The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Hampshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 168 186 185
Rank change year-on-year
+18 -1
Permanent jobs citing Data Cleansing 8 2 10
As % of all permanent IT jobs located in Hampshire 0.25% 0.058% 0.26%
As % of the Processes & Methodologies category 0.30% 0.068% 0.31%
Number of salaries quoted 5 2 10
Median salary £31,500 £48,750 £41,500
Median salary % change year-on-year
-35.38% +17.46%
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
Data Cleansing
South East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Hampshire region.

Processes & Methodologies Category
Hampshire
Permanent IT job ads with a match in the
Processes & Methodologies category
2708 2938 3244
As % of all permanent IT jobs located in Hampshire 85.61% 85.93% 83.57%
Number of salaries quoted 2275 2538 2785
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,000 £30,000 £29,100
10% offered a salary of more than £65,000 £62,500 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in Hampshire

The demand trend of job ads across the Hampshire region citing Data Cleansing as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend 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 across the Hampshire region.

Data Cleansing Salary Trend 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 3 months to 3 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Fareham - 1 - -
Data Cleansing
South East

Data Cleansing
Top 30 Related IT Skills in Hampshire

For the 6 months to 3 December 2016, 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 13 (65.00%) Business Intelligence
2 11 (55.00%) Finance
3 7 (35.00%) SAP
3 7 (35.00%) BusinessObjects Business Intelligence
4 6 (30.00%) MS Excel
4 6 (30.00%) Data Management
5 5 (25.00%) SQL Server Reporting Services
5 5 (25.00%) Legal
5 5 (25.00%) SQL Server Integration Services
5 5 (25.00%) Degree
5 5 (25.00%) ETL
5 5 (25.00%) SQL
5 5 (25.00%) SQL Server
5 5 (25.00%) BusinessObjects
5 5 (25.00%) Data Transformation
6 4 (20.00%) Data Quality
6 4 (20.00%) SAP HANA
6 4 (20.00%) Analytical Skills
6 4 (20.00%) Data Integration
6 4 (20.00%) Data Migration
6 4 (20.00%) Salesforce.com
6 4 (20.00%) Microsoft
6 4 (20.00%) Data Warehouse
6 4 (20.00%) Data Modelling
6 4 (20.00%) Migration
7 3 (15.00%) SAP CO
7 3 (15.00%) Data Analysis
7 3 (15.00%) SAP FI/CO
7 3 (15.00%) SAP MDM
7 3 (15.00%) PLM

Data Cleansing
Top Related 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 2 (10.00%) SAS
Applications
1 6 (30.00%) MS Excel
2 3 (15.00%) MS Office
3 2 (10.00%) MS PowerPoint
4 1 (5.00%) Stata
Business Applications
1 3 (15.00%) OpenText VIM for SAP
1 3 (15.00%) SAP CO
1 3 (15.00%) SAP FI
1 3 (15.00%) SAP FI/CO
1 3 (15.00%) SAP MDM
1 3 (15.00%) SAP MM
1 3 (15.00%) SAP SD
2 2 (10.00%) Oracle Internet Expenses
2 2 (10.00%) Oracle Procure-to-Pay
3 1 (5.00%) Dynamics GP
Database & Business Intelligence
1 7 (35.00%) BusinessObjects Business Intelligence
2 5 (25.00%) BusinessObjects
2 5 (25.00%) SQL Server
2 5 (25.00%) SQL Server Integration Services
2 5 (25.00%) SQL Server Reporting Services
3 4 (20.00%) Data Warehouse
3 4 (20.00%) SAP HANA
4 3 (15.00%) SAP BW
5 1 (5.00%) Big Data
5 1 (5.00%) Data Mining
5 1 (5.00%) MS Access
5 1 (5.00%) QlikView
General
1 11 (55.00%) Finance
2 5 (25.00%) Legal
3 2 (10.00%) Telecoms
4 1 (5.00%) Marketing
Job Titles
1 12 (60.00%) Analyst
2 5 (25.00%) Business Intelligence Analyst
2 5 (25.00%) Business Intelligence Developer
2 5 (25.00%) Developer
2 5 (25.00%) SQL BI Developer
2 5 (25.00%) SQL Developer
2 5 (25.00%) SSIS Developer
2 5 (25.00%) SSRS Developer
3 4 (20.00%) Administrator
3 4 (20.00%) SAP BusinessObjects (BO) Analyst
4 3 (15.00%) Data Administrator
4 3 (15.00%) Data Analyst
4 3 (15.00%) Master Data Administrator
4 3 (15.00%) Master Data Analyst
4 3 (15.00%) SAP Administrator
4 3 (15.00%) SAP Analyst
4 3 (15.00%) SAP Data Analyst
4 3 (15.00%) SAP Master Data Analyst
4 3 (15.00%) SAP MDM Analyst
5 2 (10.00%) Procurement Analyst
Libraries, Frameworks & Software Standards
1 1 (5.00%) COM
1 1 (5.00%) Middleware
Miscellaneous
1 4 (20.00%) Analytical Skills
1 4 (20.00%) Data Integration
2 3 (15.00%) Management Information System
3 1 (5.00%) Computer Science
3 1 (5.00%) Economics
3 1 (5.00%) Mathematics
3 1 (5.00%) Statistics
Processes & Methodologies
1 13 (65.00%) Business Intelligence
2 6 (30.00%) Data Management
3 5 (25.00%) Data Transformation
3 5 (25.00%) ETL
4 4 (20.00%) Data Migration
4 4 (20.00%) Data Modelling
4 4 (20.00%) Migration
5 3 (15.00%) Analytics
5 3 (15.00%) Data Analysis
5 3 (15.00%) Data Governance
5 3 (15.00%) PLM
6 2 (10.00%) Procure-to-Pay
7 1 (5.00%) CRM
7 1 (5.00%) Project Management
7 1 (5.00%) System Testing
7 1 (5.00%) Time Series Analysis
7 1 (5.00%) Validation
Programming Languages
1 5 (25.00%) SQL
2 1 (5.00%) R
Qualifications
1 5 (25.00%) Degree
2 1 (5.00%) Postgraduate
Quality Assurance & Compliance
1 4 (20.00%) Data Quality
Vendors
1 7 (35.00%) SAP
2 4 (20.00%) Microsoft
2 4 (20.00%) Salesforce.com
3 3 (15.00%) Google
4 2 (10.00%) JD Edwards
4 2 (10.00%) Oracle