The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 554 563 593
Rank change year-on-year
+9 +30
Permanent jobs citing Data Cleansing 99 99 99
As % of all permanent IT jobs located in London 0.25% 0.23% 0.20%
As % of the Processes & Methodologies category 0.27% 0.26% 0.23%
Number of salaries quoted 87 68 80
Median salary £42,750 £65,000 £52,500
Median salary % change year-on-year
-34.23% +23.80%
90% offered a salary of more than £30,000 £33,911 £40,450
10% offered a salary of more than £77,500 £86,500 £75,000
UK excluding London median salary £42,500 £40,000 £44,000
% change year-on-year
+6.25% -9.09%
Data Cleansing
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
36081 37892 43030
As % of all permanent IT jobs located in London 89.49% 87.55% 86.92%
Number of salaries quoted 31160 31705 35710
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Cleansing
Jobs Demand Trend in London

The demand trend of job ads across the 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 London

Data Cleansing
Salary Trend in London

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

Data Cleansing Salary Trend in London

Data Cleansing
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Cleansing across the London region over the 3 months to 31 May 2016.

Data Cleansing Salary Histogram in London

Data Cleansing
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the London region over the 3 months to 31 May 2016. 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
(Click see detailed
statistics and trends)
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
City of London +54 18 £45,000 -21.73% 2
Wimbledon - 5 - -
Hayes - 4 £42,000 -
Twickenham - 4 £42,000 -
Sidcup - 3 £42,750 -
Croydon -9 1 £40,000 -
New Malden - 1 £40,000 -
Bromley - 1 £47,500 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 31 May 2016, 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 London region with a requirement for Data Cleansing.

1 101 (55.49%) SQL
2 85 (46.70%) Finance
3 66 (36.26%) MS Excel
3 66 (36.26%) Data Management
4 60 (32.97%) Microsoft
5 58 (31.87%) Data Quality
6 54 (29.67%) ETL
7 51 (28.02%) Business Intelligence
8 48 (26.37%) Analytical Skills
9 45 (24.73%) Analytics
10 43 (23.63%) Tableau
11 41 (22.53%) Data Analysis
12 40 (21.98%) Degree
13 37 (20.33%) SQL Server
14 33 (18.13%) Data Modelling
15 32 (17.58%) Data Warehouse
16 31 (17.03%) Oracle
17 30 (16.48%) VBA
17 30 (16.48%) Migration
17 30 (16.48%) Banking
18 27 (14.84%) CRM
18 27 (14.84%) Visualisation
19 26 (14.29%) T-SQL
20 25 (13.74%) QlikView
21 24 (13.19%) SQL Server Reporting Services
22 23 (12.64%) MS Access
23 22 (12.09%) Salesforce.com
23 22 (12.09%) Stakeholder Management
23 22 (12.09%) SQL Server Integration Services
23 22 (12.09%) Data Analytics

Data Cleansing
Top Related IT Skills in 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 16 (8.79%) SAS
2 5 (2.75%) Liferay
3 3 (1.65%) Apache Spark
3 3 (1.65%) SharePoint
4 1 (0.55%) CMS
4 1 (0.55%) Elasticsearch
Applications
1 66 (36.26%) MS Excel
2 21 (11.54%) MS Office
3 15 (8.24%) SPSS
4 10 (5.49%) MS PowerPoint
5 5 (2.75%) MS Visio
6 3 (1.65%) MS Project
Business Applications
1 17 (9.34%) Dynamics CRM
2 6 (3.30%) Salesforce.com CRM
3 5 (2.75%) SAP Oil and Gas
4 1 (0.55%) Dynamics AX
4 1 (0.55%) FastStats
4 1 (0.55%) FastStats PeopleStage
Cloud Services
1 7 (3.85%) Amazon AWS
2 5 (2.75%) Amazon EC2
3 1 (0.55%) FinancialForce.com
3 1 (0.55%) Force.com
3 1 (0.55%) Google Apps
Communications & Networking
1 1 (0.55%) SNA
Database & Business Intelligence
1 37 (20.33%) SQL Server
2 32 (17.58%) Data Warehouse
3 25 (13.74%) QlikView
4 24 (13.19%) SQL Server Reporting Services
5 23 (12.64%) MS Access
6 22 (12.09%) SQL Server Integration Services
7 15 (8.24%) Big Data
8 13 (7.14%) PowerPivot
8 13 (7.14%) Spotfire
9 11 (6.04%) Data Mining
10 10 (5.49%) Relational Database
10 10 (5.49%) SAP Data Services
10 10 (5.49%) SQL Server Analysis Services
11 9 (4.95%) BusinessObjects
11 9 (4.95%) Oracle Reports
11 9 (4.95%) Power BI
12 7 (3.85%) Microsoft Analysis Services
13 6 (3.30%) Oracle BI EE
13 6 (3.30%) SQL Server 2014
14 5 (2.75%) Amazon Redshift
Development Applications
1 10 (5.49%) LSMW
2 3 (1.65%) Visual Studio
3 2 (1.10%) SQL Server Management Studio (SSMS)
4 1 (0.55%) ERwin
4 1 (0.55%) Git (software)
4 1 (0.55%) MSTest
4 1 (0.55%) NUnit
4 1 (0.55%) Oracle APEX
4 1 (0.55%) Subversion
4 1 (0.55%) Talend Open Studio
General
1 85 (46.70%) Finance
2 30 (16.48%) Banking
3 20 (10.99%) Retail
4 19 (10.44%) Marketing
5 18 (9.89%) Legal
6 9 (4.95%) Billing
6 9 (4.95%) Financial Institution
7 8 (4.40%) International Banking
8 5 (2.75%) Electronics
8 5 (2.75%) Manufacturing
8 5 (2.75%) Telecoms
9 3 (1.65%) Games
10 2 (1.10%) Front Office
11 1 (0.55%) French Language
11 1 (0.55%) German Language
11 1 (0.55%) Pharmaceutical
11 1 (0.55%) Publishing
Job Titles
1 58 (31.87%) Analyst
2 28 (15.38%) Developer
3 27 (14.84%) Data Analyst
4 24 (13.19%) Administrator
5 21 (11.54%) Consultant
6 20 (10.99%) Data Manager
7 18 (9.89%) Data Consultant
7 18 (9.89%) SQL Analyst
8 13 (7.14%) Business Analyst
9 11 (6.04%) Senior Consultant
10 10 (5.49%) Business Intelligence Analyst
10 10 (5.49%) Excel Developer
10 10 (5.49%) Excel VBA Developer
10 10 (5.49%) Financial Analyst
10 10 (5.49%) Migration Consultant
10 10 (5.49%) SAP Consultant
10 10 (5.49%) SAP Data Consultant
10 10 (5.49%) Senior SAP Consultant
10 10 (5.49%) SQL Developer
10 10 (5.49%) VBA Developer
Libraries, Frameworks & Software Standards
1 10 (5.49%) MDX
2 7 (3.85%) .NET
3 3 (1.65%) D3.js
3 3 (1.65%) Web Services
3 3 (1.65%) XML
4 2 (1.10%) ASP.NET
4 2 (1.10%) ASP.NET Web API
4 2 (1.10%) HTML
5 1 (0.55%) .NET Framework
5 1 (0.55%) AngularJS
5 1 (0.55%) ASP.NET MVC
5 1 (0.55%) ASP.NET MVC 4
5 1 (0.55%) ASP.NET MVC 5
5 1 (0.55%) CGI
5 1 (0.55%) COM
5 1 (0.55%) CSS
5 1 (0.55%) GraphX
5 1 (0.55%) HTML5
5 1 (0.55%) Visualforce
Miscellaneous
1 48 (26.37%) Analytical Skills
2 27 (14.84%) Visualisation
3 21 (11.54%) Computer Science
4 17 (9.34%) Management Information System
5 14 (7.69%) Data Integration
5 14 (7.69%) Mathematics
6 8 (4.40%) Reference Data
7 5 (2.75%) Data Extraction
7 5 (2.75%) Replication
8 4 (2.20%) Data Protection Act
9 3 (1.65%) Data Conversion
9 3 (1.65%) Online Games
9 3 (1.65%) Statistics
10 2 (1.10%) CMDB
10 2 (1.10%) Enterprise Software
11 1 (0.55%) Algorithms
11 1 (0.55%) Data Centre
11 1 (0.55%) Life Science
11 1 (0.55%) Linked Data
11 1 (0.55%) User Experience
Operating Systems
1 10 (5.49%) Linux
2 5 (2.75%) Unix
3 1 (0.55%) Debian
Processes & Methodologies
1 66 (36.26%) Data Management
2 54 (29.67%) ETL
3 51 (28.02%) Business Intelligence
4 45 (24.73%) Analytics
5 41 (22.53%) Data Analysis
6 33 (18.13%) Data Modelling
7 30 (16.48%) Migration
8 27 (14.84%) CRM
9 22 (12.09%) Data Analytics
9 22 (12.09%) Stakeholder Management
10 20 (10.99%) Data Governance
11 16 (8.79%) Validation
12 15 (8.24%) Data Migration
12 15 (8.24%) Data Validation
12 15 (8.24%) Data Visualisation
13 14 (7.69%) Data Architecture
14 13 (7.14%) Data Protection
15 12 (6.59%) Continuous Improvement
16 10 (5.49%) Anti-Money Laundering
16 10 (5.49%) User Acceptance Testing
Programming Languages
1 101 (55.49%) SQL
2 30 (16.48%) VBA
3 26 (14.29%) T-SQL
4 14 (7.69%) C#
5 9 (4.95%) Python
6 8 (4.40%) ABAP
7 7 (3.85%) R
8 6 (3.30%) Java
9 4 (2.20%) PHP
9 4 (2.20%) PL/SQL
10 3 (1.65%) Data Analysis Expressions (DAX)
10 3 (1.65%) JavaScript
10 3 (1.65%) Scala
10 3 (1.65%) VB
11 2 (1.10%) Shell Script
12 1 (0.55%) Apex Code
12 1 (0.55%) Groovy
12 1 (0.55%) SOQL
Qualifications
1 40 (21.98%) Degree
2 6 (3.30%) Security Cleared
3 2 (1.10%) Chartered Engineer
3 2 (1.10%) SAP Certification
4 1 (0.55%) PhD
Quality Assurance & Compliance
1 58 (31.87%) Data Quality
2 18 (9.89%) EMIR
3 10 (5.49%) CRD IV
3 10 (5.49%) MiFID
4 9 (4.95%) PCI DSS
5 8 (4.40%) Dodd-Frank
5 8 (4.40%) FATCA
6 5 (2.75%) ISO/IEC 27001
7 2 (1.10%) QA
8 1 (0.55%) ISO 9001
System Software
1 5 (2.75%) Active Directory
Vendors
1 60 (32.97%) Microsoft
2 43 (23.63%) Tableau
3 31 (17.03%) Oracle
4 22 (12.09%) Salesforce.com
5 17 (9.34%) SAP
6 9 (4.95%) Informatica
7 6 (3.30%) Cognos
8 4 (2.20%) Hyperion
8 4 (2.20%) IBM
9 3 (1.65%) DataFlux
9 3 (1.65%) Pardot
10 2 (1.10%) Sage
10 2 (1.10%) Sybase
11 1 (0.55%) Cognizant
11 1 (0.55%) Google
11 1 (0.55%) hybris
11 1 (0.55%) IBM Sterling
11 1 (0.55%) MicroStrategy
11 1 (0.55%) Talend
11 1 (0.55%) Teradata
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