The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
London / City of London
Rank 200 255 299
Rank change year-on-year +55 +44  
Permanent jobs citing Data Cleansing 23 19 21
As % of all permanent IT jobs advertised in the City of London 0.45% 0.27% 0.21%
As % of the Processes & Methodologies category 0.50% 0.30% 0.23%
Number of salaries quoted 22 18 21
Median salary £39,000 £43,750 £31,500
Median salary % change year-on-year -10.85% +38.88%  
90% offered a salary of more than £32,100 £33,000 £30,500
10% offered a salary of more than £67,175 £79,000 £62,500
UK excluding London median salary £44,500 £41,500 £40,000
% change year-on-year +7.22% +3.75%  

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 City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4585 6399 8963
As % of all permanent IT job vacancies advertised in the City of London 90.33% 90.32% 87.70%
Number of salaries quoted 4186 5697 7549
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £41,500 £42,500 £37,500
10% offered a salary of more than £87,500 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Cleansing
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London 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 City of London

Data Cleansing
Salary Trend in the City of London

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

Salary trend for Data Cleansing in the City of London

Data Cleansing
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Cleansing in the City of London over the 3 months to 25 March 2017.

Salary histogram for Data Cleansing in the City of London

Data Cleansing
Top 30 Related IT Skills in the City of London

For the 6 months to 25 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 City of London region with a requirement for Data Cleansing.

1 15 (44.12%) Project Management
1 15 (44.12%) Validation
1 15 (44.12%) Data Analysis
2 14 (41.18%) CRM
2 14 (41.18%) User Acceptance Testing
2 14 (41.18%) Data Integration
2 14 (41.18%) Line Management
2 14 (41.18%) Analytical Skills
3 13 (38.24%) Time Management
4 11 (32.35%) SQL
5 10 (29.41%) ETL
5 10 (29.41%) Analytics
6 9 (26.47%) Data Quality
7 8 (23.53%) Data Modelling
8 7 (20.59%) Business Intelligence
8 7 (20.59%) Data Architecture
9 6 (17.65%) Data Mining
9 6 (17.65%) Finance
10 5 (14.71%) Data Warehouse
10 5 (14.71%) Big Data
10 5 (14.71%) Hadoop
10 5 (14.71%) Marketing
11 4 (11.76%) Digital Marketing
11 4 (11.76%) Customer Analytics
11 4 (11.76%) Mentoring
11 4 (11.76%) Marketing Intelligence
11 4 (11.76%) Management Information System
11 4 (11.76%) Practice Management
12 3 (8.82%) Law
12 3 (8.82%) Legal

Data Cleansing
Top Related IT Skills in the City of London 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 2 (5.88%) Apache Spark
Applications
1 2 (5.88%) MS Excel
1 2 (5.88%) MS Project
2 1 (2.94%) MS Office
2 1 (2.94%) MS PowerPoint
2 1 (2.94%) MS Visio
Business Applications
1 1 (2.94%) Raiser's Edge
Cloud Services
1 1 (2.94%) Amazon AWS
1 1 (2.94%) Amazon Kinesis
1 1 (2.94%) Amazon S3
1 1 (2.94%) Amazon SQS
1 1 (2.94%) Google Analytics
Database & Business Intelligence
1 6 (17.65%) Data Mining
2 5 (14.71%) Big Data
2 5 (14.71%) Data Warehouse
2 5 (14.71%) Hadoop
3 2 (5.88%) Relational Database
3 2 (5.88%) SQL Server Reporting Services
4 1 (2.94%) Amazon Redshift
4 1 (2.94%) Apache Cassandra
4 1 (2.94%) Data Lake
4 1 (2.94%) Data Mart
4 1 (2.94%) Electronic Patient Records
4 1 (2.94%) Impala
4 1 (2.94%) MarkLogic
4 1 (2.94%) Mixpanel
4 1 (2.94%) NoSQL
4 1 (2.94%) Power BI
4 1 (2.94%) QlikView
4 1 (2.94%) RDBMS
4 1 (2.94%) SQL Server Analysis Services
4 1 (2.94%) SQL Server Integration Services
Development Applications
1 1 (2.94%) ERwin
1 1 (2.94%) Talend Open Studio
General
1 6 (17.65%) Finance
2 5 (14.71%) Marketing
3 3 (8.82%) Banking
3 3 (8.82%) Law
3 3 (8.82%) Legal
4 1 (2.94%) Retail
Job Titles
1 14 (41.18%) Administrator
2 9 (26.47%) Data Administrator
3 8 (23.53%) Analyst
4 6 (17.65%) Data Analyst
4 6 (17.65%) Developer
5 5 (14.71%) Business Developer
5 5 (14.71%) Business Intelligence Developer
6 4 (11.76%) Business Intelligence Lead
6 4 (11.76%) DBA
6 4 (11.76%) Lead Developer
7 3 (8.82%) Data Quality Analyst
7 3 (8.82%) Quality Analyst
7 3 (8.82%) Senior Analyst
7 3 (8.82%) Senior Data Quality Analyst
7 3 (8.82%) Senior Quality Analyst
8 2 (5.88%) Architect
8 2 (5.88%) Data Architect
9 1 (2.94%) Applications Developer
9 1 (2.94%) Information Architect
9 1 (2.94%) Support Analyst
Libraries, Frameworks & Software Standards
1 1 (2.94%) Kafka
Miscellaneous
1 14 (41.18%) Analytical Skills
2 4 (11.76%) Management Information System
3 1 (2.94%) Computer Science
3 1 (2.94%) Data Protection Act
3 1 (2.94%) PMI
3 1 (2.94%) Reference Data
3 1 (2.94%) Replication
Processes & Methodologies
1 15 (44.12%) Data Analysis
1 15 (44.12%) Project Management
1 15 (44.12%) Validation
2 14 (41.18%) CRM
2 14 (41.18%) Data Integration
2 14 (41.18%) Line Management
2 14 (41.18%) User Acceptance Testing
3 13 (38.24%) Time Management
4 10 (29.41%) Analytics
4 10 (29.41%) ETL
5 8 (23.53%) Data Modelling
6 7 (20.59%) Business Intelligence
6 7 (20.59%) Data Architecture
7 4 (11.76%) Customer Analytics
7 4 (11.76%) Digital Marketing
7 4 (11.76%) Marketing Intelligence
7 4 (11.76%) Mentoring
7 4 (11.76%) Practice Management
8 3 (8.82%) Data Protection
8 3 (8.82%) Migration
Programming Languages
1 11 (32.35%) SQL
2 2 (5.88%) Python
3 1 (2.94%) C
3 1 (2.94%) Java
3 1 (2.94%) MATLAB
3 1 (2.94%) R
3 1 (2.94%) VBA
Qualifications
1 3 (8.82%) Degree
2 1 (2.94%) APMP
2 1 (2.94%) PMI Certification
2 1 (2.94%) PMP
Quality Assurance & Compliance
1 9 (26.47%) Data Quality
2 1 (2.94%) P3O
System Software
1 1 (2.94%) Docker
Vendors
1 2 (5.88%) Progress
2 1 (2.94%) Cisco
2 1 (2.94%) Cloudera
2 1 (2.94%) Google
2 1 (2.94%) IBM
2 1 (2.94%) Informatica
2 1 (2.94%) Microsoft
2 1 (2.94%) SAP
2 1 (2.94%) Tableau
2 1 (2.94%) Talend
City, London
Venturi
Salary: £30000 - £48000 per annum + bonus +Full bens
Posted: Yesterday
City, London
Venturi
Salary: £65000 - £71500 per annum + benefits
Posted: 2 days ago