The following table provides summary statistics for permanent job vacancies advertised in the South West 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 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England > South West
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 226 210 251
Rank change year-on-year -16 +41  
Permanent jobs citing Data Cleansing 8 22 3
As % of all permanent IT jobs advertised in the South West 0.15% 0.42% 0.050%
As % of the Processes & Methodologies category 0.17% 0.48% 0.057%
Number of salaries quoted 5 21 2
South West median annual salary £42,500 £42,500 £36,250
Median salary % change year-on-year - +17.24%  
10th Percentile £27,300 £33,750 £26,875
90th Percentile £44,500 £47,500 £48,625
England median annual salary £49,250 £42,655 £46,250
% change year-on-year +15.46% -7.77%  

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 4773 4604 5257
As % of all permanent IT job vacancies advertised in the South West 90.36% 88.23% 86.89%
Number of salaries quoted 16676 16085 16258
South West median annual salary £43,000 £42,500 £40,000
Median salary % change year-on-year +1.17% +6.25%  
10th Percentile £27,500 £28,250 £26,250
90th Percentile £66,250 £65,000 £67,500
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% -  

Data Cleansing
Job Vacancy Trend in the South West

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Data Cleansing in the South West

Data Cleansing
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Cleansing in the South West.

Salary trend for Data Cleansing in the South West

Data Cleansing
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Cleansing in the South West over the 3 months to 29 June 2017.

Salary histogram for Data Cleansing in the South West

Data Cleansing
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the South West region over the 3 months to 29 June 2017. 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 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
Somerset -6 4 £42,500 -3.02%
Bristol -30 4 £35,750 -4.66%
Data Cleansing
England

For the 6 months to 29 June 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 South West region with a requirement for Data Cleansing.

1 7 (63.64%) Microsoft
2 5 (45.45%) Microsoft Office
2 5 (45.45%) Microsoft Excel
3 4 (36.36%) ERP
3 4 (36.36%) Stakeholder Management
3 4 (36.36%) Dynamics AX
4 3 (27.27%) Degree
4 3 (27.27%) Data Analysis
4 3 (27.27%) Logistics
4 3 (27.27%) Management Information System
4 3 (27.27%) Finance
4 3 (27.27%) Manufacturing
4 3 (27.27%) System Testing
4 3 (27.27%) Data Conversion
4 3 (27.27%) Data Quality
5 2 (18.18%) Time Management
5 2 (18.18%) User Acceptance Testing
5 2 (18.18%) Virtual Team Management
5 2 (18.18%) Virtual Team
5 2 (18.18%) Migration
5 2 (18.18%) SQL
5 2 (18.18%) VBA
6 1 (9.09%) Crystal Reports
6 1 (9.09%) Java
6 1 (9.09%) PHP
6 1 (9.09%) E-Commerce
6 1 (9.09%) CSS
6 1 (9.09%) BusinessObjects
6 1 (9.09%) SPSS
6 1 (9.09%) Data Modelling

Data Cleansing
Co-occurring IT Skills in the South West 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 (9.09%) SAS
Applications
1 5 (45.45%) Microsoft Excel
1 5 (45.45%) Microsoft Office
2 1 (9.09%) SPSS
2 1 (9.09%) SPSS Modeler
Business Applications
1 4 (36.36%) Dynamics AX
Database & Business Intelligence
1 1 (9.09%) BusinessObjects
1 1 (9.09%) Crystal Reports
1 1 (9.09%) Oracle BI EE
1 1 (9.09%) QlikView
General
1 3 (27.27%) Finance
1 3 (27.27%) Manufacturing
2 1 (9.09%) Marketing
2 1 (9.09%) Retail
Job Titles
1 6 (54.55%) Analyst
2 3 (27.27%) Systems Analyst
3 2 (18.18%) Insight Analyst
3 2 (18.18%) IT Manager
3 2 (18.18%) IT Project Manager
3 2 (18.18%) MI Manager
3 2 (18.18%) Project Manager
4 1 (9.09%) Business Intelligence Analyst
4 1 (9.09%) Digital Executive
4 1 (9.09%) Dynamics AX Project Manager
4 1 (9.09%) ERP Manager
4 1 (9.09%) ERP Project Manager
Libraries, Frameworks & Software Standards
1 1 (9.09%) Apache Flex
1 1 (9.09%) CSS
Miscellaneous
1 3 (27.27%) Management Information System
2 2 (18.18%) Virtual Team
Processes & Methodologies
1 4 (36.36%) ERP
1 4 (36.36%) Stakeholder Management
2 3 (27.27%) Data Analysis
2 3 (27.27%) Data Conversion
2 3 (27.27%) Logistics
2 3 (27.27%) System Testing
3 2 (18.18%) Migration
3 2 (18.18%) Time Management
3 2 (18.18%) User Acceptance Testing
3 2 (18.18%) Virtual Team Management
4 1 (9.09%) Analytics
4 1 (9.09%) Business Intelligence
4 1 (9.09%) Data Modelling
4 1 (9.09%) E-Commerce
4 1 (9.09%) Line Management
4 1 (9.09%) Performance Monitoring
4 1 (9.09%) Tag Management
Programming Languages
1 2 (18.18%) SQL
1 2 (18.18%) VBA
2 1 (9.09%) Java
2 1 (9.09%) PHP
Qualifications
1 3 (27.27%) Degree
2 1 (9.09%) SC Cleared
2 1 (9.09%) Security Cleared
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
Vendors
1 7 (63.64%) Microsoft
2 1 (9.09%) Google
2 1 (9.09%) IBM