The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
South West / Gloucestershire
Rank - 101 -
Permanent jobs citing Data Cleansing 0 1 0
As % of all permanent IT jobs advertised in Gloucestershire - 0.093% -
As % of the Processes & Methodologies category - 0.10% -
Number of salaries quoted 0 0 0
Median salary - - -
UK excluding London median salary £44,500 £41,500 £40,000
% change year-on-year +7.22% +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 Gloucestershire with a requirement for process and methodology skills.

Process & Methodology Skills
Gloucestershire
Permanent job vacancies with a requirement for process and methodology skills 778 967 907
As % of all permanent IT job vacancies advertised in Gloucestershire 91.96% 89.95% 89.36%
Number of salaries quoted 635 605 731
Median salary £45,000 £47,500 £42,500
Median salary % change year-on-year -5.26% +11.76%  
90% offered a salary of more than £32,500 £34,500 £29,000
10% offered a salary of more than £65,000 £65,000 £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 Gloucestershire

The job posting trend of jobs advertised in Gloucestershire 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 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 in Gloucestershire.

Salary trend for Data Cleansing in Gloucestershire

Data Cleansing
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 25 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 Gloucestershire region with a requirement for Data Cleansing.

1 3 (100.00%) Data Modelling
1 3 (100.00%) Scrum
1 3 (100.00%) Agile Software Development
2 2 (66.67%) Data Management
2 2 (66.67%) TOGAF
2 2 (66.67%) Migration
2 2 (66.67%) SOA
2 2 (66.67%) ETL
2 2 (66.67%) Business Intelligence
2 2 (66.67%) ISEB
2 2 (66.67%) Reference Data
2 2 (66.67%) Data Architecture
2 2 (66.67%) Visualisation
2 2 (66.67%) Data Quality
2 2 (66.67%) Data Visualisation
2 2 (66.67%) Analytical Skills
2 2 (66.67%) Translating Business Requirements
2 2 (66.67%) Reference Data Management
2 2 (66.67%) Domain Models
2 2 (66.67%) IT Strategy
3 1 (33.33%) Apache Spark
3 1 (33.33%) Hadoop YARN
3 1 (33.33%) MapReduce
3 1 (33.33%) Apache ZooKeeper
3 1 (33.33%) Neo4j
3 1 (33.33%) Big Data
3 1 (33.33%) Hortonworks
3 1 (33.33%) Cloudera
3 1 (33.33%) Kafka
3 1 (33.33%) Apache Pig

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 (33.33%) Apache
1 1 (33.33%) Apache Pig
1 1 (33.33%) Apache Spark
1 1 (33.33%) Confluence
1 1 (33.33%) Elasticsearch
Database & Business Intelligence
1 1 (33.33%) Apache Accumulo
1 1 (33.33%) Apache Hive
1 1 (33.33%) Big Data
1 1 (33.33%) Hadoop
1 1 (33.33%) MongoDB
1 1 (33.33%) Neo4j
1 1 (33.33%) NoSQL
1 1 (33.33%) OrientDB
Development Applications
1 1 (33.33%) JIRA
Job Titles
1 3 (100.00%) Architect
1 3 (100.00%) Data Architect
2 2 (66.67%) Solutions Architect
3 1 (33.33%) Principal Architect
3 1 (33.33%) Principal Data Architect
3 1 (33.33%) Systems Architect
Libraries, Frameworks & Software Standards
1 1 (33.33%) Kafka
Miscellaneous
1 2 (66.67%) Analytical Skills
1 2 (66.67%) Reference Data
2 1 (33.33%) Wiki
Processes & Methodologies
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Data Modelling
1 3 (100.00%) Scrum
2 2 (66.67%) Business Intelligence
2 2 (66.67%) Data Architecture
2 2 (66.67%) Data Management
2 2 (66.67%) Data Visualisation
2 2 (66.67%) Domain Models
2 2 (66.67%) ETL
2 2 (66.67%) IT Strategy
2 2 (66.67%) Migration
2 2 (66.67%) Reference Data Management
2 2 (66.67%) SOA
2 2 (66.67%) TOGAF
2 2 (66.67%) Translating Business Requirements
2 2 (66.67%) Visualisation
3 1 (33.33%) Cybersecurity
3 1 (33.33%) MapReduce
3 1 (33.33%) Open Source
3 1 (33.33%) Requirements Analysis
Programming Languages
1 1 (33.33%) C
Qualifications
1 2 (66.67%) ISEB
2 1 (33.33%) Security Cleared
Quality Assurance & Compliance
1 2 (66.67%) Data Quality
System Software
1 1 (33.33%) Apache ZooKeeper
Systems Management
1 1 (33.33%) Hadoop YARN
Vendors
1 1 (33.33%) Cloudera
1 1 (33.33%) Hortonworks
1 1 (33.33%) MapR