Period
to 15 October 2018

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 6 months to 15 October 2018 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
South East > Hampshire
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 258 218 253
Rank change year-on-year -40 +35 +26
Permanent jobs citing Data Cleansing 10 21 18
As % of all permanent IT jobs advertised in Hampshire 0.15% 0.37% 0.27%
As % of the Processes & Methodologies category 0.17% 0.42% 0.30%
Number of salaries quoted 11 11 16
Hampshire median annual salary £50,000 £35,000 £38,500
Median salary % change year-on-year +42.86% -9.09% -7.23%
10th Percentile £43,750 £21,250 £30,875
90th Percentile £52,500 £51,250 £47,500
South East median annual salary £49,000 £41,500 £42,500
% change year-on-year +18.07% -2.35% +6.25%

Data Cleansing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Permanent vacancies with a requirement for process or methodology skills 6,007 5,044 5,932
As % of all permanent IT jobs advertised in Hampshire 90.55% 88.99% 88.50%
Number of salaries quoted 4,866 4,342 5,173
Hampshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £70,000 £65,000 £61,250
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Data Cleansing
Job Vacancy Trend in Hampshire

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Hampshire.

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
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 6 months to 15 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Portsmouth +6 7 £50,000 +5.26%
Southampton -16 2 £55,000 +15.79% 1
Winchester +1 1 £45,000 +52.98%
Data Cleansing
South East

For the 6 months to 15 October 2018, IT jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Hampshire region with a requirement for Data Cleansing.

1 8 (80.00%) SAP
1 8 (80.00%) Security Cleared
1 8 (80.00%) SC Cleared
1 8 (80.00%) Data Quality
2 7 (70.00%) Data Governance
2 7 (70.00%) Data Architecture
2 7 (70.00%) Data Extraction
2 7 (70.00%) Data Modelling
2 7 (70.00%) Performance Tuning
3 6 (60.00%) Microsoft Excel
4 5 (50.00%) ETL
4 5 (50.00%) BusinessObjects
4 5 (50.00%) Informatica
4 5 (50.00%) ABAP
4 5 (50.00%) DataStage
4 5 (50.00%) BAPI
4 5 (50.00%) Migration
4 5 (50.00%) Data Integration
4 5 (50.00%) User Acceptance Testing
4 5 (50.00%) Data Migration
4 5 (50.00%) Data Conversion
4 5 (50.00%) BODI
4 5 (50.00%) LSMW
4 5 (50.00%) Spreadsheet
4 5 (50.00%) SAP Data Services
4 5 (50.00%) IDoc
5 3 (30.00%) Degree
5 3 (30.00%) Business Intelligence
5 3 (30.00%) SQL
5 3 (30.00%) Analytical Skills

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:

Application Platforms
1 1 (10.00%) SAS
Applications
1 6 (60.00%) Microsoft Excel
2 5 (50.00%) Spreadsheet
3 1 (10.00%) Stata
Business Applications
1 2 (20.00%) SAP ERP
Database & Business Intelligence
1 5 (50.00%) BODI
1 5 (50.00%) BusinessObjects
1 5 (50.00%) DataStage
1 5 (50.00%) SAP Data Services
2 2 (20.00%) Big Data
2 2 (20.00%) Data Mart
2 2 (20.00%) Data Warehouse
2 2 (20.00%) OLAP
2 2 (20.00%) OLAP Cube
2 2 (20.00%) SAP BW
3 1 (10.00%) MS Access
3 1 (10.00%) Relational Database
Development Applications
1 5 (50.00%) LSMW
General
1 1 (10.00%) Electronics
1 1 (10.00%) Finance
1 1 (10.00%) Manufacturing
1 1 (10.00%) Marketing
1 1 (10.00%) Telecoms
Job Titles
1 7 (70.00%) Developer
2 4 (40.00%) SAP Developer
3 3 (30.00%) Data Migration Developer
3 3 (30.00%) Informatica Developer
4 2 (20.00%) SAP BW Developer
5 1 (10.00%) Analyst
5 1 (10.00%) Configuration Analyst
5 1 (10.00%) Data Analyst
5 1 (10.00%) Data Engineer
5 1 (10.00%) Data Science Engineer
5 1 (10.00%) Senior Analyst
5 1 (10.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 5 (50.00%) BAPI
1 5 (50.00%) IDoc
Miscellaneous
1 3 (30.00%) Analytical Skills
2 1 (10.00%) CMDB
2 1 (10.00%) Computer Science
Processes & Methodologies
1 7 (70.00%) Data Architecture
1 7 (70.00%) Data Extraction
1 7 (70.00%) Data Governance
1 7 (70.00%) Data Modelling
1 7 (70.00%) Performance Tuning
2 5 (50.00%) Data Conversion
2 5 (50.00%) Data Integration
2 5 (50.00%) Data Migration
2 5 (50.00%) ETL
2 5 (50.00%) Migration
2 5 (50.00%) User Acceptance Testing
3 3 (30.00%) Business Intelligence
4 2 (20.00%) ERP
5 1 (10.00%) Configuration Management
5 1 (10.00%) ITIL
5 1 (10.00%) Neural Network
5 1 (10.00%) Programme Management
5 1 (10.00%) Service Management
5 1 (10.00%) Software Engineering
5 1 (10.00%) Statistics
Programming Languages
1 5 (50.00%) ABAP
2 3 (30.00%) SQL
3 2 (20.00%) C
4 1 (10.00%) R
4 1 (10.00%) VBA
4 1 (10.00%) VBScript
Qualifications
1 8 (80.00%) SC Cleared
1 8 (80.00%) Security Cleared
2 3 (30.00%) Degree
3 1 (10.00%) DV Cleared
3 1 (10.00%) Postgraduate
Quality Assurance & Compliance
1 8 (80.00%) Data Quality
Vendors
1 8 (80.00%) SAP
2 5 (50.00%) Informatica
3 1 (10.00%) JD Edwards
3 1 (10.00%) Oracle