Period
to 20 July 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 20 July 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
20 Jul 2018
Same period 2017 Same period 2016
Rank 247 239 258
Rank change year-on-year -8 +19 +8
Permanent jobs citing Data Cleansing 16 12 20
As % of all permanent IT jobs advertised in Hampshire 0.24% 0.20% 0.29%
As % of the Processes & Methodologies category 0.27% 0.23% 0.33%
Number of salaries quoted 14 11 20
Hampshire median annual salary £50,000 £30,000 £35,500
Median salary % change year-on-year +66.67% -15.49% -14.46%
10th Percentile £43,750 £21,250 £32,500
90th Percentile £66,750 £51,250 £47,500
South East median annual salary £49,000 £37,500 £42,500
% change year-on-year +30.67% -11.76% +2.41%

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 6,002 5,280 6,034
As % of all permanent IT jobs advertised in Hampshire 90.53% 88.69% 87.15%
Number of salaries quoted 4,898 4,577 5,280
Hampshire median annual salary £45,000 £42,500 £40,500
Median salary % change year-on-year +5.88% +4.94% -4.71%
10th Percentile £27,500 £26,000 £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
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Data Cleansing in Hampshire over the 6 months to 20 July 2018.

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 6 months to 20 July 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 +10 10 £50,000 +5.26% 1
Southampton - 5 £50,000 -
Farnborough - 1 - -
Data Cleansing
South East

For the 6 months to 20 July 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 10 (62.50%) Data Modelling
1 10 (62.50%) Data Quality
2 9 (56.25%) Data Governance
2 9 (56.25%) Performance Tuning
2 9 (56.25%) Data Architecture
2 9 (56.25%) SC Cleared
2 9 (56.25%) Security Cleared
2 9 (56.25%) Data Extraction
2 9 (56.25%) SAP
3 6 (37.50%) Analytical Skills
4 5 (31.25%) SAP Data Services
4 5 (31.25%) Spreadsheet
4 5 (31.25%) LSMW
4 5 (31.25%) Data Integration
4 5 (31.25%) User Acceptance Testing
4 5 (31.25%) Data Migration
4 5 (31.25%) Data Conversion
4 5 (31.25%) BODI
4 5 (31.25%) Dynamics CRM
4 5 (31.25%) DataStage
4 5 (31.25%) BAPI
4 5 (31.25%) Migration
4 5 (31.25%) ETL
4 5 (31.25%) Microsoft
4 5 (31.25%) BusinessObjects
4 5 (31.25%) Informatica
4 5 (31.25%) ABAP
4 5 (31.25%) Microsoft Excel
4 5 (31.25%) CRM
4 5 (31.25%) Dynamics 365

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 (6.25%) SAS
Applications
1 5 (31.25%) Microsoft Excel
1 5 (31.25%) Spreadsheet
2 1 (6.25%) Stata
Business Applications
1 5 (31.25%) Dynamics CRM
2 4 (25.00%) SAP ERP
Cloud Services
1 5 (31.25%) Dynamics 365
Database & Business Intelligence
1 5 (31.25%) BODI
1 5 (31.25%) BusinessObjects
1 5 (31.25%) DataStage
1 5 (31.25%) SAP Data Services
2 4 (25.00%) Data Mart
2 4 (25.00%) Data Warehouse
2 4 (25.00%) OLAP
2 4 (25.00%) OLAP Cube
2 4 (25.00%) SAP BW
3 1 (6.25%) Big Data
Development Applications
1 5 (31.25%) LSMW
General
1 3 (18.75%) Finance
2 1 (6.25%) Military
Job Titles
1 9 (56.25%) Developer
2 6 (37.50%) SAP Developer
3 5 (31.25%) Consultant
3 5 (31.25%) CRM Consultant
3 5 (31.25%) Dynamics CRM Consultant
4 4 (25.00%) SAP BW Developer
5 3 (18.75%) Data Migration Developer
5 3 (18.75%) Informatica Developer
6 1 (6.25%) Analyst
6 1 (6.25%) Senior Analyst
6 1 (6.25%) Senior Technical Analyst
6 1 (6.25%) Technical Analyst
Libraries, Frameworks & Software Standards
1 5 (31.25%) BAPI
1 5 (31.25%) IDoc
2 1 (6.25%) SciPy
Miscellaneous
1 6 (37.50%) Analytical Skills
2 1 (6.25%) Algorithms
Processes & Methodologies
1 10 (62.50%) Data Modelling
2 9 (56.25%) Data Architecture
2 9 (56.25%) Data Extraction
2 9 (56.25%) Data Governance
2 9 (56.25%) Performance Tuning
3 5 (31.25%) CRM
3 5 (31.25%) Data Conversion
3 5 (31.25%) Data Integration
3 5 (31.25%) Data Migration
3 5 (31.25%) ETL
3 5 (31.25%) Migration
3 5 (31.25%) User Acceptance Testing
4 4 (25.00%) Business Intelligence
4 4 (25.00%) ERP
5 2 (12.50%) Coaching
5 2 (12.50%) Mathematics
6 1 (6.25%) Customer Requirements
6 1 (6.25%) Data Enrichment
6 1 (6.25%) Data Visualisation
6 1 (6.25%) Physics
Programming Languages
1 5 (31.25%) ABAP
2 4 (25.00%) C
2 4 (25.00%) SQL
3 1 (6.25%) Java
3 1 (6.25%) MATLAB
3 1 (6.25%) Python
3 1 (6.25%) R
Qualifications
1 9 (56.25%) SC Cleared
1 9 (56.25%) Security Cleared
2 2 (12.50%) Degree
3 1 (6.25%) Postgraduate
Quality Assurance & Compliance
1 10 (62.50%) Data Quality
Vendors
1 9 (56.25%) SAP
2 5 (31.25%) Informatica
2 5 (31.25%) Microsoft