The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
South West / Bristol
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 141 101 132
Rank change year-on-year -40 +31  
Permanent jobs citing Data Cleansing 4 16 2
As % of all permanent IT jobs advertised in Bristol 0.21% 1.00% 0.10%
As % of the Processes & Methodologies category 0.24% 1.10% 0.12%
Number of salaries quoted 4 16 2
Median salary £35,750 £37,500 £36,250
Median salary % change year-on-year -4.66% +3.44%  
90% offered a salary of more than £28,300 £37,500 £27,250
10% offered a salary of more than £44,250 £60,625 £45,250
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

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 Bristol with a requirement for process and methodology skills.

Process & Methodology Skills
Bristol
Permanent job vacancies with a requirement for process and methodology skills 1684 1448 1721
As % of all permanent IT job vacancies advertised in Bristol 90.29% 90.67% 88.99%
Number of salaries quoted 1403 1247 1482
Median salary £45,000 £42,500 £42,000
Median salary % change year-on-year +5.88% +1.19%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £68,500 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Cleansing
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Data Cleansing as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing in Bristol

Data Cleansing
Salary Trend in Bristol

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

Salary trend for Data Cleansing in Bristol

Data Cleansing
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Cleansing in Bristol over the 3 months to 27 June 2017.

Salary histogram for Data Cleansing in Bristol

For the 6 months to 27 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 Bristol region with a requirement for Data Cleansing.

1 3 (50.00%) Microsoft
2 2 (33.33%) Microsoft Office
2 2 (33.33%) Time Management
2 2 (33.33%) Stakeholder Management
2 2 (33.33%) SQL
2 2 (33.33%) VBA
2 2 (33.33%) Microsoft Excel
3 1 (16.67%) E-Commerce
3 1 (16.67%) Data Modelling
3 1 (16.67%) SAS
3 1 (16.67%) Business Intelligence
3 1 (16.67%) IBM
3 1 (16.67%) Crystal Reports
3 1 (16.67%) Java
3 1 (16.67%) PHP
3 1 (16.67%) Retail
3 1 (16.67%) Google
3 1 (16.67%) Marketing
3 1 (16.67%) Apache Flex
3 1 (16.67%) QlikView
3 1 (16.67%) Analytics
3 1 (16.67%) Performance Monitoring
3 1 (16.67%) Line Management
3 1 (16.67%) Tag Management
3 1 (16.67%) SPSS Modeler
3 1 (16.67%) Oracle BI EE
3 1 (16.67%) SC Cleared
3 1 (16.67%) Security Cleared
3 1 (16.67%) CSS
3 1 (16.67%) BusinessObjects

Data Cleansing
Co-occurring IT Skills in Bristol 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 (16.67%) SAS
Applications
1 2 (33.33%) Microsoft Excel
1 2 (33.33%) Microsoft Office
2 1 (16.67%) SPSS
2 1 (16.67%) SPSS Modeler
Database & Business Intelligence
1 1 (16.67%) BusinessObjects
1 1 (16.67%) Crystal Reports
1 1 (16.67%) Oracle BI EE
1 1 (16.67%) QlikView
General
1 1 (16.67%) Marketing
1 1 (16.67%) Retail
Job Titles
1 3 (50.00%) Analyst
2 2 (33.33%) Insight Analyst
2 2 (33.33%) MI Manager
3 1 (16.67%) Business Intelligence Analyst
3 1 (16.67%) Digital Executive
Libraries, Frameworks & Software Standards
1 1 (16.67%) Apache Flex
1 1 (16.67%) CSS
Processes & Methodologies
1 2 (33.33%) Stakeholder Management
1 2 (33.33%) Time Management
2 1 (16.67%) Analytics
2 1 (16.67%) Business Intelligence
2 1 (16.67%) Data Modelling
2 1 (16.67%) E-Commerce
2 1 (16.67%) Line Management
2 1 (16.67%) Performance Monitoring
2 1 (16.67%) Tag Management
Programming Languages
1 2 (33.33%) SQL
1 2 (33.33%) VBA
2 1 (16.67%) Java
2 1 (16.67%) PHP
Qualifications
1 1 (16.67%) SC Cleared
1 1 (16.67%) Security Cleared
Vendors
1 3 (50.00%) Microsoft
2 1 (16.67%) Google
2 1 (16.67%) IBM