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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 557 563 596
Rank change year-on-year
+6 +33
Permanent jobs citing Data Cleansing 95 107 91
As % of all permanent IT jobs located in London 0.23% 0.24% 0.19%
As % of the Processes & Methodologies category 0.25% 0.28% 0.21%
Number of salaries quoted 85 75 68
Median salary £42,500 £60,000 £52,500
Median salary % change year-on-year
-29.16% +14.28%
90% offered a salary of more than £30,900 £33,911 £33,000
10% offered a salary of more than £77,500 £96,000 £78,250
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year
+2.46% +1.25%
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
37500 38879 42449
As % of all permanent IT jobs located in London 89.15% 87.12% 86.54%
Number of salaries quoted 32276 32440 34886
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 £39,863 £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 5 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 5 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 +51 19 £42,500 -22.72% 4
Hayes - 5 £42,500 - 1
Twickenham - 5 £42,500 -
Croydon - 1 £40,000 -
New Malden - 1 £40,000 -
Wimbledon - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 5 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 98 (55.06%) SQL
2 80 (44.94%) Finance
3 64 (35.96%) Data Management
4 61 (34.27%) Microsoft
5 60 (33.71%) MS Excel
6 54 (30.34%) Business Intelligence
7 47 (26.40%) Data Analysis
7 47 (26.40%) Data Quality
8 44 (24.72%) Degree
9 43 (24.16%) Analytics
10 40 (22.47%) ETL
11 39 (21.91%) Tableau
12 34 (19.10%) Analytical Skills
13 33 (18.54%) Data Warehouse
14 32 (17.98%) Banking
15 31 (17.42%) SQL Server
15 31 (17.42%) Migration
16 30 (16.85%) CRM
17 29 (16.29%) Oracle
18 25 (14.04%) VBA
18 25 (14.04%) MS Office
19 24 (13.48%) Data Modelling
20 23 (12.92%) QlikView
21 22 (12.36%) Retail
21 22 (12.36%) Stakeholder Management
21 22 (12.36%) Data Analytics
22 21 (11.80%) Salesforce.com
22 21 (11.80%) T-SQL
22 21 (11.80%) Marketing
23 20 (11.24%) SQL Server Reporting Services

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 18 (10.11%) SAS
2 7 (3.93%) Liferay
3 3 (1.69%) Apache Spark
3 3 (1.69%) Elasticsearch
4 1 (0.56%) CMS
Applications
1 60 (33.71%) MS Excel
2 25 (14.04%) MS Office
3 15 (8.43%) SPSS
4 9 (5.06%) MS PowerPoint
5 4 (2.25%) MS Visio
6 3 (1.69%) MS Project
Business Applications
1 20 (11.24%) Dynamics CRM
2 7 (3.93%) SAP Oil and Gas
3 6 (3.37%) Salesforce.com CRM
4 2 (1.12%) FastStats
4 2 (1.12%) FastStats PeopleStage
5 1 (0.56%) Adobe Campaign
5 1 (0.56%) Dynamics AX
5 1 (0.56%) Eloqua
5 1 (0.56%) Oracle Applications
5 1 (0.56%) ResourceLink
5 1 (0.56%) Unica
5 1 (0.56%) Unit4 Business World
Cloud Services
1 6 (3.37%) Amazon AWS
2 5 (2.81%) Amazon EC2
3 1 (0.56%) FinancialForce.com
3 1 (0.56%) Force.com
3 1 (0.56%) GitHub
3 1 (0.56%) Google Apps
Communications & Networking
1 1 (0.56%) SNA
Database & Business Intelligence
1 33 (18.54%) Data Warehouse
2 31 (17.42%) SQL Server
3 23 (12.92%) QlikView
4 20 (11.24%) MS Access
4 20 (11.24%) SQL Server Integration Services
4 20 (11.24%) SQL Server Reporting Services
5 17 (9.55%) Big Data
6 14 (7.87%) Data Mining
6 14 (7.87%) Spotfire
7 8 (4.49%) Oracle Reports
7 8 (4.49%) Relational Database
8 7 (3.93%) BusinessObjects
8 7 (3.93%) Oracle BI EE
8 7 (3.93%) PowerPivot
9 6 (3.37%) Microsoft Analysis Services
9 6 (3.37%) SAP Data Services
9 6 (3.37%) SQL Server Analysis Services
10 5 (2.81%) Amazon Redshift
10 5 (2.81%) Power BI
11 4 (2.25%) Hadoop
Development Applications
1 7 (3.93%) LSMW
2 3 (1.69%) Visual Studio
3 2 (1.12%) InstallShield
3 2 (1.12%) SQL Server Management Studio (SSMS)
4 1 (0.56%) ERwin
4 1 (0.56%) Git (software)
4 1 (0.56%) MSTest
4 1 (0.56%) NUnit
4 1 (0.56%) Oracle APEX
4 1 (0.56%) Subversion
4 1 (0.56%) Talend Open Studio
General
1 80 (44.94%) Finance
2 32 (17.98%) Banking
3 22 (12.36%) Retail
4 21 (11.80%) Marketing
5 14 (7.87%) Legal
6 9 (5.06%) Financial Institution
7 8 (4.49%) International Banking
8 7 (3.93%) Electronics
8 7 (3.93%) Manufacturing
8 7 (3.93%) Telecoms
9 6 (3.37%) Billing
10 5 (2.81%) Games
11 3 (1.69%) Front Office
12 2 (1.12%) Law
13 1 (0.56%) French Language
13 1 (0.56%) German Language
13 1 (0.56%) Pharmaceutical
Job Titles
1 59 (33.15%) Analyst
2 27 (15.17%) Data Analyst
3 25 (14.04%) Developer
4 22 (12.36%) Administrator
4 22 (12.36%) Data Manager
5 18 (10.11%) Consultant
6 17 (9.55%) SQL Analyst
7 16 (8.99%) Data Consultant
8 14 (7.87%) Business Analyst
9 10 (5.62%) Business Intelligence Analyst
10 9 (5.06%) Excel Developer
10 9 (5.06%) Report Analyst
11 8 (4.49%) Data Business Analyst
11 8 (4.49%) Excel Analyst
11 8 (4.49%) Excel VBA Developer
11 8 (4.49%) VBA Developer
12 7 (3.93%) Financial Analyst
12 7 (3.93%) Senior Consultant
12 7 (3.93%) Senior Manager
12 7 (3.93%) SQL Developer
Libraries, Frameworks & Software Standards
1 11 (6.18%) .NET
2 7 (3.93%) HTML
2 7 (3.93%) MDX
3 6 (3.37%) HTML5
4 5 (2.81%) D3.js
5 4 (2.25%) AngularJS
5 4 (2.25%) Web Services
6 3 (1.69%) ASP.NET
7 2 (1.12%) ASP.NET MVC
7 2 (1.12%) ASP.NET MVC 4
7 2 (1.12%) ASP.NET Web API
7 2 (1.12%) GraphX
7 2 (1.12%) Software Packaging
8 1 (0.56%) ASP.NET MVC 3
8 1 (0.56%) ASP.NET MVC 5
8 1 (0.56%) HATEOAS
8 1 (0.56%) RabbitMQ
8 1 (0.56%) REST
8 1 (0.56%) Visualforce
8 1 (0.56%) WPF
Miscellaneous
1 34 (19.10%) Analytical Skills
2 20 (11.24%) Visualisation
3 18 (10.11%) Computer Science
4 13 (7.30%) Data Integration
5 11 (6.18%) Management Information System
6 10 (5.62%) Mathematics
7 8 (4.49%) Reference Data
8 4 (2.25%) Data Protection Act
9 3 (1.69%) Online Games
9 3 (1.69%) Statistics
10 2 (1.12%) CMDB
10 2 (1.12%) Data Conversion
10 2 (1.12%) Enterprise Software
10 2 (1.12%) Replication
11 1 (0.56%) Data Extraction
11 1 (0.56%) Life Science
11 1 (0.56%) Linked Data
11 1 (0.56%) Semantic Web
11 1 (0.56%) Social Network
11 1 (0.56%) User Experience
Operating Systems
1 10 (5.62%) Linux
2 5 (2.81%) Unix
3 1 (0.56%) Debian
Processes & Methodologies
1 64 (35.96%) Data Management
2 54 (30.34%) Business Intelligence
3 47 (26.40%) Data Analysis
4 43 (24.16%) Analytics
5 40 (22.47%) ETL
6 31 (17.42%) Migration
7 30 (16.85%) CRM
8 24 (13.48%) Data Modelling
9 22 (12.36%) Data Analytics
9 22 (12.36%) Stakeholder Management
10 18 (10.11%) Data Migration
11 15 (8.43%) Data Governance
12 14 (7.87%) Validation
13 13 (7.30%) Data Architecture
13 13 (7.30%) Data Protection
13 13 (7.30%) Data Validation
14 12 (6.74%) User Acceptance Testing
15 11 (6.18%) SDLC
16 10 (5.62%) Anti-Money Laundering
16 10 (5.62%) Data Visualisation
Programming Languages
1 98 (55.06%) SQL
2 25 (14.04%) VBA
3 21 (11.80%) T-SQL
4 13 (7.30%) C#
5 8 (4.49%) Python
6 7 (3.93%) Java
6 7 (3.93%) R
7 5 (2.81%) ABAP
7 5 (2.81%) PL/SQL
8 4 (2.25%) JavaScript
8 4 (2.25%) PHP
8 4 (2.25%) Scala
8 4 (2.25%) VB
9 2 (1.12%) PowerShell
9 2 (1.12%) Shell Script
10 1 (0.56%) Apex Code
10 1 (0.56%) F#
10 1 (0.56%) Groovy
10 1 (0.56%) SOQL
Qualifications
1 44 (24.72%) Degree
2 5 (2.81%) Security Cleared
3 2 (1.12%) Chartered Engineer
3 2 (1.12%) ITIL Certification
4 1 (0.56%) PhD
4 1 (0.56%) SAP Certification
Quality Assurance & Compliance
1 47 (26.40%) Data Quality
2 18 (10.11%) EMIR
3 10 (5.62%) CRD IV
3 10 (5.62%) MiFID
4 8 (4.49%) Dodd-Frank
4 8 (4.49%) FATCA
5 7 (3.93%) ISO/IEC 27001
6 6 (3.37%) PCI DSS
7 4 (2.25%) QA
8 1 (0.56%) ISO 9001
System Software
1 7 (3.93%) Active Directory
2 1 (0.56%) Apache Flume
Vendors
1 61 (34.27%) Microsoft
2 39 (21.91%) Tableau
3 29 (16.29%) Oracle
4 21 (11.80%) Salesforce.com
5 17 (9.55%) SAP
6 6 (3.37%) IBM
6 6 (3.37%) Informatica
7 4 (2.25%) Hyperion
8 3 (1.69%) Cognos
8 3 (1.69%) DataFlux
9 2 (1.12%) MicroStrategy
9 2 (1.12%) Pardot
9 2 (1.12%) Sage
9 2 (1.12%) Sybase
9 2 (1.12%) Teradata
10 1 (0.56%) Adobe
10 1 (0.56%) Cognizant
10 1 (0.56%) HP
10 1 (0.56%) Salesforce Marketing Cloud
10 1 (0.56%) Xerox
Kingston Upon Thames, Surrey
Quant Capital
Salary: Up to £26,000 per annum Bonus Medical Pension
Posted: 18 hours ago
City, London
Hays Finance Technology
Salary: £40000.00 - £50000.00 per annum
Posted: Yesterday
City, London
Streamline Connections
Salary: £45000 - £55000 per annum + Benefits
Posted: 2 days ago
London
Mason Frank International
Salary: £25000 - £30000 per annum + Benefits
Posted: 18 days ago
City of London
Venturi
Salary: £21000.00 - £24000.00 per annum + benefits
Posted: 22 days ago