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 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / London
Rank 462 554 509
Rank change year-on-year
+92 -45
Permanent jobs citing Data Cleansing 119 77 130
As % of all permanent IT jobs located in London 0.36% 0.19% 0.31%
As % of the Processes & Methodologies category 0.40% 0.21% 0.36%
Number of salaries quoted 104 57 113
Median salary £42,500 £52,500 £51,000
Median salary % change year-on-year
-19.04% +2.94%
90% offered a salary of more than £29,000 £35,000 £31,500
10% offered a salary of more than £71,750 £72,750 £72,500
UK excluding London median salary £42,500 £41,000 £41,000
% change year-on-year
+3.65% -

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
30057 36263 36192
As % of all permanent IT jobs located in London 89.92% 89.22% 87.13%
Number of salaries quoted 25224 30950 30251
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 £39,000 £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 28 February 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 28 February 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 +42 27 £37,500 -31.81% 3
Beckenham - 3 £45,000 -
Kingston Upon Thames - 1 £37,500 -
Surbiton - 1 £25,000 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in London

For the 6 months to 28 February 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.

1 102 (52.58%) SQL
2 76 (39.18%) ETL
3 71 (36.60%) Data Quality
4 64 (32.99%) Business Intelligence
5 60 (30.93%) Analytics
6 58 (29.90%) Data Analysis
7 53 (27.32%) Microsoft
8 52 (26.80%) Migration
9 50 (25.77%) Analytical Skills
10 49 (25.26%) Data Management
11 48 (24.74%) Finance
12 46 (23.71%) Data Modelling
12 46 (23.71%) Data Migration
13 45 (23.20%) CRM
14 39 (20.10%) MS Excel
15 38 (19.59%) Data Warehouse
16 37 (19.07%) Python
17 35 (18.04%) Oracle
18 34 (17.53%) SQL Server
19 33 (17.01%) Data Integration
19 33 (17.01%) Degree
20 26 (13.40%) Relational Database
21 25 (12.89%) Tableau
21 25 (12.89%) Validation
21 25 (12.89%) Marketing
22 24 (12.37%) Apache Spark
23 23 (11.86%) Mentoring
24 22 (11.34%) Project Management
25 21 (10.82%) Data Architecture
25 21 (10.82%) Hadoop

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 24 (12.37%) Apache Spark
2 15 (7.73%) SAS
3 10 (5.15%) Elasticsearch
4 7 (3.61%) Apache
4 7 (3.61%) Apache Airflow
5 5 (2.58%) Oracle SOA Suite
6 3 (1.55%) Apache Pig
6 3 (1.55%) Tornado
7 1 (0.52%) WordPress
Applications
1 39 (20.10%) MS Excel
2 16 (8.25%) MS Office
3 7 (3.61%) SPSS
4 6 (3.09%) MS PowerPoint
4 6 (3.09%) MS Project
5 2 (1.03%) MS Visio
Business Applications
1 18 (9.28%) Dynamics CRM
2 4 (2.06%) Dynamics AX
2 4 (2.06%) NetSuite
2 4 (2.06%) Raiser's Edge
3 3 (1.55%) SAP ERP
Cloud Services
1 19 (9.79%) Amazon AWS
2 8 (4.12%) Amazon Kinesis
3 5 (2.58%) Cloud Computing
3 5 (2.58%) Google Analytics
4 3 (1.55%) Boomi
4 3 (1.55%) iTunes
5 2 (1.03%) Amazon S3
5 2 (1.03%) Force.com
6 1 (0.52%) Amazon EC2
6 1 (0.52%) Amazon EMR
6 1 (0.52%) Amazon SQS
6 1 (0.52%) SuccessFactors
Communications & Networking
1 5 (2.58%) Intranet
2 4 (2.06%) Internet
Database & Business Intelligence
1 38 (19.59%) Data Warehouse
2 34 (17.53%) SQL Server
3 26 (13.40%) Relational Database
4 21 (10.82%) Hadoop
5 20 (10.31%) Data Mining
6 19 (9.79%) MySQL
7 18 (9.28%) Big Data
8 17 (8.76%) QlikView
9 13 (6.70%) Amazon Redshift
10 12 (6.19%) RDBMS
11 11 (5.67%) SQL Server Reporting Services
12 10 (5.15%) Power BI
12 10 (5.15%) SQL Server Integration Services
13 9 (4.64%) Star Schema
14 8 (4.12%) OLAP
14 8 (4.12%) SAP Data Services
15 7 (3.61%) Electronic Patient Records
15 7 (3.61%) Impala
15 7 (3.61%) MariaDB
15 7 (3.61%) Presto
Development Applications
1 15 (7.73%) Talend Open Studio
2 8 (4.12%) ERwin
3 5 (2.58%) LSMW
4 3 (1.55%) Git (software)
4 3 (1.55%) Oracle Forms
5 2 (1.03%) Rational Rhapsody
6 1 (0.52%) Selenium
6 1 (0.52%) Visual Studio
General
1 48 (24.74%) Finance
2 25 (12.89%) Marketing
3 16 (8.25%) Retail
4 15 (7.73%) Banking
5 10 (5.15%) Games
5 10 (5.15%) Pharmaceutical
6 7 (3.61%) Billing
6 7 (3.61%) Legal
6 7 (3.61%) Music Industry
7 5 (2.58%) Telecoms
8 4 (2.06%) Advertising
8 4 (2.06%) Manufacturing
9 3 (1.55%) Law
9 3 (1.55%) Publishing
10 2 (1.03%) International Banking
11 1 (0.52%) Corporate Banking
11 1 (0.52%) Financial Institution
Job Titles
1 54 (27.84%) Analyst
2 45 (23.20%) Data Analyst
3 30 (15.46%) Developer
4 27 (13.92%) Architect
5 22 (11.34%) Administrator
5 22 (11.34%) Data Architect
6 15 (7.73%) Business Intelligence Developer
7 13 (6.70%) Data Quality Analyst
8 11 (5.67%) Business Developer
8 11 (5.67%) CRM Analyst
8 11 (5.67%) Data Manager
9 10 (5.15%) Data Administrator
9 10 (5.15%) Data Scientist
10 9 (4.64%) Data Migration Manager
10 9 (4.64%) Migration Manager
10 9 (4.64%) Oracle Architect
10 9 (4.64%) SAP Data Manager
10 9 (4.64%) SAP Data Migration Manager
10 9 (4.64%) SAP Manager
10 9 (4.64%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 8 (4.12%) Kafka
2 7 (3.61%) Scrapy
3 6 (3.09%) HTML
4 5 (2.58%) .NET
4 5 (2.58%) GraphX
4 5 (2.58%) NumPy
4 5 (2.58%) ODBC
4 5 (2.58%) Regular Expression
4 5 (2.58%) scikit-learn
4 5 (2.58%) Serverless Framework
5 4 (2.06%) COM
5 4 (2.06%) Mason
5 4 (2.06%) Pandas
5 4 (2.06%) Web Services
6 3 (1.55%) D3.js
6 3 (1.55%) EDI
6 3 (1.55%) Flask
6 3 (1.55%) J2EE
6 3 (1.55%) MDX
6 3 (1.55%) Swing
Miscellaneous
1 50 (25.77%) Analytical Skills
2 14 (7.22%) Computer Science
3 9 (4.64%) Management Information System
4 8 (4.12%) Life Science
5 7 (3.61%) Social Network
6 6 (3.09%) Social Media
7 5 (2.58%) Algorithms
7 5 (2.58%) Credit Risk
8 3 (1.55%) Data Structures
8 3 (1.55%) Mobile App
8 3 (1.55%) User Experience
9 2 (1.03%) Data Protection Act
9 2 (1.03%) Fintech
9 2 (1.03%) Linked Data
9 2 (1.03%) Reinsurance
10 1 (0.52%) Digital Media
10 1 (0.52%) Pharmacovigilance
10 1 (0.52%) PMI
10 1 (0.52%) Reference Data
10 1 (0.52%) Replication
Operating Systems
1 10 (5.15%) Linux
2 5 (2.58%) Windows
Processes & Methodologies
1 76 (39.18%) ETL
2 64 (32.99%) Business Intelligence
3 60 (30.93%) Analytics
4 58 (29.90%) Data Analysis
5 52 (26.80%) Migration
6 49 (25.26%) Data Management
7 46 (23.71%) Data Migration
7 46 (23.71%) Data Modelling
8 45 (23.20%) CRM
9 33 (17.01%) Data Integration
10 25 (12.89%) Validation
11 23 (11.86%) Mentoring
12 22 (11.34%) Project Management
13 21 (10.82%) Data Architecture
14 20 (10.31%) Information Architecture
14 20 (10.31%) Time Management
14 20 (10.31%) Visualisation
15 19 (9.79%) Data Analytics
16 18 (9.28%) ERP
16 18 (9.28%) Stakeholder Management
Programming Languages
1 102 (52.58%) SQL
2 37 (19.07%) Python
3 18 (9.28%) Java
4 13 (6.70%) T-SQL
5 12 (6.19%) R
6 11 (5.67%) JavaScript
7 10 (5.15%) VBA
8 7 (3.61%) PL/SQL
9 5 (2.58%) Bash Shell
9 5 (2.58%) MATLAB
10 2 (1.03%) Apex Code
10 2 (1.03%) C#
10 2 (1.03%) Data Analysis Expressions (DAX)
11 1 (0.52%) ActionScript
11 1 (0.52%) C
11 1 (0.52%) Scala
Qualifications
1 33 (17.01%) Degree
2 6 (3.09%) PhD
3 1 (0.52%) APMP
3 1 (0.52%) PMI Certification
3 1 (0.52%) PMP
Quality Assurance & Compliance
1 71 (36.60%) Data Quality
2 3 (1.55%) QA
3 2 (1.03%) GDPR
3 2 (1.03%) SLA
4 1 (0.52%) Dodd-Frank
4 1 (0.52%) EMIR
4 1 (0.52%) FATCA
4 1 (0.52%) P3O
4 1 (0.52%) PCI DSS
System Software
1 2 (1.03%) Docker
Systems Management
1 7 (3.61%) Kibana
Vendors
1 53 (27.32%) Microsoft
2 35 (18.04%) Oracle
3 25 (12.89%) Tableau
4 15 (7.73%) Informatica
4 15 (7.73%) Talend
5 10 (5.15%) SAP
6 8 (4.12%) IBM
6 8 (4.12%) Salesforce.com
6 8 (4.12%) Teradata
6 8 (4.12%) Trillium
7 5 (2.58%) Alteryx
7 5 (2.58%) Google
8 3 (1.55%) Dell
9 2 (1.03%) Cognos
9 2 (1.03%) Progress
9 2 (1.03%) Splunk
10 1 (0.52%) Adobe
10 1 (0.52%) DocuSign
10 1 (0.52%) Facebook
10 1 (0.52%) Pardot
London
Engage PSG
Salary: £65000 - £75000 per annum + equity, benefits
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £45,000 to £55,000 per annum
Posted: 4 days ago
London
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 5 days ago
London
Michael Page Technology
Salary: £75000 - £76000 per annum + Pension, Health, Bonus
Posted: 6 days ago
East London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 6 days ago
London
Arrows Group Ltd
Salary: £0.00 per annum
Posted: 14 days ago
City of London
Venturi
Salary: £30000 - £48000 per annum + bonus +Full bens
Posted: 25 days ago
London
Talent Point
Salary: £35000.00 - £45000.00 per annum
Posted: 25 days ago
London
PwC
Salary: Competitive
Posted: 26 days ago
London
Mason Frank International
Salary: £20000 - £24000 per annum + benefits
Posted: 15 days ago
London
Mason Frank International
Salary: £30000 - £31000 per annum
Posted: 20 days ago