The following table provides summary statistics for permanent job vacancies advertised in the South West 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 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / South West
Rank 234 235 250
Rank change year-on-year +1 +15  
Permanent jobs citing Data Cleansing 3 16 3
As % of all permanent IT jobs advertised in the South West 0.060% 0.27% 0.050%
As % of the Processes & Methodologies category 0.066% 0.31% 0.057%
Number of salaries quoted 3 8 2
Median salary £37,500 £39,250 £32,500
Median salary % change year-on-year -4.45% +20.76%  
UK excluding London median salary £43,023 £41,000 £40,000
% change year-on-year +4.93% +2.50%  

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 the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 4525 5183 5226
As % of all permanent IT job vacancies advertised in the South West 90.12% 88.84% 87.86%
Number of salaries quoted 3718 4219 4352
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £31,000 £29,075 £28,500
10% offered a salary of more than £62,500 £60,000 £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 the South West

The job posting trend of jobs advertised in the South West 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 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 in the South West.

Salary trend for Data Cleansing in the South West

Data Cleansing
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Cleansing in the South West over the 3 months to 22 March 2017.

Salary histogram for Data Cleansing 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 22 March 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 2 £35,000 -6.66%
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South West

For the 6 months to 22 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 South West region with a requirement for Data Cleansing.

1 6 (46.15%) VBA
2 4 (30.77%) MS Office
2 4 (30.77%) Microsoft
2 4 (30.77%) Migration
2 4 (30.77%) Stakeholder Management
3 3 (23.08%) Apache Flex
3 3 (23.08%) Time Management
3 3 (23.08%) Oracle BI EE
3 3 (23.08%) Agile Software Development
3 3 (23.08%) Scrum
3 3 (23.08%) SPSS
3 3 (23.08%) BusinessObjects
3 3 (23.08%) IBM
3 3 (23.08%) Data Modelling
3 3 (23.08%) SAS
3 3 (23.08%) CSS
3 3 (23.08%) Java
3 3 (23.08%) PHP
3 3 (23.08%) SQL
3 3 (23.08%) MS Excel
3 3 (23.08%) Line Management
3 3 (23.08%) Analytical Skills
3 3 (23.08%) SPSS Modeler
4 2 (15.38%) Data Visualisation
4 2 (15.38%) Translating Business Requirements
4 2 (15.38%) Reference Data Management
4 2 (15.38%) Domain Models
4 2 (15.38%) IT Strategy
4 2 (15.38%) Business Intelligence
4 2 (15.38%) SOA

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 (23.08%) SAS
2 1 (7.69%) Apache
2 1 (7.69%) Apache Pig
2 1 (7.69%) Apache Spark
2 1 (7.69%) Confluence
2 1 (7.69%) Elasticsearch
Applications
1 4 (30.77%) MS Office
2 3 (23.08%) MS Excel
2 3 (23.08%) SPSS
2 3 (23.08%) SPSS Modeler
Business Applications
1 1 (7.69%) Dynamics AX
Database & Business Intelligence
1 3 (23.08%) BusinessObjects
1 3 (23.08%) Oracle BI EE
2 1 (7.69%) Apache Accumulo
2 1 (7.69%) Apache Hive
2 1 (7.69%) Big Data
2 1 (7.69%) Hadoop
2 1 (7.69%) MongoDB
2 1 (7.69%) Neo4j
2 1 (7.69%) NoSQL
2 1 (7.69%) OrientDB
Development Applications
1 1 (7.69%) JIRA
General
1 1 (7.69%) Finance
1 1 (7.69%) Marketing
Job Titles
1 4 (30.77%) Analyst
2 3 (23.08%) Architect
2 3 (23.08%) Data Architect
2 3 (23.08%) Insight Analyst
3 2 (15.38%) Data Analyst
3 2 (15.38%) Data Insight Analyst
3 2 (15.38%) Insight Data Analyst
3 2 (15.38%) MI Manager
3 2 (15.38%) Solutions Architect
4 1 (7.69%) Administrator
4 1 (7.69%) Dynamics AX Project Manager
4 1 (7.69%) IT Manager
4 1 (7.69%) IT Project Manager
4 1 (7.69%) Principal Data Architect
4 1 (7.69%) Project Manager
4 1 (7.69%) Salesforce Specialist
4 1 (7.69%) Senior Analyst
4 1 (7.69%) Senior Systems Analyst
4 1 (7.69%) Systems Analyst
4 1 (7.69%) Systems Architect
Libraries, Frameworks & Software Standards
1 3 (23.08%) Apache Flex
1 3 (23.08%) CSS
2 1 (7.69%) Kafka
Miscellaneous
1 3 (23.08%) Analytical Skills
2 2 (15.38%) Reference Data
3 1 (7.69%) Virtual Team
3 1 (7.69%) Wiki
Processes & Methodologies
1 4 (30.77%) Migration
1 4 (30.77%) Stakeholder Management
2 3 (23.08%) Agile Software Development
2 3 (23.08%) Data Modelling
2 3 (23.08%) Line Management
2 3 (23.08%) Scrum
2 3 (23.08%) Time Management
3 2 (15.38%) Business Intelligence
3 2 (15.38%) Data Architecture
3 2 (15.38%) Data Management
3 2 (15.38%) Data Visualisation
3 2 (15.38%) Domain Models
3 2 (15.38%) ETL
3 2 (15.38%) IT Strategy
3 2 (15.38%) Reference Data Management
3 2 (15.38%) SOA
3 2 (15.38%) TOGAF
3 2 (15.38%) Translating Business Requirements
3 2 (15.38%) Visualisation
4 1 (7.69%) ERP
Programming Languages
1 6 (46.15%) VBA
2 3 (23.08%) Java
2 3 (23.08%) PHP
2 3 (23.08%) SQL
3 1 (7.69%) C
Qualifications
1 2 (15.38%) ISEB
1 2 (15.38%) Security Cleared
2 1 (7.69%) SC Cleared
Quality Assurance & Compliance
1 2 (15.38%) Data Quality
System Software
1 1 (7.69%) Apache ZooKeeper
Systems Management
1 1 (7.69%) Hadoop YARN
Vendors
1 4 (30.77%) Microsoft
2 3 (23.08%) IBM
3 1 (7.69%) Cloudera
3 1 (7.69%) Hortonworks
3 1 (7.69%) MapR
3 1 (7.69%) Pardot
3 1 (7.69%) Salesforce.com