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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 528 608 577
Rank change year-on-year
+80 -31
Permanent jobs citing Data Cleansing 92 53 104
As % of all permanent IT jobs located in London 0.23% 0.12% 0.22%
As % of the Processes & Methodologies category 0.26% 0.14% 0.25%
Number of salaries quoted 81 32 96
Median salary £50,000 £65,000 £50,000
Median salary % change year-on-year
-23.07% +30.00%
90% offered a salary of more than £27,900 £32,500 £37,500
10% offered a salary of more than £76,400 £84,000 £74,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
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
35290 39082 41971
As % of all permanent IT jobs located in London 89.55% 87.90% 87.28%
Number of salaries quoted 30572 32788 34855
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 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 27 July 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 27 July 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 +68 20 £50,000 -9.09% 3
Wimbledon - 10 - -
Sidcup - 3 £42,750 -
Croydon -3 2 £39,750 -0.62%
Hayes - 2 £42,500 -
Twickenham - 2 £42,500 -
Beckenham - 1 £42,500 - 1
Bromley - 1 £47,500 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 27 July 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.

1 107 (58.47%) SQL
2 91 (49.73%) Finance
3 76 (41.53%) Data Management
4 73 (39.89%) MS Excel
5 67 (36.61%) Business Intelligence
6 66 (36.07%) ETL
6 66 (36.07%) Microsoft
7 59 (32.24%) Analytical Skills
8 56 (30.60%) Data Quality
9 47 (25.68%) Migration
10 43 (23.50%) SQL Server
11 40 (21.86%) Tableau
11 40 (21.86%) Analytics
12 38 (20.77%) Data Modelling
12 38 (20.77%) Data Analysis
13 37 (20.22%) Oracle
14 36 (19.67%) CRM
15 34 (18.58%) SQL Server Reporting Services
15 34 (18.58%) Visualisation
16 33 (18.03%) Degree
17 32 (17.49%) VBA
17 32 (17.49%) T-SQL
17 32 (17.49%) Data Migration
18 28 (15.30%) Legal
18 28 (15.30%) PowerPivot
19 24 (13.11%) MS Access
19 24 (13.11%) Computer Science
20 23 (12.57%) SQL Server Integration Services
20 23 (12.57%) SQL Server Analysis Services
21 22 (12.02%) Marketing

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 (5.46%) SharePoint
2 8 (4.37%) SAS
3 2 (1.09%) Apache Spark
4 1 (0.55%) CMS
4 1 (0.55%) Oracle Workflow
Applications
1 73 (39.89%) MS Excel
2 18 (9.84%) MS Office
3 11 (6.01%) MS PowerPoint
4 7 (3.83%) SPSS
5 6 (3.28%) MS Visio
6 3 (1.64%) MS Project
Business Applications
1 16 (8.74%) Dynamics CRM
2 6 (3.28%) Salesforce.com CRM
3 1 (0.55%) Cognos TM1
3 1 (0.55%) Dynamics AX
3 1 (0.55%) Investran
3 1 (0.55%) Oracle CRM
Cloud Services
1 9 (4.92%) Amazon AWS
2 5 (2.73%) Amazon EC2
3 1 (0.55%) FinancialForce.com
3 1 (0.55%) Google Apps
Communications & Networking
1 3 (1.64%) Internet
Database & Business Intelligence
1 43 (23.50%) SQL Server
2 34 (18.58%) SQL Server Reporting Services
3 28 (15.30%) PowerPivot
4 24 (13.11%) MS Access
5 23 (12.57%) SQL Server Analysis Services
5 23 (12.57%) SQL Server Integration Services
6 21 (11.48%) Data Warehouse
6 21 (11.48%) QlikView
7 20 (10.93%) Power BI
8 16 (8.74%) Data Mining
9 15 (8.20%) SAP Data Services
10 14 (7.65%) SQL Server 2014
11 13 (7.10%) BusinessObjects
11 13 (7.10%) Relational Database
12 11 (6.01%) Microsoft Analysis Services
12 11 (6.01%) SQL Server 2012
13 10 (5.46%) SQL Server 2016
14 8 (4.37%) Big Data
14 8 (4.37%) Oracle Reports
15 5 (2.73%) MySQL
Development Applications
1 14 (7.65%) LSMW
2 3 (1.64%) Visual Studio
3 2 (1.09%) ERwin
3 2 (1.09%) SQL Server Management Studio (SSMS)
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 91 (49.73%) Finance
2 28 (15.30%) Legal
3 22 (12.02%) Banking
3 22 (12.02%) Marketing
4 14 (7.65%) Billing
5 11 (6.01%) Retail
6 10 (5.46%) Financial Institution
7 4 (2.19%) International Banking
8 3 (1.64%) Music Industry
9 2 (1.09%) Front Office
9 2 (1.09%) Publishing
10 1 (0.55%) Back Office
10 1 (0.55%) Games
10 1 (0.55%) Law
Job Titles
1 62 (33.88%) Analyst
2 33 (18.03%) Developer
3 25 (13.66%) Administrator
4 24 (13.11%) Data Analyst
5 18 (9.84%) Business Intelligence Analyst
5 18 (9.84%) Consultant
6 15 (8.20%) Data Consultant
6 15 (8.20%) Data Manager
6 15 (8.20%) Data Migration Consultant
6 15 (8.20%) Migration Consultant
6 15 (8.20%) Senior Consultant
6 15 (8.20%) SQL Developer
7 14 (7.65%) Business Intelligence Developer
7 14 (7.65%) Financial Analyst
7 14 (7.65%) SAP Consultant
7 14 (7.65%) SAP Data Consultant
7 14 (7.65%) SAP Data Migration Consultant
7 14 (7.65%) SAP Migration Consultant
7 14 (7.65%) Senior SAP Consultant
8 13 (7.10%) SQL Analyst
Libraries, Frameworks & Software Standards
1 16 (8.74%) MDX
2 7 (3.83%) .NET
2 7 (3.83%) XML
3 4 (2.19%) HTML
4 3 (1.64%) COM
4 3 (1.64%) Regular Expression
4 3 (1.64%) REST
4 3 (1.64%) SOAP
4 3 (1.64%) Web Services
5 2 (1.09%) ASP.NET
5 2 (1.09%) ASP.NET Web API
5 2 (1.09%) D3.js
6 1 (0.55%) .NET Framework
6 1 (0.55%) ASP.NET MVC 4
6 1 (0.55%) CSS
6 1 (0.55%) JSON
6 1 (0.55%) ODBC
6 1 (0.55%) Pandas
6 1 (0.55%) SAP XI
6 1 (0.55%) scikit-learn
Miscellaneous
1 59 (32.24%) Analytical Skills
2 34 (18.58%) Visualisation
3 24 (13.11%) Computer Science
4 22 (12.02%) Management Information System
5 18 (9.84%) Data Integration
6 17 (9.29%) Mathematics
7 12 (6.56%) Replication
8 5 (2.73%) Data Extraction
8 5 (2.73%) Reference Data
8 5 (2.73%) Statistics
9 4 (2.19%) Data Conversion
9 4 (2.19%) Data Protection Act
10 3 (1.64%) Algorithms
10 3 (1.64%) Data Centre
10 3 (1.64%) Social Media
11 2 (1.09%) CMDB
11 2 (1.09%) Enterprise Software
11 2 (1.09%) User Experience
12 1 (0.55%) Mainframe
12 1 (0.55%) Taxonomies
Operating Systems
1 9 (4.92%) Linux
2 5 (2.73%) Unix
3 1 (0.55%) Debian
3 1 (0.55%) Windows
Processes & Methodologies
1 76 (41.53%) Data Management
2 67 (36.61%) Business Intelligence
3 66 (36.07%) ETL
4 47 (25.68%) Migration
5 40 (21.86%) Analytics
6 38 (20.77%) Data Analysis
6 38 (20.77%) Data Modelling
7 36 (19.67%) CRM
8 32 (17.49%) Data Migration
9 19 (10.38%) Stakeholder Management
10 16 (8.74%) Data Architecture
10 16 (8.74%) Data Visualisation
11 15 (8.20%) Data Analytics
11 15 (8.20%) Data Governance
12 14 (7.65%) Continuous Improvement
13 13 (7.10%) Master Data Management
13 13 (7.10%) Validation
14 12 (6.56%) Data Validation
15 11 (6.01%) Asset Management
15 11 (6.01%) Data Security
Programming Languages
1 107 (58.47%) SQL
2 32 (17.49%) T-SQL
2 32 (17.49%) VBA
3 17 (9.29%) C#
4 12 (6.56%) ABAP
5 11 (6.01%) Data Analysis Expressions (DAX)
5 11 (6.01%) Python
6 6 (3.28%) JavaScript
7 5 (2.73%) PL/SQL
8 4 (2.19%) PHP
9 2 (1.09%) R
9 2 (1.09%) Scala
9 2 (1.09%) Shell Script
9 2 (1.09%) VB
10 1 (0.55%) Groovy
10 1 (0.55%) Java
Qualifications
1 33 (18.03%) Degree
2 2 (1.09%) Chartered Engineer
2 2 (1.09%) PhD
2 2 (1.09%) SAP Certification
2 2 (1.09%) Security Cleared
3 1 (0.55%) ITIL Certification
Quality Assurance & Compliance
1 56 (30.60%) Data Quality
2 13 (7.10%) PCI DSS
3 7 (3.83%) EMIR
4 4 (2.19%) Dodd-Frank
4 4 (2.19%) FATCA
5 3 (1.64%) CRD IV
5 3 (1.64%) MiFID
5 3 (1.64%) QA
Vendors
1 66 (36.07%) Microsoft
2 40 (21.86%) Tableau
3 37 (20.22%) Oracle
4 22 (12.02%) Salesforce.com
5 16 (8.74%) SAP
6 14 (7.65%) Informatica
7 11 (6.01%) Cognos
8 4 (2.19%) Hyperion
9 3 (1.64%) DataFlux
9 3 (1.64%) IBM
9 3 (1.64%) Pardot
10 2 (1.09%) Sybase
10 2 (1.09%) Teradata
11 1 (0.55%) Cognizant
11 1 (0.55%) Google
11 1 (0.55%) IBM Sterling
11 1 (0.55%) Marketo
11 1 (0.55%) MuleSoft
11 1 (0.55%) Sage
11 1 (0.55%) Talend
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 18 hours ago
London
ComputAppoint
Salary: £40000 - £48000 per annum + Excellent Benefits
Posted: 20 hours ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: Yesterday
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 14 hours ago
Central London / West End
Venturi
Salary: £55000 - £60000 per annum + Bonus and Benefits
Posted: 6 days ago
North London
Experis Ltd
Salary: £90000 - £110000 per annum + ~£6k car, 20% bonus + pkg
Posted: 4 days ago
Beckenham
Capita plc
Salary: £40000 - £45000 per annum + Benefits
Posted: 7 days ago
London
Talent Point
Salary: £50000.00 - £65000.00 per annum + Bonus & Package
Posted: 26 days ago
London
PwC
Salary: Market related
Posted: 21 days ago