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 average salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 28 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Apr 2015
Same period 2014 Same period 2013
Data Cleansing (Data Scrubbing)
Rank 532 572 511
Rank change year-on-year
+40 -61
Permanent jobs citing Data Cleansing 99 90 108
As % of all permanent IT jobs located in London 0.22% 0.18% 0.24%
As % of the Processes & Methodologies category 0.26% 0.22% 0.29%
Number of salaries quoted 74 68 75
Average salary £58,500 £50,000 £52,500
Average salary % change year-on-year
+17.00% -4.76%
90% offered a salary of more than £33,911 £30,000 £32,900
10% offered a salary of more than £95,500 £75,750 £80,000
UK excluding London average salary £41,000 £40,000 £37,500
% change year-on-year
+2.50% +6.66%
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
37877 41021 37478
As % of all permanent IT jobs located in London 84.76% 83.71% 82.97%
Number of salaries quoted 31593 33693 31278
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £37,500 £37,500 £37,000
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

Data Cleansing
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Data Cleansing across the London region as a proportion of the total demand within 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 28 April 2015.

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 average salaries quoted in IT jobs citing Data Cleansing within the London region over the 3 months to 28 April 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +13 9 £55,000 +10.00% 5
Canary Wharf - 2 £70,000 -
Brentford - 1 £54,000 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 28 April 2015, IT jobs across the London region citing Data Cleansing also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Cleansing.

1 119 (53.60%) SQL
2 98 (44.14%) Finance
3 97 (43.69%) Business Intelligence
4 96 (43.24%) ETL
5 81 (36.49%) Analytical Skills
6 68 (30.63%) Analytics
6 68 (30.63%) Oracle
7 62 (27.93%) SQL Server
7 62 (27.93%) Data Warehouse
8 59 (26.58%) Data Modelling
9 55 (24.77%) SQL Server Integration Services
9 55 (24.77%) QlikView
10 45 (20.27%) Degree
11 40 (18.02%) SQL Server Reporting Services
12 37 (16.67%) Visualisation
12 37 (16.67%) Tableau
13 36 (16.22%) Data Analysis
13 36 (16.22%) Agile Software Development
13 36 (16.22%) Migration
13 36 (16.22%) CRM
14 35 (15.77%) MS Excel
15 34 (15.32%) Salesforce.com
16 33 (14.86%) Computer Science
17 32 (14.41%) Project Management
17 32 (14.41%) Validation
18 31 (13.96%) Data Management
18 31 (13.96%) Data Migration
19 30 (13.51%) Marketing
20 29 (13.06%) Workflow
20 29 (13.06%) SAS

Data Cleansing
Top Related IT Skills in London by Category

For the 6 months to 28 April 2015, IT jobs across the London region citing Data Cleansing also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Cleansing. Up to 20 skills are shown per category.

Application Platforms
1 29 (13.06%) SAS
2 20 (9.01%) SharePoint
3 11 (4.95%) Oracle Workflow
4 4 (1.80%) WebSphere
4 4 (1.80%) BizTalk Server
5 2 (0.90%) IIS
Applications
1 35 (15.77%) MS Excel
2 24 (10.81%) SPSS
3 10 (4.50%) PowerPivot
4 3 (1.35%) MS Office
5 2 (0.90%) MS PowerPoint
6 1 (0.45%) MS Visio
Business Applications
1 19 (8.56%) Cognos TM1
2 6 (2.70%) Oracle Financials
2 6 (2.70%) Cognos Business Intelligence
3 5 (2.25%) Dynamics CRM
4 4 (1.80%) Oracle EBS
5 3 (1.35%) Oracle ERP
5 3 (1.35%) Oracle EBS R12
Cloud Services
1 7 (3.15%) SaaS
2 4 (1.80%) Google Analytics
3 3 (1.35%) Cloud Computing
Communications & Networking
1 4 (1.80%) HTTP
1 4 (1.80%) Firewall
2 1 (0.45%) SNA
2 1 (0.45%) Internet
Database & Business Intelligence
1 62 (27.93%) SQL Server
1 62 (27.93%) Data Warehouse
2 55 (24.77%) SQL Server Integration Services
2 55 (24.77%) QlikView
3 40 (18.02%) SQL Server Reporting Services
4 28 (12.61%) OLAP
5 27 (12.16%) Oracle Database
6 25 (11.26%) Data Mining
7 22 (9.91%) Spotfire
7 22 (9.91%) Oracle BI EE
8 17 (7.66%) SQL Server Analysis Services
8 17 (7.66%) Oracle Database 10g
9 16 (7.21%) Oracle Reports
9 16 (7.21%) Oracle OLAP
9 16 (7.21%) SAP Data Services
10 15 (6.76%) BusinessObjects
11 14 (6.31%) Relational Database
12 13 (5.86%) IBM InfoSphere
12 13 (5.86%) DataStage
13 12 (5.41%) Text Mining
Development Applications
1 13 (5.86%) Team Foundation Server
2 12 (5.41%) LSMW
3 11 (4.95%) Toad
4 9 (4.05%) Visual Studio Team System
5 8 (3.60%) Rational Functional Tester
5 8 (3.60%) FitNesse
5 8 (3.60%) QuickTest Pro
6 4 (1.80%) ERwin
7 2 (0.90%) Subversion
8 1 (0.45%) JIRA
8 1 (0.45%) Atlassian Bamboo
8 1 (0.45%) Jenkins
General
1 98 (44.14%) Finance
2 30 (13.51%) Marketing
3 27 (12.16%) Banking
4 19 (8.56%) Legal
5 15 (6.76%) Retail
6 11 (4.95%) Dutch Language
7 7 (3.15%) Games
7 7 (3.15%) Manufacturing
7 7 (3.15%) Financial Institution
7 7 (3.15%) Front Office
8 5 (2.25%) Investment Banking
9 4 (1.80%) Pharmaceutical
10 2 (0.90%) Back Office
10 2 (0.90%) Telecoms
11 1 (0.45%) Advertising
Job Titles
1 48 (21.62%) Developer
2 41 (18.47%) Consultant
3 29 (13.06%) Business Intelligence Developer
4 22 (9.91%) Administrator
5 21 (9.46%) Analyst
6 20 (9.01%) Senior Developer
6 20 (9.01%) Senior Business Intelligence Developer
7 19 (8.56%) Business Developer
8 18 (8.11%) Data Consultant
8 18 (8.11%) Salesforce.com Administrator
9 15 (6.76%) Data Manager
10 13 (5.86%) Architect
10 13 (5.86%) Data Analyst
11 12 (5.41%) Migration Consultant
11 12 (5.41%) SAP Consultant
11 12 (5.41%) SAP Data Migration Consultant
11 12 (5.41%) SAP Data Consultant
11 12 (5.41%) Data Migration Consultant
11 12 (5.41%) Data Analytics Manager
12 10 (4.50%) Data Migration Engineer
Libraries, Frameworks & Software Standards
1 18 (8.11%) .NET
2 17 (7.66%) ASP.NET
3 16 (7.21%) XML
3 16 (7.21%) HTML
4 14 (6.31%) MDX
5 12 (5.41%) WCF
5 12 (5.41%) LINQ
6 9 (4.05%) SOAP
7 8 (3.60%) WSDL
7 8 (3.60%) HTML5
8 5 (2.25%) Mason
9 4 (1.80%) Visualforce
9 4 (1.80%) ASP.NET MVC
9 4 (1.80%) REST
9 4 (1.80%) D3.js
9 4 (1.80%) AngularJS
9 4 (1.80%) ASP.NET MVC 4
9 4 (1.80%) Kendo UI
9 4 (1.80%) jQuery
9 4 (1.80%) WPF
Miscellaneous
1 81 (36.49%) Analytical Skills
2 37 (16.67%) Visualisation
3 33 (14.86%) Computer Science
4 28 (12.61%) Data Integration
5 22 (9.91%) Mathematics
6 13 (5.86%) Management Information System
7 12 (5.41%) Statistics
8 11 (4.95%) GIS
9 10 (4.50%) User Experience
10 6 (2.70%) Oracle Exalytics
10 6 (2.70%) Data Conversion
11 4 (1.80%) Social Media
11 4 (1.80%) Clustering
11 4 (1.80%) Replication
12 3 (1.35%) Device Driver
13 2 (0.90%) Fixed Income
13 2 (0.90%) Digital Media
13 2 (0.90%) Reference Data
13 2 (0.90%) Data Structures
14 1 (0.45%) Performance Metrics
Operating Systems
1 13 (5.86%) UNIX
1 13 (5.86%) Windows
2 4 (1.80%) Linux
3 3 (1.35%) Windows Server 2008
4 2 (0.90%) Windows Server 2012
Processes & Methodologies
1 97 (43.69%) Business Intelligence
2 96 (43.24%) ETL
3 68 (30.63%) Analytics
4 59 (26.58%) Data Modelling
5 36 (16.22%) CRM
5 36 (16.22%) Migration
5 36 (16.22%) Agile Software Development
5 36 (16.22%) Data Analysis
6 32 (14.41%) Validation
6 32 (14.41%) Project Management
7 31 (13.96%) Data Management
7 31 (13.96%) Data Migration
8 29 (13.06%) Workflow
9 26 (11.71%) Information Management
9 26 (11.71%) Data Analytics
10 24 (10.81%) Data Architecture
10 24 (10.81%) Reverse Engineering
10 24 (10.81%) Predictive Modelling
11 22 (9.91%) Data Validation
12 17 (7.66%) Business Analysis
Programming Languages
1 119 (53.60%) SQL
2 25 (11.26%) PL/SQL
3 24 (10.81%) T-SQL
4 17 (7.66%) C#
5 12 (5.41%) ABAP
5 12 (5.41%) R
6 10 (4.50%) C
7 8 (3.60%) JavaScript
8 7 (3.15%) Python
9 5 (2.25%) Java
10 4 (1.80%) Perl
10 4 (1.80%) Apex Code
10 4 (1.80%) VB.NET
11 2 (0.90%) VB
12 1 (0.45%) VBA
Qualifications
1 45 (20.27%) Degree
2 27 (12.16%) Security Cleared
3 11 (4.95%) ITIL Certification
3 11 (4.95%) DV Cleared
4 10 (4.50%) SC Cleared
5 8 (3.60%) ISTQB Foundation Certification
5 8 (3.60%) ISTQB
5 8 (3.60%) ISEB
6 7 (3.15%) SAP Certification
Quality Assurance & Compliance
1 12 (5.41%) Data Quality
2 11 (4.95%) JSP 440
3 10 (4.50%) MiFID
4 9 (4.05%) QA
4 9 (4.05%) EMIR
4 9 (4.05%) CRD IV
5 5 (2.25%) SLA
6 4 (1.80%) Dodd-Frank
7 1 (0.45%) FATCA
Vendors
1 68 (30.63%) Oracle
2 37 (16.67%) Tableau
3 34 (15.32%) Salesforce.com
4 28 (12.61%) SAP
5 26 (11.71%) Microsoft
6 24 (10.81%) Cognos
7 16 (7.21%) Informatica
8 15 (6.76%) Business Objects
9 13 (5.86%) IBM
10 10 (4.50%) Sybase
10 10 (4.50%) Ab Initio
11 9 (4.05%) Teradata
12 6 (2.70%) JD Edwards
12 6 (2.70%) Greenplum
12 6 (2.70%) EMC
12 6 (2.70%) TIBCO
13 5 (2.25%) Bloomberg
13 5 (2.25%) DataFlux
14 4 (1.80%) Jaspersoft
14 4 (1.80%) Omniture
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