The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
London / City of London
Rank 202 252 292
Rank change year-on-year
+50 +40
Permanent jobs citing Data Cleansing 22 6 22
As % of all permanent IT jobs located in the City of London 0.44% 0.094% 0.22%
As % of the Processes & Methodologies category 0.50% 0.11% 0.25%
Number of salaries quoted 22 4 17
Median salary £40,000 £85,000 £42,500
Median salary % change year-on-year
-52.94% +100.00%
90% offered a salary of more than £37,500 £59,500 £29,900
10% offered a salary of more than £57,500 £152,500 £69,500
UK excluding London median salary £37,500 £35,000 £42,500
% change year-on-year
+7.14% -17.64%

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4402 5638 8699
As % of all permanent IT jobs located in the City of London 87.78% 88.62% 85.43%
Number of salaries quoted 3988 5033 7540
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £39,000
10% offered a salary of more than £90,000 £82,500 £87,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London 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 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 across the City of London region.

Data Cleansing Salary Trend in the City of London

Data Cleansing
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Cleansing across the City of London region over the 3 months to 16 January 2017.

Data Cleansing Salary Histogram in the City of London

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

For the 6 months to 16 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 City of London region with a requirement for Data Cleansing.

1 25 (60.98%) SQL
2 18 (43.90%) Data Analysis
3 15 (36.59%) Finance
4 13 (31.71%) Business Intelligence
4 13 (31.71%) Data Quality
5 12 (29.27%) CRM
5 12 (29.27%) ETL
5 12 (29.27%) Legal
6 10 (24.39%) Project Management
6 10 (24.39%) Data Integration
6 10 (24.39%) Analytics
6 10 (24.39%) Analytical Skills
7 9 (21.95%) Line Management
7 9 (21.95%) User Acceptance Testing
7 9 (21.95%) Time Management
7 9 (21.95%) Visualisation
7 9 (21.95%) Validation
7 9 (21.95%) Data Mining
7 9 (21.95%) Microsoft
7 9 (21.95%) MS Excel
8 8 (19.51%) Python
8 8 (19.51%) Data Modelling
8 8 (19.51%) Big Data
9 7 (17.07%) VBA
9 7 (17.07%) Management Information System
9 7 (17.07%) Marketing
9 7 (17.07%) SQL Server Reporting Services
10 6 (14.63%) MDX
10 6 (14.63%) Microsoft Analysis Services
10 6 (14.63%) Billing

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 (4.88%) Apache Spark
Applications
1 9 (21.95%) MS Excel
2 3 (7.32%) MS Office
2 3 (7.32%) MS Visio
3 2 (4.88%) MS PowerPoint
4 1 (2.44%) MS Project
Cloud Services
1 3 (7.32%) Amazon AWS
2 2 (4.88%) Cloud Computing
3 1 (2.44%) Amazon Kinesis
3 1 (2.44%) Amazon S3
3 1 (2.44%) Amazon SQS
Database & Business Intelligence
1 9 (21.95%) Data Mining
2 8 (19.51%) Big Data
3 7 (17.07%) SQL Server Reporting Services
4 6 (14.63%) Microsoft Analysis Services
4 6 (14.63%) Power BI
4 6 (14.63%) PowerPivot
5 5 (12.20%) Data Warehouse
5 5 (12.20%) Hadoop
6 4 (9.76%) Relational Database
7 3 (7.32%) NoSQL
7 3 (7.32%) SQL Server
8 2 (4.88%) Data Mart
8 2 (4.88%) MS Access
8 2 (4.88%) RDBMS
8 2 (4.88%) SQL Server Analysis Services
9 1 (2.44%) Amazon Redshift
9 1 (2.44%) Apache Hive
9 1 (2.44%) Qlik Sense
9 1 (2.44%) QlikView
9 1 (2.44%) SQL Server Integration Services
Development Applications
1 3 (7.32%) Git (software)
2 1 (2.44%) GitLab
2 1 (2.44%) IntelliJ
2 1 (2.44%) Subversion
General
1 15 (36.59%) Finance
2 12 (29.27%) Legal
3 7 (17.07%) Marketing
4 6 (14.63%) Billing
5 4 (9.76%) Banking
6 2 (4.88%) Pharmaceutical
7 1 (2.44%) Corporate Banking
7 1 (2.44%) Financial Institution
7 1 (2.44%) Law
Job Titles
1 11 (26.83%) Administrator
2 9 (21.95%) Business Intelligence Lead
3 7 (17.07%) Analyst
3 7 (17.07%) Developer
4 5 (12.20%) Data Administrator
4 5 (12.20%) Data Analyst
4 5 (12.20%) Team Leader
5 4 (9.76%) Business Developer
5 4 (9.76%) Business Intelligence Developer
5 4 (9.76%) Data Engineer
5 4 (9.76%) Lead Developer
5 4 (9.76%) Senior Analyst
6 3 (7.32%) Data Quality Analyst
6 3 (7.32%) Data Scientist
6 3 (7.32%) DBA
6 3 (7.32%) Quality Analyst
6 3 (7.32%) Senior Data Quality Analyst
6 3 (7.32%) Senior Data Scientist
6 3 (7.32%) Senior Quality Analyst
7 2 (4.88%) PMO Manager
Libraries, Frameworks & Software Standards
1 6 (14.63%) MDX
2 3 (7.32%) NumPy
2 3 (7.32%) Pandas
2 3 (7.32%) scikit-learn
3 2 (4.88%) COM
3 2 (4.88%) Web Services
4 1 (2.44%) D3.js
4 1 (2.44%) Matplotlib
Miscellaneous
1 10 (24.39%) Analytical Skills
1 10 (24.39%) Data Integration
2 9 (21.95%) Visualisation
3 7 (17.07%) Management Information System
4 5 (12.20%) Computer Science
5 4 (9.76%) Mathematics
5 4 (9.76%) Statistics
6 3 (7.32%) Algorithms
6 3 (7.32%) Neural Network
7 2 (4.88%) Data Centre
8 1 (2.44%) Equities
8 1 (2.44%) Fintech
8 1 (2.44%) Hedge funds
8 1 (2.44%) Life Science
8 1 (2.44%) Market Risk
8 1 (2.44%) PMI
8 1 (2.44%) Replication
8 1 (2.44%) Social Media
8 1 (2.44%) Social Network
8 1 (2.44%) Swaptions
Operating Systems
1 1 (2.44%) Linux
1 1 (2.44%) Ubuntu
Processes & Methodologies
1 18 (43.90%) Data Analysis
2 13 (31.71%) Business Intelligence
3 12 (29.27%) CRM
3 12 (29.27%) ETL
4 10 (24.39%) Analytics
4 10 (24.39%) Project Management
5 9 (21.95%) Line Management
5 9 (21.95%) Time Management
5 9 (21.95%) User Acceptance Testing
5 9 (21.95%) Validation
6 8 (19.51%) Data Modelling
7 5 (12.20%) Data Architecture
7 5 (12.20%) Kimball Methodology
7 5 (12.20%) Machine Learning
8 4 (9.76%) Customer Analytics
8 4 (9.76%) Data Visualisation
8 4 (9.76%) Digital Marketing
8 4 (9.76%) Marketing Intelligence
8 4 (9.76%) Mentoring
8 4 (9.76%) Performance Tuning
Programming Languages
1 25 (60.98%) SQL
2 8 (19.51%) Python
3 7 (17.07%) VBA
4 6 (14.63%) T-SQL
5 5 (12.20%) C#
5 5 (12.20%) Data Analysis Expressions (DAX)
6 2 (4.88%) Bash Shell
6 2 (4.88%) C
7 1 (2.44%) Java
7 1 (2.44%) R
7 1 (2.44%) Scala
Qualifications
1 3 (7.32%) Degree
1 3 (7.32%) PhD
2 1 (2.44%) APMP
2 1 (2.44%) PMI Certification
2 1 (2.44%) PMP
Quality Assurance & Compliance
1 13 (31.71%) Data Quality
2 3 (7.32%) SLA
3 2 (4.88%) QA
4 1 (2.44%) P3O
4 1 (2.44%) PCI DSS
System Software
1 1 (2.44%) Docker
Vendors
1 9 (21.95%) Microsoft
2 6 (14.63%) Tableau
3 2 (4.88%) Oracle
3 2 (4.88%) Salesforce.com
4 1 (2.44%) Atlassian
4 1 (2.44%) EXASOL
4 1 (2.44%) MicroStrategy
City, London
Robert Half
Salary: £25000 - £30000 per annum
Posted: 10 hours ago
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £35,000 per annum
Posted: 5 days ago
City, London
Best Practice Talent Solutions
Salary: From £45,000 to £55,000 per annum
Posted: 5 days ago
City, London
ARC IT Recruitment Ltd
Salary: £35000 - £40000 per annum + Plus Excellent Benefits
Posted: 3 days ago
City of London
Venturi
Salary: £30000 - £48000 per annum + bonus +Full bens
Posted: 7 days ago