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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / London
Rank 481 551 510
Rank change year-on-year
+70 -41
Permanent jobs citing Data Cleansing 95 87 134
As % of all permanent IT jobs located in London 0.29% 0.21% 0.33%
As % of the Processes & Methodologies category 0.32% 0.24% 0.38%
Number of salaries quoted 81 63 114
Median salary £42,500 £50,000 £51,750
Median salary % change year-on-year
-15.00% -3.38%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £70,000 £74,500 £76,750
UK excluding London median salary £38,250 £35,500 £42,000
% change year-on-year
+7.74% -15.47%

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
29417 35977 35510
As % of all permanent IT jobs located in London 89.06% 88.50% 86.36%
Number of salaries quoted 24827 30738 29937
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 £39,000 £40,000 £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 22 January 2017.

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 22 January 2017. 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 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 +61 24 £40,000 -42.85% 4
Beckenham - 3 £45,000 -
Kingston Upon Thames - 2 £37,500 - 2
Surbiton - 1 £25,000 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 22 January 2017, 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.

1 115 (58.08%) SQL
2 86 (43.43%) ETL
3 71 (35.86%) Business Intelligence
4 68 (34.34%) Data Quality
5 64 (32.32%) Migration
6 61 (30.81%) Finance
7 59 (29.80%) Analytics
8 56 (28.28%) Data Migration
8 56 (28.28%) Data Analysis
9 54 (27.27%) Microsoft
10 49 (24.75%) Data Modelling
11 48 (24.24%) Oracle
11 48 (24.24%) Data Management
12 46 (23.23%) Data Warehouse
13 44 (22.22%) CRM
14 41 (20.71%) Analytical Skills
15 39 (19.70%) MS Excel
16 38 (19.19%) Degree
17 36 (18.18%) Python
18 34 (17.17%) SQL Server
19 31 (15.66%) Data Integration
20 29 (14.65%) Tableau
20 29 (14.65%) Marketing
21 27 (13.64%) Big Data
22 26 (13.13%) Relational Database
23 25 (12.63%) Mentoring
23 25 (12.63%) Visualisation
24 24 (12.12%) Retail
25 23 (11.62%) T-SQL
26 22 (11.11%) E-Commerce

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 17 (8.59%) Apache Spark
2 15 (7.58%) SAS
3 5 (2.53%) Apache Pig
3 5 (2.53%) Oracle SOA Suite
4 4 (2.02%) Elasticsearch
5 1 (0.51%) Apache
5 1 (0.51%) Apache Airflow
5 1 (0.51%) Confluence
5 1 (0.51%) WordPress
Applications
1 39 (19.70%) MS Excel
2 20 (10.10%) MS Office
3 9 (4.55%) SPSS
4 7 (3.54%) MS PowerPoint
5 6 (3.03%) MS Project
6 5 (2.53%) MS Visio
7 2 (1.01%) CPLEX
Business Applications
1 12 (6.06%) Dynamics CRM
2 4 (2.02%) Dynamics AX
3 3 (1.52%) SAP ERP
4 2 (1.01%) Adobe Campaign
4 2 (1.01%) Oracle CRM
5 1 (0.51%) Oracle EBS
5 1 (0.51%) Oracle ERP
5 1 (0.51%) Salesforce.com CRM
5 1 (0.51%) SAP Oil and Gas
Cloud Services
1 15 (7.58%) Amazon AWS
2 8 (4.04%) Cloud Computing
3 3 (1.52%) Boomi
3 3 (1.52%) iTunes
4 2 (1.01%) Amazon Kinesis
4 2 (1.01%) Amazon S3
4 2 (1.01%) Force.com
4 2 (1.01%) Google Analytics
5 1 (0.51%) Amazon EC2
5 1 (0.51%) Amazon EMR
5 1 (0.51%) Amazon SQS
5 1 (0.51%) SaaS
5 1 (0.51%) SuccessFactors
Communications & Networking
1 7 (3.54%) Internet
2 5 (2.53%) Intranet
Database & Business Intelligence
1 46 (23.23%) Data Warehouse
2 34 (17.17%) SQL Server
3 27 (13.64%) Big Data
4 26 (13.13%) Relational Database
5 20 (10.10%) Data Mining
6 19 (9.60%) Hadoop
7 17 (8.59%) MySQL
8 16 (8.08%) QlikView
8 16 (8.08%) SQL Server Integration Services
9 13 (6.57%) Star Schema
10 12 (6.06%) SQL Server 2012
10 12 (6.06%) SQL Server Analysis Services
11 11 (5.56%) SQL Server 2014
12 10 (5.05%) Oracle Database
12 10 (5.05%) Oracle Database 11g
13 8 (4.04%) SAP Data Services
13 8 (4.04%) SQL Server Reporting Services
14 7 (3.54%) Power BI
14 7 (3.54%) PowerPivot
14 7 (3.54%) RDBMS
Development Applications
1 16 (8.08%) Talend Open Studio
2 12 (6.06%) ERwin
3 5 (2.53%) LSMW
4 4 (2.02%) Git (software)
5 3 (1.52%) Oracle Forms
6 2 (1.01%) GitLab
6 2 (1.01%) IntelliJ
6 2 (1.01%) Visual Studio
7 1 (0.51%) Atlassian Bamboo
7 1 (0.51%) JIRA
7 1 (0.51%) Selenium
7 1 (0.51%) Subversion
General
1 61 (30.81%) Finance
2 29 (14.65%) Marketing
3 24 (12.12%) Retail
4 16 (8.08%) Legal
5 12 (6.06%) Banking
6 10 (5.05%) Music Industry
7 9 (4.55%) Games
8 8 (4.04%) Pharmaceutical
9 6 (3.03%) Billing
10 5 (2.53%) Manufacturing
11 4 (2.02%) Advertising
11 4 (2.02%) Telecoms
12 3 (1.52%) Publishing
13 2 (1.01%) International Banking
14 1 (0.51%) Corporate Banking
14 1 (0.51%) Electronics
14 1 (0.51%) Financial Institution
14 1 (0.51%) Front Office
14 1 (0.51%) Law
Job Titles
1 51 (25.76%) Analyst
2 40 (20.20%) Developer
3 39 (19.70%) Data Analyst
4 27 (13.64%) Architect
5 24 (12.12%) Data Architect
6 21 (10.61%) Administrator
7 17 (8.59%) Business Intelligence Developer
8 16 (8.08%) SQL Developer
9 12 (6.06%) Junior
9 12 (6.06%) Oracle Architect
10 11 (5.56%) Data Manager
10 11 (5.56%) Data Scientist
11 10 (5.05%) SQL Server Developer
12 9 (4.55%) Consultant
12 9 (4.55%) Data Migration Manager
12 9 (4.55%) Data Quality Analyst
12 9 (4.55%) ETL Developer
12 9 (4.55%) SAP Data Migration Manager
12 9 (4.55%) SAP Manager
12 9 (4.55%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 10 (5.05%) .NET
2 9 (4.55%) ODBC
3 8 (4.04%) HTML
4 7 (3.54%) Regular Expression
4 7 (3.54%) Web Services
5 6 (3.03%) MDX
6 5 (2.53%) COM
7 4 (2.02%) EDI
7 4 (2.02%) NumPy
7 4 (2.02%) scikit-learn
8 3 (1.52%) J2EE
8 3 (1.52%) Mason
8 3 (1.52%) Pandas
8 3 (1.52%) Swing
8 3 (1.52%) XML
9 2 (1.01%) Kafka
9 2 (1.01%) Natural Language Processing
10 1 (0.51%) ASP.NET Web API
10 1 (0.51%) D3.js
10 1 (0.51%) Matplotlib
Miscellaneous
1 41 (20.71%) Analytical Skills
2 31 (15.66%) Data Integration
3 25 (12.63%) Visualisation
4 16 (8.08%) Computer Science
5 15 (7.58%) Management Information System
6 14 (7.07%) Data Extraction
6 14 (7.07%) Statistics
7 13 (6.57%) Mathematics
8 10 (5.05%) Algorithms
9 9 (4.55%) Economics
9 9 (4.55%) Social Media
10 7 (3.54%) Credit Risk
11 6 (3.03%) Life Science
11 6 (3.03%) Social Network
12 5 (2.53%) Neural Network
13 3 (1.52%) Chemistry
13 3 (1.52%) Data Structures
13 3 (1.52%) Digital Media
13 3 (1.52%) Mobile App
13 3 (1.52%) Physics
Operating Systems
1 9 (4.55%) Linux
1 9 (4.55%) Windows
2 2 (1.01%) Ubuntu
Processes & Methodologies
1 86 (43.43%) ETL
2 71 (35.86%) Business Intelligence
3 64 (32.32%) Migration
4 59 (29.80%) Analytics
5 56 (28.28%) Data Analysis
5 56 (28.28%) Data Migration
6 49 (24.75%) Data Modelling
7 48 (24.24%) Data Management
8 44 (22.22%) CRM
9 25 (12.63%) Mentoring
10 22 (11.11%) E-Commerce
11 21 (10.61%) Data Architecture
11 21 (10.61%) Information Architecture
12 18 (9.09%) Master Data Management
12 18 (9.09%) TOGAF
12 18 (9.09%) Validation
12 18 (9.09%) Zachman Framework
13 17 (8.59%) Metadata Management
13 17 (8.59%) Project Management
13 17 (8.59%) Technical Architecture
Programming Languages
1 115 (58.08%) SQL
2 36 (18.18%) Python
3 23 (11.62%) T-SQL
4 14 (7.07%) Java
5 13 (6.57%) VBA
6 11 (5.56%) JavaScript
6 11 (5.56%) R
7 8 (4.04%) Bash Shell
7 8 (4.04%) PL/SQL
8 7 (3.54%) C#
9 5 (2.53%) Data Analysis Expressions (DAX)
10 3 (1.52%) MATLAB
10 3 (1.52%) Scala
11 2 (1.01%) C
11 2 (1.01%) C++
11 2 (1.01%) Clojure
11 2 (1.01%) Ruby
12 1 (0.51%) Apex Code
Qualifications
1 38 (19.19%) Degree
2 10 (5.05%) PhD
3 2 (1.01%) ITIL Certification
4 1 (0.51%) APMP
4 1 (0.51%) ISTQB
4 1 (0.51%) PMI Certification
4 1 (0.51%) PMP
Quality Assurance & Compliance
1 68 (34.34%) Data Quality
2 6 (3.03%) QA
3 3 (1.52%) SLA
4 1 (0.51%) Dodd-Frank
4 1 (0.51%) EMIR
4 1 (0.51%) FATCA
4 1 (0.51%) GDPR
4 1 (0.51%) P3O
4 1 (0.51%) PCI DSS
System Software
1 2 (1.01%) Docker
Systems Management
1 2 (1.01%) Ansible
2 1 (0.51%) Kibana
Vendors
1 54 (27.27%) Microsoft
2 48 (24.24%) Oracle
3 29 (14.65%) Tableau
4 20 (10.10%) Informatica
5 16 (8.08%) Talend
6 12 (6.06%) IBM
6 12 (6.06%) SAP
6 12 (6.06%) Teradata
7 9 (4.55%) Salesforce.com
8 8 (4.04%) Trillium
9 5 (2.53%) Cognos
10 4 (2.02%) NetSuite
11 3 (1.52%) Alteryx
11 3 (1.52%) Dell
12 2 (1.01%) Atlassian
12 2 (1.01%) Google
13 1 (0.51%) Facebook
13 1 (0.51%) HubSpot
13 1 (0.51%) Northgate
13 1 (0.51%) Telerik
City, London
Careerwise UK Limited
Salary: £70000 - £75000 per annum + benefits
Posted: 3 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + benefits
Posted: 3 days ago
Central London / West End
Latcom Ltd
Salary: From £35,000 to £45,000 per annum
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £60,000 to £70,000 per annum 20% Bonus, Healthcare, Contributory
Posted: 4 days ago
London
Experian
Salary: bonus + benefits
Posted: 3 days ago
London
The Bridge Ltd
Salary: Up to £45,000 per annum + Bonus + Pension + Healthcare + Rail Card
Posted: 4 days ago
London
Computer People
Salary: Benefits
Posted: 5 days ago
London
Harrington Boyd
Salary: £55000 - £80000 per annum
Posted: 6 days ago
London
Harrington Starr
Salary: £50000 - £90000 per annum + equity + bonus
Posted: Yesterday
London
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 5 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + stock options
Posted: 3 days ago
City, London
Robert Half
Salary: £25000 - £30000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £70,000 + extensive benefits package
Posted: 5 days ago
City of London
Venturi
Salary: £30000 - £48000 per annum + bonus +Full bens
Posted: 13 days ago
London
Churchill Frank
Salary: £55000 - £80000 per annum
Posted: 9 days ago
South East London
Zoopla Property Group Plc
Posted: 11 days ago
London - Waterloo
UniQuest
Salary: £24,000 per year + bonus
Posted: 18 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £26,000 to £26,000 per annum + training & extensive benefits
Posted: 10 days ago
Kingston upon Thames
Client Server
Salary: £35000 - £40000 per annum + benefits
Posted: 18 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 19 days ago