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

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 533 609 580
Rank change year-on-year
+76 -29
Permanent jobs citing Data Cleansing 95 56 91
As % of all permanent IT jobs located in London 0.24% 0.13% 0.19%
As % of the Processes & Methodologies category 0.27% 0.15% 0.22%
Number of salaries quoted 84 34 84
Median salary £57,250 £47,500 £47,500
Median salary % change year-on-year
+20.52% -
90% offered a salary of more than £27,500 £28,987 £35,600
10% offered a salary of more than £71,400 £97,000 £74,000
UK excluding London median salary £40,000 £39,500 £40,000
% change year-on-year
+1.26% -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
35258 38275 40938
As % of all permanent IT jobs located in London 89.86% 88.26% 87.04%
Number of salaries quoted 30550 32260 33760
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 £37,620 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
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 August 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 August 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 +53 20 £57,500 -20.68% 2
Wimbledon - 9 - -
Beckenham - 4 £42,500 - 2
Croydon -5 3 £50,000 +25.00% 2
Uxbridge - 2 £41,250 - 1
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 29 August 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.

1 116 (59.49%) SQL
2 88 (45.13%) Finance
3 77 (39.49%) ETL
3 77 (39.49%) Business Intelligence
4 74 (37.95%) Microsoft
4 74 (37.95%) Data Management
5 68 (34.87%) MS Excel
6 60 (30.77%) Analytical Skills
7 59 (30.26%) Migration
8 58 (29.74%) Data Quality
9 52 (26.67%) SQL Server
10 45 (23.08%) Oracle
10 45 (23.08%) Data Analysis
10 45 (23.08%) Data Migration
11 44 (22.56%) Tableau
12 42 (21.54%) Data Modelling
13 41 (21.03%) CRM
13 41 (21.03%) Degree
14 39 (20.00%) Analytics
15 38 (19.49%) T-SQL
16 37 (18.97%) Visualisation
17 34 (17.44%) SQL Server Reporting Services
18 32 (16.41%) Data Warehouse
19 31 (15.90%) Legal
20 29 (14.87%) VBA
20 29 (14.87%) PowerPivot
21 27 (13.85%) Management Information System
21 27 (13.85%) Marketing
22 26 (13.33%) SQL Server Integration Services
22 26 (13.33%) SQL Server Analysis 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 (5.13%) SharePoint
2 3 (1.54%) SAS
3 2 (1.03%) Apache Spark
4 1 (0.51%) Oracle Workflow
Applications
1 68 (34.87%) MS Excel
2 21 (10.77%) MS Office
3 11 (5.64%) MS PowerPoint
4 8 (4.10%) MS Visio
5 3 (1.54%) MS Project
6 2 (1.03%) SPSS
Business Applications
1 15 (7.69%) Dynamics CRM
2 5 (2.56%) Salesforce.com CRM
3 2 (1.03%) Adobe Campaign
3 2 (1.03%) Oracle CRM
4 1 (0.51%) Cognos TM1
4 1 (0.51%) Dynamics AX
4 1 (0.51%) Investran
4 1 (0.51%) Oracle EBS
4 1 (0.51%) Oracle ERP
4 1 (0.51%) SAP Oil and Gas
Cloud Services
1 7 (3.59%) Amazon AWS
2 4 (2.05%) Amazon EC2
3 1 (0.51%) Google Apps
3 1 (0.51%) SaaS
Communications & Networking
1 6 (3.08%) Internet
Database & Business Intelligence
1 52 (26.67%) SQL Server
2 34 (17.44%) SQL Server Reporting Services
3 32 (16.41%) Data Warehouse
4 29 (14.87%) PowerPivot
5 26 (13.33%) SQL Server Analysis Services
5 26 (13.33%) SQL Server Integration Services
6 23 (11.79%) Power BI
7 19 (9.74%) Data Mining
7 19 (9.74%) SQL Server 2014
8 17 (8.72%) MS Access
8 17 (8.72%) QlikView
8 17 (8.72%) SQL Server 2012
9 15 (7.69%) Relational Database
9 15 (7.69%) SAP Data Services
10 13 (6.67%) Big Data
10 13 (6.67%) BusinessObjects
11 12 (6.15%) Microsoft Analysis Services
12 10 (5.13%) SQL Server 2016
13 7 (3.59%) Oracle Database
14 6 (3.08%) Star Schema
Development Applications
1 14 (7.18%) LSMW
2 6 (3.08%) ERwin
3 4 (2.05%) Talend Open Studio
3 4 (2.05%) Visual Studio
4 2 (1.03%) SQL Server Management Studio (SSMS)
5 1 (0.51%) MSTest
5 1 (0.51%) NUnit
General
1 88 (45.13%) Finance
2 31 (15.90%) Legal
3 27 (13.85%) Marketing
4 16 (8.21%) Banking
5 15 (7.69%) Billing
6 13 (6.67%) Retail
7 10 (5.13%) Financial Institution
8 6 (3.08%) Music Industry
9 3 (1.54%) Front Office
9 3 (1.54%) Games
10 2 (1.03%) Pharmaceutical
10 2 (1.03%) Publishing
10 2 (1.03%) Telecoms
11 1 (0.51%) Back Office
11 1 (0.51%) Electronics
11 1 (0.51%) International Banking
11 1 (0.51%) Law
11 1 (0.51%) Manufacturing
Job Titles
1 59 (30.26%) Analyst
2 39 (20.00%) Developer
3 24 (12.31%) Administrator
4 22 (11.28%) Data Analyst
4 22 (11.28%) SQL Developer
5 18 (9.23%) Business Intelligence Developer
5 18 (9.23%) Consultant
6 16 (8.21%) Business Intelligence Analyst
6 16 (8.21%) Data Consultant
6 16 (8.21%) Data Migration Consultant
6 16 (8.21%) Financial Analyst
6 16 (8.21%) Migration Consultant
7 14 (7.18%) Data Manager
7 14 (7.18%) SAP Consultant
7 14 (7.18%) SAP Data Consultant
7 14 (7.18%) SAP Data Migration Consultant
7 14 (7.18%) SAP Migration Consultant
7 14 (7.18%) Senior Consultant
7 14 (7.18%) Senior SAP Consultant
8 12 (6.15%) Principal Consultant
Libraries, Frameworks & Software Standards
1 17 (8.72%) MDX
2 8 (4.10%) .NET
3 7 (3.59%) XML
4 6 (3.08%) HTML
4 6 (3.08%) Regular Expression
5 4 (2.05%) COM
5 4 (2.05%) ODBC
6 3 (1.54%) ASP.NET
6 3 (1.54%) ASP.NET Web API
6 3 (1.54%) NumPy
6 3 (1.54%) Pandas
6 3 (1.54%) REST
6 3 (1.54%) scikit-learn
6 3 (1.54%) SOAP
6 3 (1.54%) Web Services
7 2 (1.03%) ASP.NET MVC
7 2 (1.03%) ASP.NET MVC 5
7 2 (1.03%) D3.js
8 1 (0.51%) ASP.NET MVC 4
8 1 (0.51%) RESTful
Miscellaneous
1 60 (30.77%) Analytical Skills
2 37 (18.97%) Visualisation
3 27 (13.85%) Management Information System
4 25 (12.82%) Computer Science
5 22 (11.28%) Data Integration
6 20 (10.26%) Mathematics
7 12 (6.15%) Replication
8 8 (4.10%) Data Extraction
8 8 (4.10%) Statistics
9 6 (3.08%) Social Media
10 4 (2.05%) Algorithms
10 4 (2.05%) Data Centre
10 4 (2.05%) Data Conversion
10 4 (2.05%) Data Protection Act
11 2 (1.03%) CMDB
11 2 (1.03%) Enterprise Software
11 2 (1.03%) Neural Network
11 2 (1.03%) Reference Data
12 1 (0.51%) Digital Media
12 1 (0.51%) User Experience
Operating Systems
1 6 (3.08%) Linux
2 4 (2.05%) Unix
2 4 (2.05%) Windows
Processes & Methodologies
1 77 (39.49%) Business Intelligence
1 77 (39.49%) ETL
2 74 (37.95%) Data Management
3 59 (30.26%) Migration
4 45 (23.08%) Data Analysis
4 45 (23.08%) Data Migration
5 42 (21.54%) Data Modelling
6 41 (21.03%) CRM
7 39 (20.00%) Analytics
8 20 (10.26%) Data Architecture
8 20 (10.26%) Data Visualisation
9 17 (8.72%) Master Data Management
9 17 (8.72%) Stakeholder Management
10 15 (7.69%) Continuous Improvement
11 14 (7.18%) Customer Insight
11 14 (7.18%) E-Commerce
12 12 (6.15%) Asset Management
12 12 (6.15%) Data Governance
12 12 (6.15%) Data Security
13 11 (5.64%) Change Management
Programming Languages
1 116 (59.49%) SQL
2 38 (19.49%) T-SQL
3 29 (14.87%) VBA
4 19 (9.74%) C#
5 16 (8.21%) Python
6 14 (7.18%) Data Analysis Expressions (DAX)
7 12 (6.15%) ABAP
8 8 (4.10%) PL/SQL
9 7 (3.59%) JavaScript
10 2 (1.03%) C
10 2 (1.03%) PHP
10 2 (1.03%) Scala
10 2 (1.03%) Shell Script
10 2 (1.03%) VB
11 1 (0.51%) R
Qualifications
1 41 (21.03%) Degree
2 5 (2.56%) PhD
3 2 (1.03%) Chartered Engineer
3 2 (1.03%) ITIL Certification
3 2 (1.03%) SAP Certification
4 1 (0.51%) ISTQB
4 1 (0.51%) Security Cleared
Quality Assurance & Compliance
1 58 (29.74%) Data Quality
2 11 (5.64%) PCI DSS
3 6 (3.08%) QA
4 1 (0.51%) Dodd-Frank
4 1 (0.51%) EMIR
4 1 (0.51%) FATCA
4 1 (0.51%) SLA
Systems Management
1 2 (1.03%) Ansible
Vendors
1 74 (37.95%) Microsoft
2 45 (23.08%) Oracle
3 44 (22.56%) Tableau
4 21 (10.77%) Salesforce.com
5 19 (9.74%) Informatica
6 18 (9.23%) SAP
7 14 (7.18%) Cognos
8 7 (3.59%) IBM
9 6 (3.08%) Teradata
10 4 (2.05%) Hyperion
10 4 (2.05%) Talend
11 3 (1.54%) DataFlux
11 3 (1.54%) Pardot
12 2 (1.03%) Sybase
13 1 (0.51%) Alteryx
13 1 (0.51%) Cognizant
13 1 (0.51%) Google
13 1 (0.51%) IBM Sterling
13 1 (0.51%) MuleSoft
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