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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
South West / Bristol
Rank 129 127 -
Rank change year-on-year -2 -  
Permanent jobs citing Data Cleansing 2 8 0
As % of all permanent IT jobs advertised in Bristol 0.11% 0.44% -
As % of the Processes & Methodologies category 0.12% 0.48% -
Number of salaries quoted 2 5 0
Median salary £35,000 £41,000 -
Median salary % change year-on-year -14.63% -  
UK excluding London median salary £43,761 £41,500 £40,000
% change year-on-year +5.44% +3.75%  

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 1649 1653 1644
As % of all permanent IT job vacancies advertised in Bristol 91.00% 89.89% 85.71%
Number of salaries quoted 1359 1443 1378
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.17%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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
Top 23 Related IT Skills in Bristol

For the 6 months to 23 March 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 6 (85.71%) VBA
2 3 (42.86%) MS Office
2 3 (42.86%) CSS
2 3 (42.86%) MS Excel
2 3 (42.86%) SAS
2 3 (42.86%) IBM
2 3 (42.86%) Microsoft
2 3 (42.86%) BusinessObjects
2 3 (42.86%) SPSS
2 3 (42.86%) Stakeholder Management
2 3 (42.86%) Apache Flex
2 3 (42.86%) Time Management
2 3 (42.86%) Oracle BI EE
2 3 (42.86%) Java
2 3 (42.86%) PHP
2 3 (42.86%) SQL
2 3 (42.86%) Line Management
2 3 (42.86%) SPSS Modeler
3 1 (14.29%) Statistical Analysis
3 1 (14.29%) Marketing
3 1 (14.29%) Salesforce.com
3 1 (14.29%) Marketing Automation
3 1 (14.29%) Pardot

Data Cleansing
Top Related 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 3 (42.86%) SAS
Applications
1 3 (42.86%) MS Excel
1 3 (42.86%) MS Office
1 3 (42.86%) SPSS
1 3 (42.86%) SPSS Modeler
Database & Business Intelligence
1 3 (42.86%) BusinessObjects
1 3 (42.86%) Oracle BI EE
General
1 1 (14.29%) Marketing
Job Titles
1 3 (42.86%) Analyst
1 3 (42.86%) Insight Analyst
2 2 (28.57%) Data Analyst
2 2 (28.57%) Data Insight Analyst
2 2 (28.57%) Insight Data Analyst
2 2 (28.57%) MI Manager
3 1 (14.29%) Salesforce Specialist
Libraries, Frameworks & Software Standards
1 3 (42.86%) Apache Flex
1 3 (42.86%) CSS
Processes & Methodologies
1 3 (42.86%) Line Management
1 3 (42.86%) Stakeholder Management
1 3 (42.86%) Time Management
2 1 (14.29%) Marketing Automation
2 1 (14.29%) Statistical Analysis
Programming Languages
1 6 (85.71%) VBA
2 3 (42.86%) Java
2 3 (42.86%) PHP
2 3 (42.86%) SQL
Vendors
1 3 (42.86%) IBM
1 3 (42.86%) Microsoft
2 1 (14.29%) Pardot
2 1 (14.29%) Salesforce.com