Period
to 18 January 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 18 January 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
18 Jan 2018
Same period 2017 Same period 2016
Rank 238 247 263
Rank change year-on-year +9 +16 +2
Permanent jobs citing Data Cleansing 24 11 6
As % of all permanent IT jobs advertised in Hampshire 0.35% 0.18% 0.086%
As % of the Processes & Methodologies category 0.40% 0.20% 0.099%
Number of salaries quoted 12 8 6
Hampshire median annual salary £41,500 £31,500 £39,750
Median salary % change year-on-year +31.75% -20.75% -4.22%
10th Percentile £29,925 £27,675 £25,625
90th Percentile £71,250 £40,400 £52,500
South East median annual salary £37,500 £38,000 £35,000
% change year-on-year -1.32% +8.57% -15.66%

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 5,985 5,453 6,046
As % of all permanent IT jobs advertised in Hampshire 86.79% 86.96% 87.04%
Number of salaries quoted 5,085 4,609 5,250
Hampshire median annual salary £42,500 £42,500 £42,500
10th Percentile £26,250 £26,250 £26,250
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 18 January 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 18 January 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 +4 11 £47,500 +23.38%
Southampton - 4 £60,000 -
Winchester - 3 £32,000 -
Farnborough - 1 - -
Fleet - 1 £35,000 -
Basingstoke - 1 - -
Data Cleansing
South East

For the 6 months to 18 January 2018, 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 16 (66.67%) Business Intelligence
1 16 (66.67%) Data Quality
2 13 (54.17%) ETL
2 13 (54.17%) SAP
3 12 (50.00%) BusinessObjects
3 12 (50.00%) Migration
3 12 (50.00%) SAP HANA
3 12 (50.00%) Data Migration
3 12 (50.00%) Data Integration
4 11 (45.83%) Security Cleared
4 11 (45.83%) BusinessObjects Business Intelligence
5 10 (41.67%) Stakeholder Management
5 10 (41.67%) BODI
5 10 (41.67%) SAP Data Services
6 6 (25.00%) Analytical Skills
6 6 (25.00%) SQL
7 5 (20.83%) Data Modelling
8 4 (16.67%) SQL Server
9 3 (12.50%) CRM
9 3 (12.50%) Data Warehouse
9 3 (12.50%) Agile Software Development
9 3 (12.50%) Finance
9 3 (12.50%) Microsoft
9 3 (12.50%) Analytics
9 3 (12.50%) Relational Database
9 3 (12.50%) Data Governance
10 2 (8.33%) Coaching
10 2 (8.33%) Data Structures
10 2 (8.33%) Algorithms
10 2 (8.33%) Data Centre

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 (4.17%) SAS
Applications
1 1 (4.17%) Microsoft Excel
Business Applications
1 2 (8.33%) Dynamics CRM
2 1 (4.17%) SAP ERP
Cloud Services
1 2 (8.33%) Dynamics 365
Communications & Networking
1 1 (4.17%) SMS
Database & Business Intelligence
1 12 (50.00%) BusinessObjects
1 12 (50.00%) SAP HANA
2 11 (45.83%) BusinessObjects Business Intelligence
3 10 (41.67%) BODI
3 10 (41.67%) SAP Data Services
4 4 (16.67%) SQL Server
5 3 (12.50%) Data Warehouse
5 3 (12.50%) Relational Database
6 2 (8.33%) RDBMS
7 1 (4.17%) Data Mart
7 1 (4.17%) DTS
7 1 (4.17%) OLAP
7 1 (4.17%) OLAP Cube
7 1 (4.17%) SAP BW
7 1 (4.17%) SQL Server Analysis Services
7 1 (4.17%) SQL Server Integration Services
General
1 3 (12.50%) Finance
2 1 (4.17%) Manufacturing
2 1 (4.17%) Marketing
2 1 (4.17%) Military
Job Titles
1 14 (58.33%) Developer
2 11 (45.83%) SAP Developer
3 10 (41.67%) SAP BusinessObjects (BO) Developer
4 4 (16.67%) Analyst
5 3 (12.50%) Business Intelligence Developer
5 3 (12.50%) Data Analyst
6 2 (8.33%) Business Developer
6 2 (8.33%) Consultant
6 2 (8.33%) CRM Consultant
6 2 (8.33%) Data Engineer
6 2 (8.33%) Quality Engineer
6 2 (8.33%) Senior Consultant
7 1 (4.17%) Analyst Developer
7 1 (4.17%) Analytics Manager
7 1 (4.17%) Data Migration Specialist
7 1 (4.17%) Developer Analyst
7 1 (4.17%) Junior
7 1 (4.17%) Senior Analyst
7 1 (4.17%) Senior Technical Analyst
7 1 (4.17%) Technical Analyst
Libraries, Frameworks & Software Standards
1 1 (4.17%) .NET
1 1 (4.17%) SciPy
Miscellaneous
1 6 (25.00%) Analytical Skills
2 2 (8.33%) Algorithms
2 2 (8.33%) Data Centre
2 2 (8.33%) Data Structures
3 1 (4.17%) Computer Science
Operating Systems
1 1 (4.17%) Windows
1 1 (4.17%) Windows Server
Processes & Methodologies
1 16 (66.67%) Business Intelligence
2 13 (54.17%) ETL
3 12 (50.00%) Data Integration
3 12 (50.00%) Data Migration
3 12 (50.00%) Migration
4 10 (41.67%) Stakeholder Management
5 5 (20.83%) Data Modelling
6 3 (12.50%) Agile Software Development
6 3 (12.50%) Analytics
6 3 (12.50%) CRM
6 3 (12.50%) Data Governance
7 2 (8.33%) Coaching
7 2 (8.33%) Data Management
7 2 (8.33%) Data Visualisation
7 2 (8.33%) Physics
7 2 (8.33%) Visualisation
8 1 (4.17%) Data Analysis
8 1 (4.17%) Mathematics
8 1 (4.17%) Operations Research
8 1 (4.17%) Scrum
Programming Languages
1 6 (25.00%) SQL
2 2 (8.33%) PL/SQL
2 2 (8.33%) Python
2 2 (8.33%) R
3 1 (4.17%) C
3 1 (4.17%) Java
3 1 (4.17%) MATLAB
3 1 (4.17%) T-SQL
3 1 (4.17%) VBA
Qualifications
1 11 (45.83%) Security Cleared
2 1 (4.17%) Degree
2 1 (4.17%) PhD
2 1 (4.17%) SC Cleared
Quality Assurance & Compliance
1 16 (66.67%) Data Quality
2 1 (4.17%) QA
Vendors
1 13 (54.17%) SAP
2 3 (12.50%) Microsoft
3 2 (8.33%) Oracle
3 2 (8.33%) Tableau