Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England > South West
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 331 317 330
Rank change year-on-year -14 +13 -1
Permanent jobs citing Data Cleansing 17 21 30
As % of all permanent IT jobs advertised in the South West 0.17% 0.19% 0.25%
As % of the Processes & Methodologies category 0.18% 0.22% 0.28%
Number of salaries quoted 13 20 26
South West median annual salary £43,750 £37,500 £43,750
Median salary % change year-on-year +16.67% -14.29% +9.38%
10th Percentile £25,900 £29,613 £28,875
90th Percentile £50,000 £81,250 £60,000
England median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -2.30%

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

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9192 9719 10557
As % of all permanent IT jobs advertised in the South West 89.56% 88.87% 88.80%
Number of salaries quoted 7569 8101 8871
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £63,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Cleansing
Job Vacancy Trend in the South West

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in the South West.

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 6 months to 18 November 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 6 months to 18 November 2017. 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
Bristol -26 11 £47,500 +26.67% 1
Somerset - 6 £30,000 -
Data Cleansing
England

For the 6 months to 18 November 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 9 (52.94%) Finance
2 8 (47.06%) Microsoft Excel
3 6 (35.29%) Data Quality
4 5 (29.41%) Analytical Skills
4 5 (29.41%) Microsoft
4 5 (29.41%) Change Management
4 5 (29.41%) Management Information System
4 5 (29.41%) SQL
4 5 (29.41%) Microsoft Office
5 4 (23.53%) ITIL
5 4 (23.53%) PRINCE2
5 4 (23.53%) EDI
5 4 (23.53%) ERP
5 4 (23.53%) Project Management
5 4 (23.53%) Service Management
5 4 (23.53%) Retail
5 4 (23.53%) Data Analysis
5 4 (23.53%) Logistics
5 4 (23.53%) Manufacturing
5 4 (23.53%) Dynamics AX
5 4 (23.53%) ISO/IEC 27001
5 4 (23.53%) Degree
5 4 (23.53%) Performance Management
5 4 (23.53%) PCI DSS
5 4 (23.53%) Capacity Management
5 4 (23.53%) Elavon
5 4 (23.53%) Security Patching
5 4 (23.53%) GDPR
5 4 (23.53%) Line Management
6 3 (17.65%) Data Conversion

Data Cleansing
Co-occurring 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 1 (5.88%) Apache
1 1 (5.88%) Apache Spark
1 1 (5.88%) SAS
Applications
1 8 (47.06%) Microsoft Excel
2 5 (29.41%) Microsoft Office
3 1 (5.88%) SPSS
Business Applications
1 4 (23.53%) Dynamics AX
2 1 (5.88%) Salesforce.com CRM
Cloud Services
1 1 (5.88%) Amazon AWS
1 1 (5.88%) Amazon EMR
Communications & Networking
1 1 (5.88%) MQTT
1 1 (5.88%) SMS
Database & Business Intelligence
1 2 (11.76%) Crystal Reports
1 2 (11.76%) MySQL
1 2 (11.76%) SQL Server
1 2 (11.76%) SQL Server Integration Services
2 1 (5.88%) Apache Cassandra
2 1 (5.88%) Big Data
2 1 (5.88%) HBase
2 1 (5.88%) QlikView
2 1 (5.88%) Spotfire
Development Applications
1 2 (11.76%) SQL Server Management Studio (SSMS)
2 1 (5.88%) Git (software)
2 1 (5.88%) Jenkins
2 1 (5.88%) JIRA
2 1 (5.88%) Sonatype Nexus
General
1 9 (52.94%) Finance
2 4 (23.53%) Manufacturing
2 4 (23.53%) Retail
3 2 (11.76%) Legal
3 2 (11.76%) Marketing
Job Titles
1 7 (41.18%) Analyst
2 4 (23.53%) Systems Analyst
2 4 (23.53%) Systems Manager
3 3 (17.65%) Data Analyst
4 2 (11.76%) Database Developer
4 2 (11.76%) Developer
5 1 (5.88%) Analytics Consultant
5 1 (5.88%) Consultant
5 1 (5.88%) CRM Analyst
5 1 (5.88%) Data Analytics Consultant
5 1 (5.88%) Data Consultant
5 1 (5.88%) Data Engineer
5 1 (5.88%) Excel Analyst
5 1 (5.88%) Insight Analyst
5 1 (5.88%) MI Manager
5 1 (5.88%) Salesforce Analyst
5 1 (5.88%) Senior Consultant
5 1 (5.88%) Senior Data Engineer
5 1 (5.88%) SQL Analyst
5 1 (5.88%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 4 (23.53%) EDI
2 2 (11.76%) .NET
3 1 (5.88%) JSON
3 1 (5.88%) Kafka
3 1 (5.88%) REST
Miscellaneous
1 5 (29.41%) Analytical Skills
1 5 (29.41%) Management Information System
2 2 (11.76%) Social Media
Processes & Methodologies
1 5 (29.41%) Change Management
2 4 (23.53%) Capacity Management
2 4 (23.53%) Data Analysis
2 4 (23.53%) ERP
2 4 (23.53%) ITIL
2 4 (23.53%) Line Management
2 4 (23.53%) Logistics
2 4 (23.53%) Performance Management
2 4 (23.53%) PRINCE2
2 4 (23.53%) Project Management
2 4 (23.53%) Security Patching
2 4 (23.53%) Service Management
3 3 (17.65%) CRM
3 3 (17.65%) Data Conversion
3 3 (17.65%) System Testing
4 2 (11.76%) Analytics
4 2 (11.76%) Data Validation
4 2 (11.76%) ETL
4 2 (11.76%) Stakeholder Management
4 2 (11.76%) Validation
Programming Languages
1 5 (29.41%) SQL
2 2 (11.76%) C#
2 2 (11.76%) T-SQL
2 2 (11.76%) VBA
2 2 (11.76%) VBScript
3 1 (5.88%) GraphQL
3 1 (5.88%) R
3 1 (5.88%) VB
Qualifications
1 4 (23.53%) Degree
Quality Assurance & Compliance
1 6 (35.29%) Data Quality
2 4 (23.53%) GDPR
2 4 (23.53%) ISO/IEC 27001
2 4 (23.53%) PCI DSS
Vendors
1 5 (29.41%) Microsoft
2 4 (23.53%) Elavon
3 1 (5.88%) Pardot
3 1 (5.88%) Salesforce.com
3 1 (5.88%) Tableau