The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 110 - -
Rank change year-on-year
- 0
Permanent jobs citing Data Cleansing 1 0 0
As % of all permanent IT jobs located in Gloucestershire 0.084% - -
As % of the Processes & Methodologies category 0.094% - -
Number of salaries quoted 1 0 0
Median salary £62,000 - -
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 Gloucestershire region.

Processes & Methodologies Category
Gloucestershire
Permanent IT job ads with a match in the
Processes & Methodologies category
1065 876 965
As % of all permanent IT jobs located in Gloucestershire 89.12% 89.94% 83.99%
Number of salaries quoted 893 679 809
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,620 £32,000 £29,000
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in Gloucestershire

The demand trend of job ads across the Gloucestershire 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 Gloucestershire

Data Cleansing
Salary Trend in Gloucestershire

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

Data Cleansing Salary Trend in Gloucestershire

Data Cleansing
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the Gloucestershire region over the 3 months to 6 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
Cheltenham - 1 £62,000 -
Data Cleansing
South West

Data Cleansing
Top 30 Related IT Skills in Gloucestershire

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

1 2 (100.00%) Agile Software Development
1 2 (100.00%) Data Modelling
1 2 (100.00%) Scrum
2 1 (50.00%) Apache
2 1 (50.00%) SOA
2 1 (50.00%) ETL
2 1 (50.00%) Business Intelligence
2 1 (50.00%) ISEB
2 1 (50.00%) Migration
2 1 (50.00%) Data Management
2 1 (50.00%) TOGAF
2 1 (50.00%) Software Engineering
2 1 (50.00%) Requirements Analysis
2 1 (50.00%) JIRA
2 1 (50.00%) Wiki
2 1 (50.00%) Reference Data
2 1 (50.00%) Data Architecture
2 1 (50.00%) Hadoop
2 1 (50.00%) Visualisation
2 1 (50.00%) Open Source
2 1 (50.00%) Confluence
2 1 (50.00%) Apache Hive
2 1 (50.00%) MongoDB
2 1 (50.00%) NoSQL
2 1 (50.00%) Data Visualisation
2 1 (50.00%) MapReduce
2 1 (50.00%) Data Quality
2 1 (50.00%) Apache ZooKeeper
2 1 (50.00%) Neo4j
2 1 (50.00%) Big Data

Data Cleansing
Top Related IT Skills in Gloucestershire 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 (50.00%) Apache
1 1 (50.00%) Apache Pig
1 1 (50.00%) Apache Spark
1 1 (50.00%) Confluence
1 1 (50.00%) Elasticsearch
Database & Business Intelligence
1 1 (50.00%) Apache Accumulo
1 1 (50.00%) Apache Hive
1 1 (50.00%) Big Data
1 1 (50.00%) Hadoop
1 1 (50.00%) MongoDB
1 1 (50.00%) Neo4j
1 1 (50.00%) NoSQL
1 1 (50.00%) OrientDB
Development Applications
1 1 (50.00%) JIRA
Job Titles
1 1 (50.00%) Architect
1 1 (50.00%) Big Data Developer
1 1 (50.00%) Data Architect
1 1 (50.00%) Developer
1 1 (50.00%) Hadoop Developer
1 1 (50.00%) Senior Big Data Developer
1 1 (50.00%) Senior Developer
1 1 (50.00%) Senior Hadoop Developer
1 1 (50.00%) Senior Software Developer
1 1 (50.00%) Software Developer
1 1 (50.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (50.00%) Kafka
Miscellaneous
1 1 (50.00%) Analytical Skills
1 1 (50.00%) Reference Data
1 1 (50.00%) Visualisation
1 1 (50.00%) Wiki
Processes & Methodologies
1 2 (100.00%) Agile Software Development
1 2 (100.00%) Data Modelling
1 2 (100.00%) Scrum
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Cybersecurity
2 1 (50.00%) Data Architecture
2 1 (50.00%) Data Management
2 1 (50.00%) Data Visualisation
2 1 (50.00%) ETL
2 1 (50.00%) MapReduce
2 1 (50.00%) Migration
2 1 (50.00%) Open Source
2 1 (50.00%) Requirements Analysis
2 1 (50.00%) SOA
2 1 (50.00%) Software Engineering
2 1 (50.00%) TOGAF
2 1 (50.00%) Translating Business Requirements
Qualifications
1 1 (50.00%) ISEB
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
System Software
1 1 (50.00%) Apache ZooKeeper
Systems Management
1 1 (50.00%) Hadoop YARN
Vendors
1 1 (50.00%) Cloudera
1 1 (50.00%) Hortonworks
1 1 (50.00%) MapR