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

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 544 557 556
Rank change year-on-year
+13 -1
Permanent jobs citing Data Cleansing 65 91 112
As % of all permanent IT jobs located in London 0.18% 0.21% 0.25%
As % of the Processes & Methodologies category 0.21% 0.24% 0.29%
Number of salaries quoted 52 59 98
Median salary £45,250 £47,500 £65,000
Median salary % change year-on-year
-4.73% -26.92%
90% offered a salary of more than £29,550 £29,700 £27,500
10% offered a salary of more than £75,000 £70,000 £82,200
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
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
31351 38138 38700
As % of all permanent IT jobs located in London 89.06% 88.27% 86.20%
Number of salaries quoted 26548 32224 32668
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 £39,250 £38,500 £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 10 December 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 10 December 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 +18 8 £37,500 -37.50% 3
Beckenham - 2 £42,500 -
Kingston Upon Thames - 1 £37,500 - 2
Wimbledon - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 10 December 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 (64.44%) SQL
2 80 (44.44%) ETL
3 76 (42.22%) Finance
4 74 (41.11%) Business Intelligence
5 65 (36.11%) Data Quality
6 64 (35.56%) Migration
7 59 (32.78%) Microsoft
8 58 (32.22%) Data Management
9 56 (31.11%) Data Migration
10 54 (30.00%) Data Analysis
11 48 (26.67%) MS Excel
11 48 (26.67%) Analytics
12 47 (26.11%) Oracle
13 44 (24.44%) Data Modelling
14 41 (22.78%) Analytical Skills
15 40 (22.22%) Degree
16 37 (20.56%) CRM
17 35 (19.44%) Data Warehouse
17 35 (19.44%) SQL Server
18 34 (18.89%) Tableau
18 34 (18.89%) Visualisation
19 33 (18.33%) Python
20 28 (15.56%) Marketing
21 26 (14.44%) T-SQL
21 26 (14.44%) Big Data
22 24 (13.33%) Master Data Management
22 24 (13.33%) Informatica
23 23 (12.78%) Retail
24 22 (12.22%) SQL Server Reporting Services
24 22 (12.22%) MS Office

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 13 (7.22%) SAS
2 11 (6.11%) Apache Spark
3 6 (3.33%) SharePoint
4 5 (2.78%) Oracle SOA Suite
5 3 (1.67%) Elasticsearch
5 3 (1.67%) PowerExchange
6 2 (1.11%) Apache Pig
7 1 (0.56%) Confluence
7 1 (0.56%) Oracle Workflow
7 1 (0.56%) WordPress
Applications
1 48 (26.67%) MS Excel
2 22 (12.22%) MS Office
3 8 (4.44%) MS PowerPoint
3 8 (4.44%) SPSS
4 5 (2.78%) MS Project
4 5 (2.78%) MS Visio
5 2 (1.11%) CPLEX
Business Applications
1 6 (3.33%) Dynamics CRM
2 3 (1.67%) Dynamics AX
2 3 (1.67%) SAP ERP
3 2 (1.11%) Adobe Campaign
3 2 (1.11%) Oracle CRM
4 1 (0.56%) Cognos TM1
4 1 (0.56%) Investran
4 1 (0.56%) Oracle EBS
4 1 (0.56%) Oracle ERP
4 1 (0.56%) Salesforce.com CRM
4 1 (0.56%) SAP Oil and Gas
Cloud Services
1 10 (5.56%) Amazon AWS
2 7 (3.89%) Cloud Computing
3 2 (1.11%) Boomi
4 1 (0.56%) Force.com
4 1 (0.56%) SaaS
4 1 (0.56%) SuccessFactors
Communications & Networking
1 10 (5.56%) Internet
2 5 (2.78%) Intranet
Database & Business Intelligence
1 35 (19.44%) Data Warehouse
1 35 (19.44%) SQL Server
2 26 (14.44%) Big Data
3 22 (12.22%) SQL Server Analysis Services
3 22 (12.22%) SQL Server Reporting Services
4 20 (11.11%) Relational Database
5 19 (10.56%) SQL Server Integration Services
6 18 (10.00%) PowerPivot
6 18 (10.00%) QlikView
7 17 (9.44%) Data Mining
7 17 (9.44%) SQL Server 2012
8 16 (8.89%) SQL Server 2014
9 15 (8.33%) Power BI
10 13 (7.22%) Hadoop
11 12 (6.67%) SAP Data Services
11 12 (6.67%) Star Schema
12 10 (5.56%) MySQL
13 9 (5.00%) Microsoft Analysis Services
14 7 (3.89%) Oracle Database
15 6 (3.33%) Oracle Database 11g
Development Applications
1 15 (8.33%) ERwin
2 8 (4.44%) LSMW
3 6 (3.33%) Talend Open Studio
4 4 (2.22%) Git (software)
5 2 (1.11%) GitLab
5 2 (1.11%) IntelliJ
6 1 (0.56%) Atlassian Bamboo
6 1 (0.56%) JIRA
6 1 (0.56%) Subversion
6 1 (0.56%) Visual Studio
General
1 76 (42.22%) Finance
2 28 (15.56%) Marketing
3 23 (12.78%) Retail
4 20 (11.11%) Legal
5 15 (8.33%) Banking
6 10 (5.56%) Music Industry
7 9 (5.00%) Billing
8 7 (3.89%) Games
9 6 (3.33%) Financial Institution
10 4 (2.22%) Manufacturing
10 4 (2.22%) Telecoms
11 2 (1.11%) Advertising
11 2 (1.11%) International Banking
11 2 (1.11%) Law
11 2 (1.11%) Pharmaceutical
12 1 (0.56%) Corporate Banking
12 1 (0.56%) Electronics
12 1 (0.56%) Front Office
12 1 (0.56%) Investment Banking
12 1 (0.56%) Publishing
Job Titles
1 51 (28.33%) Analyst
2 37 (20.56%) Developer
3 32 (17.78%) Data Analyst
4 22 (12.22%) SQL Developer
5 21 (11.67%) Architect
6 19 (10.56%) Data Architect
7 15 (8.33%) Business Intelligence Developer
7 15 (8.33%) Junior
8 12 (6.67%) Administrator
8 12 (6.67%) SQL BI Developer
8 12 (6.67%) SSAS Developer
8 12 (6.67%) SSIS Developer
9 11 (6.11%) Data Scientist
10 10 (5.56%) Financial Analyst
10 10 (5.56%) SQL Server Developer
11 9 (5.00%) Business Intelligence Analyst
11 9 (5.00%) Data Manager
11 9 (5.00%) ETL Developer
11 9 (5.00%) Junior Developer
11 9 (5.00%) SAP Manager
Libraries, Frameworks & Software Standards
1 11 (6.11%) HTML
2 10 (5.56%) MDX
2 10 (5.56%) Regular Expression
3 7 (3.89%) .NET
4 6 (3.33%) ODBC
5 5 (2.78%) XML
6 4 (2.22%) COM
6 4 (2.22%) NumPy
6 4 (2.22%) Pandas
6 4 (2.22%) scikit-learn
7 3 (1.67%) EDI
7 3 (1.67%) REST
7 3 (1.67%) SOAP
7 3 (1.67%) Web Services
8 2 (1.11%) Natural Language Processing
9 1 (0.56%) ASP.NET MVC
9 1 (0.56%) D3.js
9 1 (0.56%) Kafka
9 1 (0.56%) Mason
9 1 (0.56%) Matplotlib
Miscellaneous
1 41 (22.78%) Analytical Skills
2 34 (18.89%) Visualisation
3 19 (10.56%) Computer Science
3 19 (10.56%) Data Integration
4 18 (10.00%) Mathematics
5 17 (9.44%) Management Information System
6 14 (7.78%) Statistics
7 12 (6.67%) Algorithms
7 12 (6.67%) Social Media
8 7 (3.89%) Data Extraction
8 7 (3.89%) Replication
9 6 (3.33%) Credit Risk
9 6 (3.33%) Social Network
10 5 (2.78%) Neural Network
11 3 (1.67%) Data Centre
11 3 (1.67%) Digital Media
11 3 (1.67%) Economics
12 2 (1.11%) Artificial Intelligence
12 2 (1.11%) Linked Data
12 2 (1.11%) Reinsurance
Operating Systems
1 6 (3.33%) Windows
2 5 (2.78%) Linux
3 2 (1.11%) Ubuntu
4 1 (0.56%) Apple iOS
Processes & Methodologies
1 80 (44.44%) ETL
2 74 (41.11%) Business Intelligence
3 64 (35.56%) Migration
4 58 (32.22%) Data Management
5 56 (31.11%) Data Migration
6 54 (30.00%) Data Analysis
7 48 (26.67%) Analytics
8 44 (24.44%) Data Modelling
9 37 (20.56%) CRM
10 24 (13.33%) Master Data Management
11 22 (12.22%) Data Visualisation
12 21 (11.67%) E-Commerce
13 17 (9.44%) Information Architecture
13 17 (9.44%) Metadata Management
13 17 (9.44%) Technical Architecture
13 17 (9.44%) TOGAF
13 17 (9.44%) Zachman Framework
14 16 (8.89%) Mentoring
15 14 (7.78%) Machine Learning
16 13 (7.22%) Data Analytics
Programming Languages
1 116 (64.44%) SQL
2 33 (18.33%) Python
3 26 (14.44%) T-SQL
4 15 (8.33%) VBA
5 13 (7.22%) JavaScript
6 12 (6.67%) Data Analysis Expressions (DAX)
7 11 (6.11%) C#
8 9 (5.00%) R
9 7 (3.89%) Bash Shell
10 6 (3.33%) Java
11 5 (2.78%) PL/SQL
12 3 (1.67%) ABAP
12 3 (1.67%) Scala
13 2 (1.11%) C
13 2 (1.11%) C++
13 2 (1.11%) Clojure
13 2 (1.11%) MATLAB
13 2 (1.11%) Ruby
Qualifications
1 40 (22.22%) Degree
2 11 (6.11%) PhD
3 2 (1.11%) ITIL Certification
4 1 (0.56%) ISTQB
Quality Assurance & Compliance
1 65 (36.11%) Data Quality
2 6 (3.33%) QA
3 3 (1.67%) PCI DSS
3 3 (1.67%) SLA
4 1 (0.56%) Dodd-Frank
4 1 (0.56%) EMIR
4 1 (0.56%) FATCA
System Software
1 1 (0.56%) Docker
Systems Management
1 3 (1.67%) Oracle EDQ
2 2 (1.11%) Ansible
Vendors
1 59 (32.78%) Microsoft
2 47 (26.11%) Oracle
3 34 (18.89%) Tableau
4 24 (13.33%) Informatica
5 16 (8.89%) SAP
6 12 (6.67%) IBM
6 12 (6.67%) Teradata
7 10 (5.56%) Cognos
8 9 (5.00%) Salesforce.com
9 8 (4.44%) Trillium
10 6 (3.33%) Talend
11 3 (1.67%) NetSuite
12 2 (1.11%) Atlassian
12 2 (1.11%) Dell
12 2 (1.11%) Northgate
13 1 (0.56%) Alteryx
13 1 (0.56%) EXASOL
13 1 (0.56%) Facebook
13 1 (0.56%) HubSpot
13 1 (0.56%) MuleSoft
North London
Ashdown IT
Salary: £24000 - £28000 per annum + Benefits
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum Salary offered dependent on current
Posted: Yesterday
London, UK
Kobalt Music
Salary: Competitive
Posted: 2 days ago
London
E D & F Man Holdings Ltd.
Salary: Bonus + Excellent Benefits
Posted: 2 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 3 days ago
London
Churchill Frank
Salary: £80000 - £81000 per annum
Posted: 3 days ago
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 6 days ago
City, London
ARC IT Recruitment Ltd
Salary: £35000 - £40000 per annum + Plus Excellent Benefits
Posted: 3 days ago
Surbiton, Surrey
Talent International
Salary: £25000.00 per annum + Pension + Private Healthcare
Posted: 4 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 10 days ago
Kingston upon Thames
Client Server
Salary: £35k to £40k + benefits
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London
Cititec Associates Limited
Salary: £100000 - £120000 per annum + Shares + Bonuses + Benefits
Posted: 27 days ago