Period
to 17 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Wiltshire 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 6 months to 17 August 2018 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
South West > Wiltshire
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 131 - 131
Rank change year-on-year - +131 +7
Permanent jobs citing Data Cleansing 1 0 4
As % of all permanent IT jobs advertised in Wiltshire 0.058% - 0.21%
As % of the Processes & Methodologies category 0.065% - 0.25%
Number of salaries quoted 0 0 0
Wiltshire median annual salary - - -
South West median annual salary £43,750 £37,500 £37,500
% change year-on-year +16.67% - +7.14%

Data Cleansing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Wiltshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Wiltshire
Permanent vacancies with a requirement for process or methodology skills 1,539 1,405 1,629
As % of all permanent IT jobs advertised in Wiltshire 89.27% 90.65% 86.70%
Number of salaries quoted 1,353 1,213 1,406
Wiltshire median annual salary £42,500 £40,750 £40,000
Median salary % change year-on-year +4.29% +1.88% +1.27%
10th Percentile £26,250 £25,000 £25,625
90th Percentile £61,250 £60,000 £59,875
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

Data Cleansing
Job Vacancy Trend in Wiltshire

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Wiltshire.

Job vacancy trend for Data Cleansing in Wiltshire

Data Cleansing
Salary Trend in Wiltshire

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

Salary trend for Data Cleansing in Wiltshire

For the 6 months to 17 August 2018, IT jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Wiltshire region with a requirement for Data Cleansing.

1 1 (100.00%) C
1 1 (100.00%) Java
1 1 (100.00%) SQL
1 1 (100.00%) OO
1 1 (100.00%) Apache
1 1 (100.00%) Python
1 1 (100.00%) Data Modelling
1 1 (100.00%) OOD
1 1 (100.00%) Scrum
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Requirements Analysis
1 1 (100.00%) JIRA
1 1 (100.00%) Wiki
1 1 (100.00%) SC Cleared
1 1 (100.00%) Security Cleared
1 1 (100.00%) Scala
1 1 (100.00%) Hadoop
1 1 (100.00%) Open Source
1 1 (100.00%) Confluence
1 1 (100.00%) Apache Hive
1 1 (100.00%) MongoDB
1 1 (100.00%) NoSQL
1 1 (100.00%) MapReduce
1 1 (100.00%) Apache ZooKeeper
1 1 (100.00%) Neo4j
1 1 (100.00%) Big Data
1 1 (100.00%) Hortonworks
1 1 (100.00%) Kafka
1 1 (100.00%) Apache Pig
1 1 (100.00%) Apache Accumulo

Data Cleansing
Co-occurring IT Skills in Wiltshire 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 (100.00%) Apache
1 1 (100.00%) Apache Pig
1 1 (100.00%) Apache Spark
1 1 (100.00%) Confluence
1 1 (100.00%) Elasticsearch
Database & Business Intelligence
1 1 (100.00%) Apache Accumulo
1 1 (100.00%) Apache Hive
1 1 (100.00%) Big Data
1 1 (100.00%) Hadoop
1 1 (100.00%) MongoDB
1 1 (100.00%) Neo4j
1 1 (100.00%) NoSQL
1 1 (100.00%) OrientDB
Development Applications
1 1 (100.00%) JIRA
Job Titles
1 1 (100.00%) Architect
1 1 (100.00%) Data Architect
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
Miscellaneous
1 1 (100.00%) Wiki
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Cybersecurity
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Science
1 1 (100.00%) MapReduce
1 1 (100.00%) OO
1 1 (100.00%) OOD
1 1 (100.00%) Open Source
1 1 (100.00%) Requirements Analysis
1 1 (100.00%) Scrum
Programming Languages
1 1 (100.00%) C
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) Scala
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) SC Cleared
1 1 (100.00%) Security Cleared
System Software
1 1 (100.00%) Apache ZooKeeper
Systems Management
1 1 (100.00%) Hadoop YARN
Vendors
1 1 (100.00%) Hortonworks