The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 114 128 129
Rank change year-on-year
+14 +1
Permanent jobs citing Data Cleansing 5 9 2
As % of all permanent IT jobs located in Bristol 0.32% 0.48% 0.100%
As % of the Processes & Methodologies category 0.35% 0.53% 0.12%
Number of salaries quoted 5 9 1
Median salary £40,000 £35,000 £37,500
Median salary % change year-on-year
+14.28% -6.66%
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
Data Cleansing
South West

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

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1434 1696 1733
As % of all permanent IT jobs located in Bristol 92.28% 90.45% 86.22%
Number of salaries quoted 1165 1482 1387
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £72,500 £70,000 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol 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 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 across the Bristol region.

Data Cleansing Salary Trend in Bristol

Data Cleansing
Top 30 Related IT Skills in Bristol

For the 6 months to 11 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 Bristol region with a requirement for Data Cleansing.

1 9 (64.29%) SQL
2 6 (42.86%) ASP.NET
2 6 (42.86%) C#
2 6 (42.86%) .NET
2 6 (42.86%) SQL Server
2 6 (42.86%) TDD
2 6 (42.86%) Server Monitoring
3 4 (28.57%) Performance Improvement
3 4 (28.57%) Mentoring
3 4 (28.57%) VBA
3 4 (28.57%) PowerShell
3 4 (28.57%) SQL Server Reporting Services
3 4 (28.57%) IIS
3 4 (28.57%) SAS
3 4 (28.57%) Internet
3 4 (28.57%) SPSS
3 4 (28.57%) Stakeholder Management
4 3 (21.43%) Microsoft
5 2 (14.29%) BusinessObjects
5 2 (14.29%) PMI
5 2 (14.29%) PMI Certification
5 2 (14.29%) Agile Software Development
5 2 (14.29%) MVC
5 2 (14.29%) Risk Management
5 2 (14.29%) IBM
5 2 (14.29%) T-SQL
5 2 (14.29%) CSS
5 2 (14.29%) MS Excel
5 2 (14.29%) MS Office
5 2 (14.29%) Java

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 4 (28.57%) IIS
1 4 (28.57%) SAS
Applications
1 4 (28.57%) SPSS
2 2 (14.29%) MS Excel
2 2 (14.29%) MS Office
Business Applications
1 1 (7.14%) Dynamics CRM
Communications & Networking
1 4 (28.57%) Internet
Database & Business Intelligence
1 6 (42.86%) SQL Server
2 4 (28.57%) SQL Server Reporting Services
3 2 (14.29%) BusinessObjects
3 2 (14.29%) Oracle BI EE
3 2 (14.29%) QlikView
3 2 (14.29%) Spotfire
General
1 2 (14.29%) Banking
2 1 (7.14%) Marketing
Job Titles
1 2 (14.29%) Analyst
1 2 (14.29%) Analytics Manager
1 2 (14.29%) C# Developer
1 2 (14.29%) Data Analyst
1 2 (14.29%) Data Analytics Manager
1 2 (14.29%) Data Insight Analyst
1 2 (14.29%) Data Manager
1 2 (14.29%) Developer
1 2 (14.29%) Insight Analyst
1 2 (14.29%) Insight Data Analyst
2 1 (7.14%) Administrator
2 1 (7.14%) MI Manager
2 1 (7.14%) Salesforce Specialist
2 1 (7.14%) Senior Analytics Manager
2 1 (7.14%) Senior Manager
Libraries, Frameworks & Software Standards
1 6 (42.86%) .NET
1 6 (42.86%) ASP.NET
2 2 (14.29%) Apache Flex
2 2 (14.29%) CSS
Miscellaneous
1 2 (14.29%) Analytical Skills
1 2 (14.29%) PMI
1 2 (14.29%) Visualisation
Processes & Methodologies
1 6 (42.86%) Server Monitoring
1 6 (42.86%) TDD
2 4 (28.57%) Mentoring
2 4 (28.57%) Performance Improvement
2 4 (28.57%) Stakeholder Management
3 2 (14.29%) Agile Software Development
3 2 (14.29%) Analytics
3 2 (14.29%) Data Analytics
3 2 (14.29%) Data Visualisation
3 2 (14.29%) DevOps
3 2 (14.29%) Line Management
3 2 (14.29%) MVC
3 2 (14.29%) Risk Management
3 2 (14.29%) Time Management
4 1 (7.14%) CRM
4 1 (7.14%) Data Management
4 1 (7.14%) Data Security
4 1 (7.14%) Marketing Automation
4 1 (7.14%) Statistical Analysis
Programming Languages
1 9 (64.29%) SQL
2 6 (42.86%) C#
3 4 (28.57%) PowerShell
3 4 (28.57%) VBA
4 2 (14.29%) Java
4 2 (14.29%) JavaScript
4 2 (14.29%) PHP
4 2 (14.29%) T-SQL
Qualifications
1 2 (14.29%) PMI Certification
Quality Assurance & Compliance
1 2 (14.29%) Data Quality
Vendors
1 3 (21.43%) Microsoft
2 2 (14.29%) IBM
2 2 (14.29%) Tableau
3 1 (7.14%) Pardot
3 1 (7.14%) Salesforce.com