Period
to 22 May 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 22 May 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
22 May 2018
Same period 2017 Same period 2016
Rank 122 119 132
Rank change year-on-year -3 +13 +6
Permanent jobs citing Data Cleansing 4 1 7
As % of all permanent IT jobs advertised in Wiltshire 0.24% 0.065% 0.34%
As % of the Processes & Methodologies category 0.28% 0.072% 0.39%
Number of salaries quoted 4 1 0
Wiltshire median annual salary £43,750 £20,000 -
Median salary % change year-on-year +118.75% - -
South West median annual salary £43,125 £38,750 £37,500
% change year-on-year +11.29% +3.33% +15.38%

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 1,446 1,388 1,799
As % of all permanent IT jobs advertised in Wiltshire 87.85% 89.90% 88.06%
Number of salaries quoted 1,267 1,214 1,632
Wiltshire median annual salary £43,500 £40,625 £40,000
Median salary % change year-on-year +7.08% +1.56% +2.56%
10th Percentile £27,500 £25,000 £26,000
90th Percentile £60,250 £62,500 £60,247
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

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

Data Cleansing
Salary Histogram in Wiltshire

The salary distribution of IT jobs citing Data Cleansing in Wiltshire over the 6 months to 22 May 2018.

Salary histogram for Data Cleansing in Wiltshire

Data Cleansing
Job Locations in Wiltshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the Wiltshire region over the 6 months to 22 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Chippenham - 3 £42,500 -
Data Cleansing
South West

For the 6 months to 22 May 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 3 (75.00%) SQL Server
1 3 (75.00%) SQL
1 3 (75.00%) Data Warehouse
1 3 (75.00%) Business Intelligence
1 3 (75.00%) Microsoft Azure
1 3 (75.00%) Power BI
2 2 (50.00%) Azure SQL Data Warehouse
2 2 (50.00%) SQL Server Reporting Services
2 2 (50.00%) Salesforce.com
2 2 (50.00%) T-SQL
2 2 (50.00%) CRM
3 1 (25.00%) Java
3 1 (25.00%) OO
3 1 (25.00%) Apache
3 1 (25.00%) Python
3 1 (25.00%) Scrum
3 1 (25.00%) Microsoft
3 1 (25.00%) Data Modelling
3 1 (25.00%) OOD
3 1 (25.00%) Open Source
3 1 (25.00%) Confluence
3 1 (25.00%) Apache Hive
3 1 (25.00%) MongoDB
3 1 (25.00%) NoSQL
3 1 (25.00%) MapReduce
3 1 (25.00%) Apache ZooKeeper
3 1 (25.00%) Neo4j
3 1 (25.00%) Big Data
3 1 (25.00%) Hortonworks
3 1 (25.00%) Kafka

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 (25.00%) Apache
1 1 (25.00%) Apache Pig
1 1 (25.00%) Apache Spark
1 1 (25.00%) Confluence
1 1 (25.00%) Elasticsearch
Cloud Services
1 3 (75.00%) Microsoft Azure
Database & Business Intelligence
1 3 (75.00%) Data Warehouse
1 3 (75.00%) Power BI
1 3 (75.00%) SQL Server
2 2 (50.00%) Azure SQL Data Warehouse
2 2 (50.00%) SQL Server Reporting Services
3 1 (25.00%) Apache Accumulo
3 1 (25.00%) Apache Hive
3 1 (25.00%) Big Data
3 1 (25.00%) Hadoop
3 1 (25.00%) MongoDB
3 1 (25.00%) Neo4j
3 1 (25.00%) NoSQL
3 1 (25.00%) OrientDB
Development Applications
1 1 (25.00%) JIRA
Job Titles
1 3 (75.00%) Data Warehouse Developer
1 3 (75.00%) Developer
2 1 (25.00%) Architect
2 1 (25.00%) Big Data Architect
2 1 (25.00%) Cybersecurity Architect
2 1 (25.00%) Data Architect
2 1 (25.00%) Security Architect
Libraries, Frameworks & Software Standards
1 1 (25.00%) Kafka
Miscellaneous
1 1 (25.00%) Wiki
Processes & Methodologies
1 3 (75.00%) Business Intelligence
2 2 (50.00%) CRM
3 1 (25.00%) Agile Software Development
3 1 (25.00%) Analytics
3 1 (25.00%) Cybersecurity
3 1 (25.00%) Data Deduplication
3 1 (25.00%) Data Modelling
3 1 (25.00%) Data Science
3 1 (25.00%) MapReduce
3 1 (25.00%) OO
3 1 (25.00%) OOD
3 1 (25.00%) Open Source
3 1 (25.00%) Requirements Analysis
3 1 (25.00%) Scrum
Programming Languages
1 3 (75.00%) SQL
2 2 (50.00%) T-SQL
3 1 (25.00%) Java
3 1 (25.00%) Python
3 1 (25.00%) Scala
Qualifications
1 1 (25.00%) DV Cleared
1 1 (25.00%) SC Cleared
1 1 (25.00%) Security Cleared
System Software
1 1 (25.00%) Apache ZooKeeper
Systems Management
1 1 (25.00%) Hadoop YARN
Vendors
1 2 (50.00%) Salesforce.com
2 1 (25.00%) Hortonworks
2 1 (25.00%) Microsoft