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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
South West / Gloucestershire
Rank 101 - -
Rank change year-on-year
- 0
Permanent jobs citing Data Cleansing 3 0 0
As % of all permanent IT jobs located in Gloucestershire 0.33% - -
As % of the Processes & Methodologies category 0.36% - -
Number of salaries quoted 2 0 0
Median salary £62,000 - -
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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
838 816 859
As % of all permanent IT jobs located in Gloucestershire 91.38% 88.60% 87.47%
Number of salaries quoted 688 548 707
Median salary £45,000 £49,000 £42,500
Median salary % change year-on-year
-8.16% +15.29%
90% offered a salary of more than £32,500 £32,500 £29,000
10% offered a salary of more than £65,000 £60,000 £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 21 February 2017. 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 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 - 2 £62,000 -
Data Cleansing
South West

Data Cleansing
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 21 February 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 4 (100.00%) Data Modelling
1 4 (100.00%) Scrum
1 4 (100.00%) Agile Software Development
2 2 (50.00%) Apache
2 2 (50.00%) SOA
2 2 (50.00%) ETL
2 2 (50.00%) Business Intelligence
2 2 (50.00%) ISEB
2 2 (50.00%) Data Management
2 2 (50.00%) TOGAF
2 2 (50.00%) Data Architecture
2 2 (50.00%) Hadoop
2 2 (50.00%) Visualisation
2 2 (50.00%) Open Source
2 2 (50.00%) Confluence
2 2 (50.00%) Apache Hive
2 2 (50.00%) MongoDB
2 2 (50.00%) NoSQL
2 2 (50.00%) Data Visualisation
2 2 (50.00%) MapReduce
2 2 (50.00%) Data Quality
2 2 (50.00%) Apache ZooKeeper
2 2 (50.00%) Neo4j
2 2 (50.00%) Big Data
2 2 (50.00%) Hortonworks
2 2 (50.00%) Cloudera
2 2 (50.00%) Kafka
2 2 (50.00%) Apache Pig
2 2 (50.00%) Apache Accumulo
2 2 (50.00%) Requirements Analysis

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 2 (50.00%) Apache
1 2 (50.00%) Apache Pig
1 2 (50.00%) Apache Spark
1 2 (50.00%) Confluence
1 2 (50.00%) Elasticsearch
Database & Business Intelligence
1 2 (50.00%) Apache Accumulo
1 2 (50.00%) Apache Hive
1 2 (50.00%) Big Data
1 2 (50.00%) Hadoop
1 2 (50.00%) MongoDB
1 2 (50.00%) Neo4j
1 2 (50.00%) NoSQL
1 2 (50.00%) OrientDB
Development Applications
1 2 (50.00%) JIRA
Job Titles
1 3 (75.00%) Architect
1 3 (75.00%) Data Architect
2 2 (50.00%) Solutions Architect
3 1 (25.00%) Big Data Developer
3 1 (25.00%) Developer
3 1 (25.00%) Hadoop Developer
3 1 (25.00%) Principal Architect
3 1 (25.00%) Principal Data Architect
3 1 (25.00%) Senior Big Data Developer
3 1 (25.00%) Senior Developer
3 1 (25.00%) Senior Hadoop Developer
3 1 (25.00%) Senior Software Developer
3 1 (25.00%) Software Developer
3 1 (25.00%) Systems Architect
Libraries, Frameworks & Software Standards
1 2 (50.00%) Kafka
Miscellaneous
1 2 (50.00%) Analytical Skills
1 2 (50.00%) Reference Data
1 2 (50.00%) Wiki
Processes & Methodologies
1 4 (100.00%) Agile Software Development
1 4 (100.00%) Data Modelling
1 4 (100.00%) Scrum
2 2 (50.00%) Business Intelligence
2 2 (50.00%) Cybersecurity
2 2 (50.00%) Data Architecture
2 2 (50.00%) Data Management
2 2 (50.00%) Data Visualisation
2 2 (50.00%) ETL
2 2 (50.00%) MapReduce
2 2 (50.00%) Migration
2 2 (50.00%) Open Source
2 2 (50.00%) Reference Data Management
2 2 (50.00%) Requirements Analysis
2 2 (50.00%) SOA
2 2 (50.00%) TOGAF
2 2 (50.00%) Translating Business Requirements
2 2 (50.00%) Visualisation
3 1 (25.00%) Software Engineering
Programming Languages
1 1 (25.00%) C
Qualifications
1 2 (50.00%) ISEB
2 1 (25.00%) Security Cleared
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
System Software
1 2 (50.00%) Apache ZooKeeper
Systems Management
1 2 (50.00%) Hadoop YARN
Vendors
1 2 (50.00%) Cloudera
1 2 (50.00%) Hortonworks
1 2 (50.00%) MapR