Period
to 25 April 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 25 April 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
25 Apr 2018
Same period 2017 Same period 2016
Rank 257 232 257
Rank change year-on-year -25 +25 +26
Permanent jobs citing Data Cleansing 18 8 13
As % of all permanent IT jobs advertised in Hampshire 0.25% 0.13% 0.19%
As % of the Processes & Methodologies category 0.28% 0.15% 0.22%
Number of salaries quoted 15 7 13
Hampshire median annual salary £47,500 £30,000 £35,500
Median salary % change year-on-year +58.33% -15.49% -14.46%
10th Percentile £36,900 £26,100 £32,500
90th Percentile £72,500 £33,450 £51,750
South East median annual salary £42,500 £36,500 £41,500
% change year-on-year +16.44% -12.05% -7.78%

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 6,419 5,340 5,800
As % of all permanent IT jobs advertised in Hampshire 89.18% 88.38% 86.53%
Number of salaries quoted 5,371 4,512 5,095
Hampshire median annual salary £42,500 £42,500 £42,500
10th Percentile £26,750 £26,250 £25,750
90th Percentile £65,000 £63,750 £63,750
South East median annual salary £45,000 £45,000 £45,000

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 25 April 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 25 April 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
Southampton - 7 £52,500 -
Portsmouth - 6 £47,500 - 1
Farnborough - 2 - -
Winchester -16 1 £25,000 -15.01%
Fleet - 1 £35,000 -
Data Cleansing
South East

For the 6 months to 25 April 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 (44.44%) Data Quality
1 8 (44.44%) Analytical Skills
2 7 (38.89%) Dynamics 365
2 7 (38.89%) Dynamics CRM
2 7 (38.89%) CRM
2 7 (38.89%) Data Modelling
2 7 (38.89%) Microsoft
3 6 (33.33%) Business Intelligence
3 6 (33.33%) SQL
4 5 (27.78%) SAP
4 5 (27.78%) Data Governance
4 5 (27.78%) Security Cleared
5 4 (22.22%) Data Architecture
5 4 (22.22%) Data Extraction
5 4 (22.22%) SC Cleared
5 4 (22.22%) SAP ERP
5 4 (22.22%) Data Mart
5 4 (22.22%) SAP BW
5 4 (22.22%) Finance
5 4 (22.22%) C
5 4 (22.22%) Data Warehouse
5 4 (22.22%) OLAP
5 4 (22.22%) ERP
5 4 (22.22%) OLAP Cube
5 4 (22.22%) Performance Tuning
5 4 (22.22%) Coaching
6 3 (16.67%) Algorithms
6 3 (16.67%) Python
6 3 (16.67%) Agile Software Development
6 3 (16.67%) Physics

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:

Business Applications
1 7 (38.89%) Dynamics CRM
2 4 (22.22%) SAP ERP
Cloud Services
1 7 (38.89%) Dynamics 365
Database & Business Intelligence
1 4 (22.22%) Data Mart
1 4 (22.22%) Data Warehouse
1 4 (22.22%) OLAP
1 4 (22.22%) OLAP Cube
1 4 (22.22%) SAP BW
2 1 (5.56%) BODI
2 1 (5.56%) BusinessObjects
2 1 (5.56%) BusinessObjects Business Intelligence
2 1 (5.56%) DTS
2 1 (5.56%) RDBMS
2 1 (5.56%) Relational Database
2 1 (5.56%) SAP Data Services
2 1 (5.56%) SAP HANA
2 1 (5.56%) SQL Server
General
1 4 (22.22%) Finance
2 2 (11.11%) Military
3 1 (5.56%) Manufacturing
Job Titles
1 7 (38.89%) Consultant
1 7 (38.89%) CRM Consultant
2 5 (27.78%) Developer
2 5 (27.78%) Dynamics CRM Consultant
2 5 (27.78%) SAP Developer
3 4 (22.22%) Analyst
3 4 (22.22%) SAP BW Developer
4 2 (11.11%) Data Analyst
4 2 (11.11%) Senior Analyst
4 2 (11.11%) Senior Consultant
4 2 (11.11%) Senior Technical Analyst
4 2 (11.11%) Technical Analyst
5 1 (5.56%) Data Engineer
5 1 (5.56%) Data Scientist
5 1 (5.56%) Junior
5 1 (5.56%) Junior Analyst
5 1 (5.56%) Junior Data Analyst
5 1 (5.56%) Quality Engineer
5 1 (5.56%) Research Scientist
5 1 (5.56%) SAP BusinessObjects (BO) Developer
Libraries, Frameworks & Software Standards
1 2 (11.11%) SciPy
Miscellaneous
1 8 (44.44%) Analytical Skills
2 3 (16.67%) Algorithms
3 1 (5.56%) Computer Science
3 1 (5.56%) Data Centre
3 1 (5.56%) Data Structures
Processes & Methodologies
1 7 (38.89%) CRM
1 7 (38.89%) Data Modelling
2 6 (33.33%) Business Intelligence
3 5 (27.78%) Data Governance
4 4 (22.22%) Coaching
4 4 (22.22%) Data Architecture
4 4 (22.22%) Data Extraction
4 4 (22.22%) ERP
4 4 (22.22%) Performance Tuning
5 3 (16.67%) Agile Software Development
5 3 (16.67%) Data Management
5 3 (16.67%) Physics
6 2 (11.11%) Analytics
6 2 (11.11%) Customer Requirements
6 2 (11.11%) Data Analysis
6 2 (11.11%) Data Enrichment
6 2 (11.11%) Mathematics
6 2 (11.11%) Scrum
6 2 (11.11%) Validation
6 2 (11.11%) Visualisation
Programming Languages
1 6 (33.33%) SQL
2 4 (22.22%) C
3 3 (16.67%) Python
4 2 (11.11%) Java
4 2 (11.11%) MATLAB
5 1 (5.56%) PL/SQL
5 1 (5.56%) R
Qualifications
1 5 (27.78%) Security Cleared
2 4 (22.22%) SC Cleared
3 2 (11.11%) Degree
4 1 (5.56%) PhD
Quality Assurance & Compliance
1 8 (44.44%) Data Quality
Vendors
1 7 (38.89%) Microsoft
2 5 (27.78%) SAP
3 1 (5.56%) Oracle