The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
London / City of London
Rank 197 251 300
Rank change year-on-year
+54 +49
Permanent jobs citing Data Cleansing 29 10 23
As % of all permanent IT jobs located in the City of London 0.58% 0.15% 0.22%
As % of the Processes & Methodologies category 0.64% 0.16% 0.25%
Number of salaries quoted 29 10 21
Median salary £37,500 £55,000 £32,500
Median salary % change year-on-year
-31.81% +69.23%
UK excluding London median salary £42,500 £41,000 £40,500
% change year-on-year
+3.65% +1.23%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4511 6143 9027
As % of all permanent IT jobs located in the City of London 89.77% 89.71% 86.91%
Number of salaries quoted 4108 5450 7672
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £37,500
10% offered a salary of more than £90,000 £82,500 £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 the City of London

The demand trend of job ads across the City of 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 the City of London

Data Cleansing
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Cleansing across the City of London region.

Data Cleansing Salary Trend in the City of London

Data Cleansing
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Cleansing across the City of London region over the 3 months to 24 February 2017.

Data Cleansing Salary Histogram in the City of London

Data Cleansing
Top 30 Related IT Skills in the City of London

For the 6 months to 24 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 City of London region with a requirement for Data Cleansing.

1 17 (47.22%) Data Analysis
2 16 (44.44%) SQL
3 15 (41.67%) Validation
4 14 (38.89%) CRM
4 14 (38.89%) Project Management
4 14 (38.89%) Data Integration
4 14 (38.89%) Line Management
4 14 (38.89%) Analytical Skills
5 13 (36.11%) User Acceptance Testing
5 13 (36.11%) Time Management
6 12 (33.33%) Data Quality
7 11 (30.56%) Analytics
8 10 (27.78%) Business Intelligence
8 10 (27.78%) ETL
9 9 (25.00%) Finance
10 8 (22.22%) Data Modelling
11 7 (19.44%) Data Mining
12 6 (16.67%) Management Information System
12 6 (16.67%) Data Architecture
13 5 (13.89%) SQL Server Reporting Services
13 5 (13.89%) Marketing
13 5 (13.89%) Legal
14 4 (11.11%) Marketing Intelligence
14 4 (11.11%) Microsoft
14 4 (11.11%) Data Warehouse
14 4 (11.11%) MS Excel
14 4 (11.11%) VBA
14 4 (11.11%) Practice Management
14 4 (11.11%) Banking
14 4 (11.11%) Degree

Data Cleansing
Top Related IT Skills in the City of 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 1 (2.78%) Apache Spark
Applications
1 4 (11.11%) MS Excel
2 1 (2.78%) MS Office
2 1 (2.78%) MS Project
2 1 (2.78%) MS Visio
Business Applications
1 1 (2.78%) Raiser's Edge
Cloud Services
1 1 (2.78%) Amazon AWS
1 1 (2.78%) Amazon Kinesis
1 1 (2.78%) Amazon S3
1 1 (2.78%) Amazon SQS
1 1 (2.78%) Google Analytics
Database & Business Intelligence
1 7 (19.44%) Data Mining
2 5 (13.89%) SQL Server Reporting Services
3 4 (11.11%) Big Data
3 4 (11.11%) Data Warehouse
3 4 (11.11%) Hadoop
3 4 (11.11%) Power BI
4 3 (8.33%) Microsoft Analysis Services
4 3 (8.33%) PowerPivot
5 2 (5.56%) MS Access
5 2 (5.56%) QlikView
5 2 (5.56%) Relational Database
5 2 (5.56%) SQL Server Analysis Services
6 1 (2.78%) Amazon Redshift
6 1 (2.78%) Apache Cassandra
6 1 (2.78%) Mixpanel
6 1 (2.78%) NoSQL
6 1 (2.78%) OLAP
6 1 (2.78%) Qlik Sense
6 1 (2.78%) SQL Server
6 1 (2.78%) SQL Server Integration Services
General
1 9 (25.00%) Finance
2 5 (13.89%) Legal
2 5 (13.89%) Marketing
3 4 (11.11%) Banking
4 3 (8.33%) Billing
4 3 (8.33%) Law
5 1 (2.78%) Corporate Banking
5 1 (2.78%) Financial Institution
5 1 (2.78%) Retail
Job Titles
1 14 (38.89%) Administrator
2 9 (25.00%) Data Administrator
3 8 (22.22%) Analyst
4 7 (19.44%) Developer
5 6 (16.67%) Business Intelligence Lead
5 6 (16.67%) Data Analyst
6 5 (13.89%) Business Developer
6 5 (13.89%) Business Intelligence Developer
7 4 (11.11%) DBA
7 4 (11.11%) Lead Developer
8 3 (8.33%) Data Quality Analyst
8 3 (8.33%) Quality Analyst
8 3 (8.33%) Senior Analyst
8 3 (8.33%) Senior Data Quality Analyst
8 3 (8.33%) Senior Quality Analyst
9 2 (5.56%) Report Analyst
9 2 (5.56%) Team Leader
10 1 (2.78%) Applications Developer
10 1 (2.78%) Information Architect
10 1 (2.78%) Support Analyst
Libraries, Frameworks & Software Standards
1 3 (8.33%) MDX
2 1 (2.78%) NumPy
2 1 (2.78%) Pandas
2 1 (2.78%) scikit-learn
Miscellaneous
1 14 (38.89%) Analytical Skills
2 6 (16.67%) Management Information System
3 3 (8.33%) Computer Science
4 1 (2.78%) Data Protection Act
4 1 (2.78%) PMI
4 1 (2.78%) Reference Data
4 1 (2.78%) Replication
4 1 (2.78%) Social Media
Processes & Methodologies
1 17 (47.22%) Data Analysis
2 15 (41.67%) Validation
3 14 (38.89%) CRM
3 14 (38.89%) Data Integration
3 14 (38.89%) Line Management
3 14 (38.89%) Project Management
4 13 (36.11%) Time Management
4 13 (36.11%) User Acceptance Testing
5 11 (30.56%) Analytics
6 10 (27.78%) Business Intelligence
6 10 (27.78%) ETL
7 8 (22.22%) Data Modelling
8 6 (16.67%) Data Architecture
9 4 (11.11%) Customer Analytics
9 4 (11.11%) Digital Marketing
9 4 (11.11%) Marketing Intelligence
9 4 (11.11%) Mentoring
9 4 (11.11%) Practice Management
10 3 (8.33%) Data Analytics
10 3 (8.33%) Root Cause Analysis
Programming Languages
1 16 (44.44%) SQL
2 4 (11.11%) VBA
3 3 (8.33%) Python
3 3 (8.33%) T-SQL
4 2 (5.56%) C#
4 2 (5.56%) Data Analysis Expressions (DAX)
5 1 (2.78%) C
5 1 (2.78%) Java
5 1 (2.78%) MATLAB
5 1 (2.78%) R
Qualifications
1 4 (11.11%) Degree
2 1 (2.78%) APMP
2 1 (2.78%) PhD
2 1 (2.78%) PMI Certification
2 1 (2.78%) PMP
Quality Assurance & Compliance
1 12 (33.33%) Data Quality
2 2 (5.56%) SLA
3 1 (2.78%) P3O
3 1 (2.78%) PCI DSS
System Software
1 1 (2.78%) Docker
Vendors
1 4 (11.11%) Microsoft
1 4 (11.11%) Tableau
2 2 (5.56%) Progress
3 1 (2.78%) Google
City, London
Best Practice Talent Solutions
Salary: From £45,000 to £55,000 per annum
Posted: 15 hours ago
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: 3 days ago
City of London
Venturi
Salary: £30000 - £48000 per annum + bonus +Full bens
Posted: 21 days ago
City of London
Michael Page Technology
Salary: £30000 - £34000 per annum
Posted: 11 days ago