Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
South East > Hampshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 239 247 270
Rank change year-on-year +8 +23 +10
Permanent jobs citing Data Cleansing 25 18 7
As % of all permanent IT jobs advertised in Hampshire 0.40% 0.26% 0.097%
As % of the Processes & Methodologies category 0.46% 0.30% 0.11%
Number of salaries quoted 13 15 7
Hampshire median annual salary £41,500 £38,500 £41,500
Median salary % change year-on-year +7.79% -7.23% -
10th Percentile £30,350 £29,450 £26,900
90th Percentile £51,250 £47,500 £44,750
South East median annual salary £40,750 £39,500 £35,000
% change year-on-year +3.16% +12.86% -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 5468 5955 6290
As % of all permanent IT jobs advertised in Hampshire 86.59% 87.21% 87.57%
Number of salaries quoted 4703 5104 5295
Hampshire median annual salary £42,500 £41,000 £42,500
Median salary % change year-on-year +3.66% -3.53% +1.19%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £62,500 £62,500
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 19 November 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 6 months to 19 November 2017. 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 0 14 £47,500 +23.38% 1
Winchester -4 3 £32,000 -9.86%
Southampton - 2 £58,750 -
Fleet - 1 £35,000 -
Basingstoke - 1 - -
Data Cleansing
South East

For the 6 months to 19 November 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 19 (76.00%) Business Intelligence
1 19 (76.00%) Data Quality
2 16 (64.00%) SAP
3 15 (60.00%) ETL
3 15 (60.00%) Migration
3 15 (60.00%) Data Migration
4 14 (56.00%) Security Cleared
4 14 (56.00%) BusinessObjects
5 13 (52.00%) Data Integration
5 13 (52.00%) SAP HANA
6 12 (48.00%) SAP Data Services
6 12 (48.00%) BusinessObjects Business Intelligence
7 11 (44.00%) Stakeholder Management
7 11 (44.00%) BODI
8 9 (36.00%) SQL
9 7 (28.00%) Analytical Skills
10 6 (24.00%) Data Modelling
11 5 (20.00%) Data Governance
12 4 (16.00%) Data Warehouse
12 4 (16.00%) SQL Server
12 4 (16.00%) Finance
13 3 (12.00%) Microsoft
13 3 (12.00%) Microsoft Excel
13 3 (12.00%) SC Cleared
13 3 (12.00%) Data Extraction
13 3 (12.00%) Data Architecture
13 3 (12.00%) Data Centre
13 3 (12.00%) Relational Database
13 3 (12.00%) Analytics
14 2 (8.00%) Performance Tuning

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 (4.00%) SAS
Applications
1 3 (12.00%) Microsoft Excel
2 1 (4.00%) Microsoft Office
2 1 (4.00%) Spreadsheet
Business Applications
1 2 (8.00%) SAP ERP
2 1 (4.00%) Dynamics CRM
Cloud Services
1 1 (4.00%) Dynamics 365
Communications & Networking
1 1 (4.00%) SMS
Database & Business Intelligence
1 14 (56.00%) BusinessObjects
2 13 (52.00%) SAP HANA
3 12 (48.00%) BusinessObjects Business Intelligence
3 12 (48.00%) SAP Data Services
4 11 (44.00%) BODI
5 4 (16.00%) Data Warehouse
5 4 (16.00%) SQL Server
6 3 (12.00%) Relational Database
7 2 (8.00%) Data Mart
7 2 (8.00%) OLAP
7 2 (8.00%) OLAP Cube
7 2 (8.00%) RDBMS
7 2 (8.00%) SAP BW
8 1 (4.00%) DataStage
8 1 (4.00%) Microsoft Power View
8 1 (4.00%) Power BI
8 1 (4.00%) PowerPivot
8 1 (4.00%) SQL Server Analysis Services
8 1 (4.00%) SQL Server Integration Services
General
1 4 (16.00%) Finance
2 1 (4.00%) Marketing
Job Titles
1 17 (68.00%) Developer
2 13 (52.00%) SAP Developer
3 11 (44.00%) SAP BusinessObjects (BO) Developer
4 3 (12.00%) Analyst
4 3 (12.00%) Business Intelligence Developer
4 3 (12.00%) Data Analyst
5 2 (8.00%) Business Developer
5 2 (8.00%) Data Engineer
5 2 (8.00%) Data Migration Specialist
5 2 (8.00%) Migration Specialist
5 2 (8.00%) Quality Engineer
5 2 (8.00%) SAP BW Developer
6 1 (4.00%) Analyst Developer
6 1 (4.00%) Analytics Manager
6 1 (4.00%) Business Intelligence Analyst
6 1 (4.00%) Business Intelligence Data Analyst
6 1 (4.00%) CRM Consultant
6 1 (4.00%) Data Migration Developer
6 1 (4.00%) Developer Analyst
6 1 (4.00%) Insight Manager
Libraries, Frameworks & Software Standards
1 1 (4.00%) .NET
1 1 (4.00%) BAPI
1 1 (4.00%) IDoc
Miscellaneous
1 7 (28.00%) Analytical Skills
2 3 (12.00%) Data Centre
3 2 (8.00%) Data Structures
Operating Systems
1 1 (4.00%) Windows
1 1 (4.00%) Windows Server
Processes & Methodologies
1 19 (76.00%) Business Intelligence
2 15 (60.00%) Data Migration
2 15 (60.00%) ETL
2 15 (60.00%) Migration
3 13 (52.00%) Data Integration
4 11 (44.00%) Stakeholder Management
5 6 (24.00%) Data Modelling
6 5 (20.00%) Data Governance
7 3 (12.00%) Analytics
7 3 (12.00%) Data Architecture
7 3 (12.00%) Data Extraction
8 2 (8.00%) Agile Software Development
8 2 (8.00%) CRM
8 2 (8.00%) ERP
8 2 (8.00%) Performance Tuning
8 2 (8.00%) Visualisation
9 1 (4.00%) Coaching
9 1 (4.00%) Customer Insight
9 1 (4.00%) Data Visualisation
9 1 (4.00%) Performance Analysis
Programming Languages
1 9 (36.00%) SQL
2 2 (8.00%) C
2 2 (8.00%) PL/SQL
2 2 (8.00%) VBA
3 1 (4.00%) ABAP
3 1 (4.00%) R
3 1 (4.00%) T-SQL
Qualifications
1 14 (56.00%) Security Cleared
2 3 (12.00%) SC Cleared
Quality Assurance & Compliance
1 19 (76.00%) Data Quality
2 1 (4.00%) QA
Vendors
1 16 (64.00%) SAP
2 3 (12.00%) Microsoft
3 2 (8.00%) Oracle
3 2 (8.00%) Tableau