55%) XML
2 4 (36.36%) LAMP
2 4 (36.36%) Web Services
3 3 (27.27%) Spring
4 1 (9.09%) Spring MVC
Miscellaneous
1 4 (36.36%) Client/Server
1 4 (36.36%) CMDB
1 4 (36.36%) Reference Data
2 3 (27.27%) Computer Science
2 3 (27.27%) Mathematics
3 1 (9.09%) Analytical Skills
Operating Systems
1 4 (36.36%) Linux
1 4 (36.36%) Unix
1 4 (36.36%) Windows
1 4 (36.36%) Windows 8
1 4 (36.36%) Windows Server
1 4 (36.36%) Windows XP
Processes & Methodologies
1 7 (63.64%) ETL
2 4 (36.36%) Asset Management
2 4 (36.36%) Data Transformation
2 4 (36.36%) ITIL
2 4 (36.36%) ITSM
2 4 (36.36%) Project Planning
2 4 (36.36%) Service Management
2 4 (36.36%) Workflow
3 3 (27.27%) Agile Software Development
3 3 (27.27%) Continuous Integration
3 3 (27.27%) DevOps
3 3 (27.27%) Information Retrieval
3 3 (27.27%) Line Management
3 3 (27.27%) Machine Learning
3 3 (27.27%) SDLC
3 3 (27.27%) Service Delivery
3 3 (27.27%) Software Asset Management
3 3 (27.27%) TDD
4 2 (18.18%) Data Migration
4 2 (18.18%) Migration
Programming Languages
1 9 (81.82%) SQL
2 4 (36.36%) PHP
3 3 (27.27%) Java
4 2 (18.18%) JavaScript
Qualifications
1 3 (27.27%) Degree
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
System Software
1 4 (36.36%) Active Directory
Systems Management
1 4 (36.36%) SCCM
1 4 (36.36%) Systems Management Server (SMS)
Vendors
1 7 (63.64%) Microsoft
2 4 (36.36%) Altiris
2 4 (36.36%) Citrix
2 4 (36.36%) FrontRange
2 4 (36.36%) Oracle
2 4 (36.36%) PeopleSoft
3 3 (27.27%) hybris
3 3 (27.27%) Talend
4 1 (9.09%) Salesforce.com