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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 524 586 582
Rank change year-on-year
+62 -4
Permanent jobs citing Data Cleansing 100 82 87
As % of all permanent IT jobs located in London 0.26% 0.19% 0.19%
As % of the Processes & Methodologies category 0.29% 0.21% 0.22%
Number of salaries quoted 88 52 74
Median salary £50,000 £48,750 £49,000
Median salary % change year-on-year
+2.56% -0.51%
90% offered a salary of more than £26,300 £29,088 £38,000
10% offered a salary of more than £75,000 £85,000 £79,200
UK excluding London median salary £40,000 £40,000 £40,000
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
34035 38880 39816
As % of all permanent IT jobs located in London 89.79% 88.28% 86.75%
Number of salaries quoted 29400 32828 32754
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 29 September 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 29 September 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 +46 19 £57,500 -4.16% 2
Wimbledon - 7 - -
Beckenham - 5 £42,500 - 1
Croydon +6 3 £50,000 +25.00%
Uxbridge - 2 £41,250 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 29 September 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.

1 129 (67.19%) SQL
2 89 (46.35%) Business Intelligence
3 85 (44.27%) Finance
4 82 (42.71%) ETL
5 76 (39.58%) Microsoft
5 76 (39.58%) Data Quality
6 66 (34.38%) MS Excel
7 65 (33.85%) Data Management
8 61 (31.77%) Migration
9 56 (29.17%) Analytical Skills
10 55 (28.65%) Oracle
11 54 (28.13%) SQL Server
11 54 (28.13%) Data Migration
12 52 (27.08%) Data Analysis
13 48 (25.00%) Data Modelling
13 48 (25.00%) Tableau
14 45 (23.44%) Degree
15 42 (21.88%) Data Warehouse
16 41 (21.35%) T-SQL
16 41 (21.35%) Visualisation
17 40 (20.83%) Analytics
18 34 (17.71%) Legal
18 34 (17.71%) SQL Server Reporting Services
19 33 (17.19%) CRM
20 31 (16.15%) PowerPivot
21 30 (15.63%) Management Information System
21 30 (15.63%) SQL Server Analysis Services
22 29 (15.10%) Marketing
23 27 (14.06%) VBA
24 26 (13.54%) SQL Server Integration 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 10 (5.21%) SharePoint
2 5 (2.60%) SAS
3 1 (0.52%) Oracle Workflow
Applications
1 66 (34.38%) MS Excel
2 23 (11.98%) MS Office
3 11 (5.73%) MS PowerPoint
4 7 (3.65%) MS Visio
5 4 (2.08%) SPSS
6 3 (1.56%) MS Project
Business Applications
1 4 (2.08%) Dynamics CRM
2 2 (1.04%) Adobe Campaign
2 2 (1.04%) Oracle CRM
3 1 (0.52%) Cognos TM1
3 1 (0.52%) Dynamics AX
3 1 (0.52%) Investran
3 1 (0.52%) Oracle EBS
3 1 (0.52%) Oracle ERP
3 1 (0.52%) Salesforce.com CRM
3 1 (0.52%) SAP Oil and Gas
Cloud Services
1 3 (1.56%) Amazon AWS
2 1 (0.52%) Force.com
2 1 (0.52%) SaaS
Communications & Networking
1 10 (5.21%) Internet
2 5 (2.60%) Intranet
Database & Business Intelligence
1 54 (28.13%) SQL Server
2 42 (21.88%) Data Warehouse
3 34 (17.71%) SQL Server Reporting Services
4 31 (16.15%) PowerPivot
5 30 (15.63%) SQL Server Analysis Services
6 26 (13.54%) SQL Server Integration Services
7 25 (13.02%) Power BI
8 22 (11.46%) SQL Server 2014
9 21 (10.94%) Relational Database
10 20 (10.42%) QlikView
10 20 (10.42%) SQL Server 2012
11 15 (7.81%) Big Data
12 14 (7.29%) Microsoft Analysis Services
13 13 (6.77%) Data Mining
13 13 (6.77%) MS Access
13 13 (6.77%) SAP Data Services
14 12 (6.25%) BusinessObjects
15 10 (5.21%) SQL Server 2016
15 10 (5.21%) Star Schema
16 8 (4.17%) Oracle Database
Development Applications
1 12 (6.25%) LSMW
2 10 (5.21%) ERwin
3 5 (2.60%) Talend Open Studio
4 2 (1.04%) Visual Studio
5 1 (0.52%) MSTest
5 1 (0.52%) NUnit
General
1 85 (44.27%) Finance
2 34 (17.71%) Legal
3 29 (15.10%) Marketing
4 20 (10.42%) Retail
5 17 (8.85%) Billing
6 10 (5.21%) Banking
6 10 (5.21%) Music Industry
7 7 (3.65%) Financial Institution
7 7 (3.65%) Games
8 4 (2.08%) Telecoms
9 3 (1.56%) Front Office
10 2 (1.04%) International Banking
10 2 (1.04%) Pharmaceutical
10 2 (1.04%) Publishing
11 1 (0.52%) Back Office
11 1 (0.52%) Corporate Banking
11 1 (0.52%) Electronics
11 1 (0.52%) Law
11 1 (0.52%) Manufacturing
Job Titles
1 60 (31.25%) Analyst
2 47 (24.48%) Developer
3 29 (15.10%) Data Analyst
4 26 (13.54%) SQL Developer
5 22 (11.46%) Architect
6 21 (10.94%) Business Intelligence Developer
7 17 (8.85%) Data Architect
8 16 (8.33%) Business Intelligence Analyst
8 16 (8.33%) Financial Analyst
8 16 (8.33%) Junior
9 15 (7.81%) Administrator
9 15 (7.81%) Consultant
10 14 (7.29%) Data Consultant
10 14 (7.29%) Data Migration Consultant
10 14 (7.29%) Migration Consultant
11 13 (6.77%) SQL BI Developer
11 13 (6.77%) SSAS Developer
11 13 (6.77%) SSIS Developer
12 12 (6.25%) SAP Data Migration Consultant
12 12 (6.25%) SAP Migration Consultant
Libraries, Frameworks & Software Standards
1 19 (9.90%) MDX
2 10 (5.21%) HTML
2 10 (5.21%) Regular Expression
3 7 (3.65%) .NET
3 7 (3.65%) XML
4 5 (2.60%) COM
4 5 (2.60%) ODBC
5 4 (2.08%) NumPy
5 4 (2.08%) Pandas
5 4 (2.08%) scikit-learn
6 3 (1.56%) REST
6 3 (1.56%) SOAP
7 2 (1.04%) ASP.NET
7 2 (1.04%) ASP.NET MVC
7 2 (1.04%) ASP.NET MVC 5
7 2 (1.04%) D3.js
8 1 (0.52%) ASP.NET MVC 4
8 1 (0.52%) ASP.NET Web API
8 1 (0.52%) Mason
8 1 (0.52%) RESTful
Miscellaneous
1 56 (29.17%) Analytical Skills
2 41 (21.35%) Visualisation
3 30 (15.63%) Management Information System
4 24 (12.50%) Computer Science
4 24 (12.50%) Mathematics
5 16 (8.33%) Data Integration
6 12 (6.25%) Replication
7 11 (5.73%) Social Media
7 11 (5.73%) Statistics
8 9 (4.69%) Data Extraction
9 5 (2.60%) Social Network
10 4 (2.08%) Algorithms
10 4 (2.08%) Data Centre
10 4 (2.08%) Data Conversion
11 3 (1.56%) Neural Network
12 2 (1.04%) CMDB
12 2 (1.04%) Reference Data
13 1 (0.52%) Derivative
13 1 (0.52%) Equity Derivative
13 1 (0.52%) Life Science
Operating Systems
1 5 (2.60%) Windows
2 2 (1.04%) Linux
Processes & Methodologies
1 89 (46.35%) Business Intelligence
2 82 (42.71%) ETL
3 65 (33.85%) Data Management
4 61 (31.77%) Migration
5 54 (28.13%) Data Migration
6 52 (27.08%) Data Analysis
7 48 (25.00%) Data Modelling
8 40 (20.83%) Analytics
9 33 (17.19%) CRM
10 26 (13.54%) Master Data Management
11 23 (11.98%) Data Visualisation
12 22 (11.46%) E-Commerce
13 19 (9.90%) Metadata Management
14 18 (9.38%) Customer Insight
15 15 (7.81%) Information Architecture
15 15 (7.81%) Technical Architecture
15 15 (7.81%) TOGAF
15 15 (7.81%) Zachman Framework
16 14 (7.29%) Data Architecture
16 14 (7.29%) Stakeholder Management
Programming Languages
1 129 (67.19%) SQL
2 41 (21.35%) T-SQL
3 27 (14.06%) VBA
4 19 (9.90%) C#
4 19 (9.90%) Python
5 16 (8.33%) Data Analysis Expressions (DAX)
6 11 (5.73%) ABAP
6 11 (5.73%) JavaScript
7 8 (4.17%) PL/SQL
8 3 (1.56%) R
9 2 (1.04%) C
9 2 (1.04%) Shell Script
Qualifications
1 45 (23.44%) Degree
2 7 (3.65%) PhD
3 2 (1.04%) ITIL Certification
4 1 (0.52%) ISTQB
4 1 (0.52%) SAP Certification
4 1 (0.52%) Security Cleared
Quality Assurance & Compliance
1 76 (39.58%) Data Quality
2 11 (5.73%) PCI DSS
3 7 (3.65%) QA
4 3 (1.56%) SLA
5 2 (1.04%) Dodd-Frank
5 2 (1.04%) EMIR
5 2 (1.04%) FATCA
Systems Management
1 2 (1.04%) Ansible
Vendors
1 76 (39.58%) Microsoft
2 55 (28.65%) Oracle
3 48 (25.00%) Tableau
4 21 (10.94%) Informatica
5 16 (8.33%) Cognos
5 16 (8.33%) SAP
6 15 (7.81%) Salesforce.com
7 10 (5.21%) IBM
7 10 (5.21%) Teradata
8 6 (3.13%) Trillium
9 5 (2.60%) Talend
10 2 (1.04%) Pardot
10 2 (1.04%) Sybase
11 1 (0.52%) Alteryx
11 1 (0.52%) DataFlux
11 1 (0.52%) MuleSoft
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Salary: £55000 - £75000 per annum
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Salary: From £16,000 to £21,000 per annum
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Beckenham
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Salary: £40000 - £50000 per annum + Excellent Benefits
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