The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / South West
Rank 217 221 241
Rank change year-on-year
+4 +20
Permanent jobs citing Data Cleansing 10 18 2
As % of all permanent IT jobs located in the South West 0.20% 0.32% 0.033%
As % of the Processes & Methodologies category 0.23% 0.36% 0.038%
Number of salaries quoted 9 13 1
Median salary £40,000 £37,500 £32,500
Median salary % change year-on-year
+6.66% +15.38%
UK excluding London median salary £38,250 £35,000 £41,500
% change year-on-year
+9.28% -15.66%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4378 4962 5279
As % of all permanent IT jobs located in the South West 88.32% 88.89% 86.90%
Number of salaries quoted 3579 4179 4432
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £28,500
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 the South West

The demand trend of job ads across the South West 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 the South West

Data Cleansing
Salary Trend in the South West

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

Data Cleansing Salary Trend in the South West

Data Cleansing
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Cleansing across the South West region over the 3 months to 20 January 2017.

Data Cleansing Salary Histogram in the South West

Data Cleansing
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the South West region over the 3 months to 20 January 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
Bristol -4 5 £40,000 +10.34%
Gloucestershire - 3 £62,000 - 1
Wiltshire +22 1 £20,000 -52.94%
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South West

For the 6 months to 20 January 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 South West region with a requirement for Data Cleansing.

1 8 (44.44%) SQL
2 5 (27.78%) SQL Server
2 5 (27.78%) Data Modelling
2 5 (27.78%) Agile Software Development
3 4 (22.22%) TDD
3 4 (22.22%) SQL Server Reporting Services
3 4 (22.22%) Migration
3 4 (22.22%) Scrum
3 4 (22.22%) ASP.NET
3 4 (22.22%) Microsoft
3 4 (22.22%) VBA
3 4 (22.22%) .NET
3 4 (22.22%) C#
3 4 (22.22%) Server Monitoring
3 4 (22.22%) Analytical Skills
4 3 (16.67%) Mentoring
4 3 (16.67%) Performance Improvement
4 3 (16.67%) PowerShell
4 3 (16.67%) IIS
4 3 (16.67%) MS Office
4 3 (16.67%) MS Excel
4 3 (16.67%) Internet
4 3 (16.67%) ETL
4 3 (16.67%) Business Intelligence
4 3 (16.67%) Data Management
5 2 (11.11%) TOGAF
5 2 (11.11%) Requirements Analysis
5 2 (11.11%) JIRA
5 2 (11.11%) Stakeholder Management
5 2 (11.11%) IBM

Data Cleansing
Top Related IT Skills in the South West 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 3 (16.67%) IIS
2 2 (11.11%) Apache
2 2 (11.11%) Apache Pig
2 2 (11.11%) Apache Spark
2 2 (11.11%) Confluence
2 2 (11.11%) Elasticsearch
2 2 (11.11%) SAS
Applications
1 3 (16.67%) MS Excel
1 3 (16.67%) MS Office
2 2 (11.11%) SPSS
Business Applications
1 1 (5.56%) Dynamics AX
1 1 (5.56%) Dynamics CRM
1 1 (5.56%) SAP ERP
Communications & Networking
1 3 (16.67%) Internet
Database & Business Intelligence
1 5 (27.78%) SQL Server
2 4 (22.22%) SQL Server Reporting Services
3 2 (11.11%) Apache Accumulo
3 2 (11.11%) Apache Hive
3 2 (11.11%) Big Data
3 2 (11.11%) BusinessObjects
3 2 (11.11%) Hadoop
3 2 (11.11%) MongoDB
3 2 (11.11%) Neo4j
3 2 (11.11%) NoSQL
3 2 (11.11%) Oracle BI EE
3 2 (11.11%) OrientDB
4 1 (5.56%) Data Warehouse
4 1 (5.56%) SQL Server Integration Services
Development Applications
1 2 (11.11%) JIRA
General
1 1 (5.56%) Finance
1 1 (5.56%) Marketing
Job Titles
1 4 (22.22%) Analyst
2 3 (16.67%) Architect
2 3 (16.67%) Data Architect
2 3 (16.67%) Developer
3 2 (11.11%) Administrator
3 2 (11.11%) Data Analyst
3 2 (11.11%) Data Insight Analyst
3 2 (11.11%) Insight Analyst
3 2 (11.11%) Insight Data Analyst
3 2 (11.11%) Solutions Architect
4 1 (5.56%) Big Data Developer
4 1 (5.56%) ERP Analyst
4 1 (5.56%) Hadoop Developer
4 1 (5.56%) MI Manager
4 1 (5.56%) Principal Data Architect
4 1 (5.56%) Salesforce Specialist
4 1 (5.56%) Senior Big Data Developer
4 1 (5.56%) Senior Hadoop Developer
4 1 (5.56%) SQL BI Developer
4 1 (5.56%) UAT Test Analyst
Libraries, Frameworks & Software Standards
1 4 (22.22%) .NET
1 4 (22.22%) ASP.NET
2 2 (11.11%) Apache Flex
2 2 (11.11%) CSS
2 2 (11.11%) Kafka
Miscellaneous
1 4 (22.22%) Analytical Skills
2 2 (11.11%) Reference Data
2 2 (11.11%) Visualisation
2 2 (11.11%) Wiki
3 1 (5.56%) Data Integration
Processes & Methodologies
1 5 (27.78%) Agile Software Development
1 5 (27.78%) Data Modelling
2 4 (22.22%) Migration
2 4 (22.22%) Scrum
2 4 (22.22%) Server Monitoring
2 4 (22.22%) TDD
3 3 (16.67%) Business Intelligence
3 3 (16.67%) Data Management
3 3 (16.67%) ETL
3 3 (16.67%) Mentoring
3 3 (16.67%) Performance Improvement
4 2 (11.11%) Data Architecture
4 2 (11.11%) Data Visualisation
4 2 (11.11%) MapReduce
4 2 (11.11%) Open Source
4 2 (11.11%) Requirements Analysis
4 2 (11.11%) SOA
4 2 (11.11%) Stakeholder Management
4 2 (11.11%) Time Management
4 2 (11.11%) TOGAF
Programming Languages
1 8 (44.44%) SQL
2 4 (22.22%) C#
2 4 (22.22%) VBA
3 3 (16.67%) PowerShell
4 2 (11.11%) Java
4 2 (11.11%) PHP
5 1 (5.56%) C
5 1 (5.56%) JavaScript
5 1 (5.56%) T-SQL
Qualifications
1 2 (11.11%) ISEB
1 2 (11.11%) Security Cleared
2 1 (5.56%) SC Cleared
Quality Assurance & Compliance
1 2 (11.11%) Data Quality
System Software
1 2 (11.11%) Apache ZooKeeper
Systems Management
1 2 (11.11%) Hadoop YARN
Vendors
1 4 (22.22%) Microsoft
2 2 (11.11%) Cloudera
2 2 (11.11%) Hortonworks
2 2 (11.11%) IBM
2 2 (11.11%) MapR
3 1 (5.56%) Pardot
3 1 (5.56%) Salesforce.com
3 1 (5.56%) SAP
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 5 days ago