The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
South East / Hampshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 170 179 178
Rank change year-on-year +9 -1  
Permanent jobs citing Data Cleansing 9 8 9
As % of all permanent IT jobs advertised in Hampshire 0.30% 0.23% 0.24%
As % of the Processes & Methodologies category 0.35% 0.27% 0.28%
Number of salaries quoted 9 8 5
Median salary £29,417 £35,500 £41,500
Median salary % change year-on-year -17.13% -14.45%  
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

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 Hampshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hampshire
Permanent job vacancies with a requirement for process and methodology skills 2566 2974 3212
As % of all permanent IT job vacancies advertised in Hampshire 86.46% 85.80% 86.16%
Number of salaries quoted 2258 2581 2628
Median salary £42,500 £42,500 £45,000
Median salary % change year-on-year - -5.55%  
90% offered a salary of more than £30,000 £28,500 £28,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Cleansing
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire 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 Hampshire

Data Cleansing
Salary Trend in Hampshire

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

Salary trend for Data Cleansing in Hampshire

Data Cleansing
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Data Cleansing in Hampshire over the 3 months to 23 June 2017.

Salary histogram for Data Cleansing in Hampshire

Data Cleansing
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the Hampshire region over the 3 months to 23 June 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
Winchester 0 5 £29,417 -17.13%
Portsmouth -14 2 £48,000 +28.00%
Data Cleansing
South East

For the 6 months to 23 June 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 Hampshire region with a requirement for Data Cleansing.

1 9 (90.00%) Data Quality
2 8 (80.00%) Business Intelligence
3 7 (70.00%) Data Modelling
3 7 (70.00%) SAP
4 6 (60.00%) Data Warehouse
4 6 (60.00%) BusinessObjects
5 5 (50.00%) ETL
5 5 (50.00%) SAP HANA
5 5 (50.00%) Data Integration
5 5 (50.00%) BusinessObjects Business Intelligence
6 4 (40.00%) Tableau
6 4 (40.00%) Analytical Skills
6 4 (40.00%) SQL
7 3 (30.00%) T-SQL
7 3 (30.00%) Windows
7 3 (30.00%) Microsoft Excel
7 3 (30.00%) SQL Server
7 3 (30.00%) Relational Database
7 3 (30.00%) Windows Server
8 2 (20.00%) Power BI
8 2 (20.00%) Data Governance
8 2 (20.00%) Microsoft Power View
8 2 (20.00%) PowerPivot
8 2 (20.00%) Analytics
8 2 (20.00%) SC Cleared
8 2 (20.00%) Security Cleared
8 2 (20.00%) Data Architecture
8 2 (20.00%) Data Migration
8 2 (20.00%) Data Protection
8 2 (20.00%) Data Extraction

Data Cleansing
Co-occurring IT Skills in Hampshire 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 3 (30.00%) Microsoft Excel
2 2 (20.00%) Microsoft Office
3 1 (10.00%) Spreadsheet
Business Applications
1 1 (10.00%) SAP ERP
Database & Business Intelligence
1 6 (60.00%) BusinessObjects
1 6 (60.00%) Data Warehouse
2 5 (50.00%) BusinessObjects Business Intelligence
2 5 (50.00%) SAP HANA
3 3 (30.00%) Relational Database
3 3 (30.00%) SQL Server
4 2 (20.00%) Microsoft Power View
4 2 (20.00%) Power BI
4 2 (20.00%) PowerPivot
5 1 (10.00%) Data Mart
5 1 (10.00%) DataStage
5 1 (10.00%) OLAP
5 1 (10.00%) OLAP Cube
5 1 (10.00%) SAP BW
5 1 (10.00%) SAP Data Services
General
1 1 (10.00%) Finance
1 1 (10.00%) Publishing
Job Titles
1 6 (60.00%) Analyst
2 4 (40.00%) Business Intelligence Analyst
3 2 (20.00%) Data Analyst
3 2 (20.00%) Developer
4 1 (10.00%) Business Intelligence Specialist
4 1 (10.00%) Data Migration Developer
4 1 (10.00%) Data Migration Specialist
4 1 (10.00%) Migration Specialist
4 1 (10.00%) SAP BusinessObjects (BO) Analyst
4 1 (10.00%) SAP BW Developer
4 1 (10.00%) SAP Developer
Libraries, Frameworks & Software Standards
1 1 (10.00%) BAPI
1 1 (10.00%) IDoc
Miscellaneous
1 4 (40.00%) Analytical Skills
2 1 (10.00%) Data Centre
Operating Systems
1 3 (30.00%) Windows
1 3 (30.00%) Windows Server
Processes & Methodologies
1 8 (80.00%) Business Intelligence
2 7 (70.00%) Data Modelling
3 5 (50.00%) Data Integration
3 5 (50.00%) ETL
4 2 (20.00%) Analytics
4 2 (20.00%) Data Architecture
4 2 (20.00%) Data Entry
4 2 (20.00%) Data Extraction
4 2 (20.00%) Data Governance
4 2 (20.00%) Data Migration
4 2 (20.00%) Data Protection
4 2 (20.00%) Mathematics
4 2 (20.00%) Migration
4 2 (20.00%) Statistical Analysis
4 2 (20.00%) Visualisation
5 1 (10.00%) ERP
5 1 (10.00%) Performance Tuning
Programming Languages
1 4 (40.00%) SQL
2 3 (30.00%) T-SQL
3 2 (20.00%) VBA
4 1 (10.00%) ABAP
4 1 (10.00%) C
Qualifications
1 2 (20.00%) SC Cleared
1 2 (20.00%) Security Cleared
Quality Assurance & Compliance
1 9 (90.00%) Data Quality
Vendors
1 7 (70.00%) SAP
2 4 (40.00%) Tableau
3 2 (20.00%) Microsoft