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 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 228 294 305
Rank change year-on-year
+66 +11
Permanent jobs citing Data Cleansing 21 16 30
As % of all permanent IT jobs located in the City of London 0.34% 0.16% 0.25%
As % of the Processes & Methodologies category 0.38% 0.19% 0.29%
Number of salaries quoted 20 14 30
Median salary £57,500 £73,750 £49,500
Median salary % change year-on-year
-22.03% +48.98%
90% offered a salary of more than £27,500 £42,500 £39,950
10% offered a salary of more than £68,500 £97,000 £55,250
UK excluding London median salary £41,250 £40,000 £37,500
% change year-on-year
+3.12% +6.66%
Data Cleansing
London

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
5516 8574 10315
As % of all permanent IT jobs located in the City of London 88.98% 87.48% 85.54%
Number of salaries quoted 5033 7343 8532
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £42,500 £37,500 £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 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 26 August 2016.

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 26 August 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 City of London region with a requirement for Data Cleansing.

1 32 (78.05%) Finance
2 31 (75.61%) SQL
3 27 (65.85%) MS Excel
3 27 (65.85%) Microsoft
4 24 (58.54%) Business Intelligence
4 24 (58.54%) Data Management
5 23 (56.10%) Legal
6 22 (53.66%) Data Analysis
6 22 (53.66%) Analytical Skills
7 19 (46.34%) SQL Server Reporting Services
7 19 (46.34%) PowerPivot
8 18 (43.90%) Tableau
9 16 (39.02%) Data Quality
9 16 (39.02%) T-SQL
9 16 (39.02%) VBA
9 16 (39.02%) Power BI
10 15 (36.59%) Management Information System
10 15 (36.59%) Billing
10 15 (36.59%) MDX
11 14 (34.15%) Visualisation
12 12 (29.27%) Microsoft Analysis Services
13 11 (26.83%) SQL Server Analysis Services
13 11 (26.83%) PCI DSS
13 11 (26.83%) MS Access
13 11 (26.83%) SQL Server
13 11 (26.83%) ETL
14 10 (24.39%) Data Modelling
14 10 (24.39%) Relational Database
15 8 (19.51%) Data Analysis Expressions (DAX)
15 8 (19.51%) Computer Science

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 4 (9.76%) SharePoint
2 1 (2.44%) SAS
Applications
1 27 (65.85%) MS Excel
2 5 (12.20%) MS Office
2 5 (12.20%) MS PowerPoint
3 4 (9.76%) MS Visio
Business Applications
1 1 (2.44%) Dynamics CRM
Cloud Services
1 1 (2.44%) Amazon AWS
Database & Business Intelligence
1 19 (46.34%) PowerPivot
1 19 (46.34%) SQL Server Reporting Services
2 16 (39.02%) Power BI
3 12 (29.27%) Microsoft Analysis Services
4 11 (26.83%) MS Access
4 11 (26.83%) SQL Server
4 11 (26.83%) SQL Server Analysis Services
5 10 (24.39%) Relational Database
6 6 (14.63%) Data Mining
7 5 (12.20%) Data Warehouse
8 4 (9.76%) SQL Server 2012
8 4 (9.76%) SQL Server 2014
8 4 (9.76%) SQL Server 2016
8 4 (9.76%) SQL Server Integration Services
9 2 (4.88%) Big Data
9 2 (4.88%) Data Mart
9 2 (4.88%) NoSQL
9 2 (4.88%) Oracle BI EE
9 2 (4.88%) QlikView
9 2 (4.88%) RDBMS
General
1 32 (78.05%) Finance
2 23 (56.10%) Legal
3 15 (36.59%) Billing
4 4 (9.76%) Marketing
5 2 (4.88%) Pharmaceutical
6 1 (2.44%) Banking
Job Titles
1 13 (31.71%) Analyst
2 8 (19.51%) Administrator
2 8 (19.51%) Business Intelligence Analyst
2 8 (19.51%) Report Analyst
2 8 (19.51%) SQL Analyst
2 8 (19.51%) SSRS Analyst
3 7 (17.07%) Business Intelligence Lead
3 7 (17.07%) Team Leader
4 6 (14.63%) SQL Reporting Analyst
5 5 (12.20%) Business Intelligence Developer
5 5 (12.20%) Data Scientist
5 5 (12.20%) Developer
6 4 (9.76%) Business Manager
6 4 (9.76%) Business Process Manager
6 4 (9.76%) Business Project Manager
6 4 (9.76%) DBA
6 4 (9.76%) Junior
6 4 (9.76%) Process Manager
6 4 (9.76%) SQL DBA
6 4 (9.76%) SQL Developer
Libraries, Frameworks & Software Standards
1 15 (36.59%) MDX
2 4 (9.76%) COM
3 3 (7.32%) NumPy
3 3 (7.32%) Pandas
3 3 (7.32%) scikit-learn
4 2 (4.88%) D3.js
Miscellaneous
1 22 (53.66%) Analytical Skills
2 15 (36.59%) Management Information System
3 14 (34.15%) Visualisation
4 8 (19.51%) Computer Science
5 6 (14.63%) Mathematics
5 6 (14.63%) Statistics
6 4 (9.76%) Data Centre
6 4 (9.76%) Replication
7 3 (7.32%) Data Integration
8 2 (4.88%) Neural Network
9 1 (2.44%) Data Protection Act
9 1 (2.44%) Life Science
9 1 (2.44%) Reference Data
9 1 (2.44%) Taxonomies
9 1 (2.44%) User Experience
Operating Systems
1 1 (2.44%) Linux
Processes & Methodologies
1 24 (58.54%) Business Intelligence
1 24 (58.54%) Data Management
2 22 (53.66%) Data Analysis
3 11 (26.83%) ETL
4 10 (24.39%) Data Modelling
5 7 (17.07%) Kimball Methodology
6 6 (14.63%) Analytics
6 6 (14.63%) Asset Management
7 5 (12.20%) CRM
8 4 (9.76%) Master Data Management
8 4 (9.76%) Reverse Engineering
8 4 (9.76%) Time Management
9 3 (7.32%) Data Entry
9 3 (7.32%) Data Visualisation
9 3 (7.32%) Dimensional Modelling
9 3 (7.32%) Machine Learning
9 3 (7.32%) Migration
9 3 (7.32%) Performance Management
9 3 (7.32%) Performance Tuning
9 3 (7.32%) System Testing
Programming Languages
1 31 (75.61%) SQL
2 16 (39.02%) T-SQL
2 16 (39.02%) VBA
3 8 (19.51%) Data Analysis Expressions (DAX)
4 4 (9.76%) C#
5 3 (7.32%) Python
6 2 (4.88%) C
7 1 (2.44%) Groovy
7 1 (2.44%) Java
7 1 (2.44%) JavaScript
7 1 (2.44%) PHP
Qualifications
1 4 (9.76%) PhD
2 3 (7.32%) Degree
Quality Assurance & Compliance
1 16 (39.02%) Data Quality
2 11 (26.83%) PCI DSS
3 5 (12.20%) QA
4 1 (2.44%) SLA
Vendors
1 27 (65.85%) Microsoft
2 18 (43.90%) Tableau
3 7 (17.07%) Salesforce.com
4 2 (4.88%) Oracle
5 1 (2.44%) DataFlux
5 1 (2.44%) Hyperion
5 1 (2.44%) Informatica
5 1 (2.44%) Jaspersoft
City of London
Streamline Connections Ltd
Salary: £45000 - £55000 per annum + Benefits
Posted: 2 days ago
City of London
Streamline Connections Ltd
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 2 days ago