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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 227 268 316
Rank change year-on-year
+41 +48
Permanent jobs citing Data Cleansing 21 22 15
As % of all permanent IT jobs located in the City of London 0.35% 0.26% 0.13%
As % of the Processes & Methodologies category 0.39% 0.29% 0.16%
Number of salaries quoted 19 19 12
Median salary £57,500 £60,000 £47,500
Median salary % change year-on-year
-4.16% +26.31%
90% offered a salary of more than £27,500 £42,500 £35,000
10% offered a salary of more than £73,500 £88,000 £48,850
UK excluding London median salary £40,000 £40,000 £40,000
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
5341 7529 9561
As % of all permanent IT jobs located in the City of London 89.17% 87.33% 84.93%
Number of salaries quoted 4881 6482 7969
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 27 September 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 27 September 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 33 (89.19%) SQL
2 28 (75.68%) MS Excel
2 28 (75.68%) Microsoft
2 28 (75.68%) Finance
3 25 (67.57%) Legal
4 24 (64.86%) Business Intelligence
5 22 (59.46%) Data Analysis
6 21 (56.76%) SQL Server Reporting Services
6 21 (56.76%) PowerPivot
7 19 (51.35%) Tableau
8 18 (48.65%) Data Quality
8 18 (48.65%) Power BI
8 18 (48.65%) Data Management
8 18 (48.65%) T-SQL
8 18 (48.65%) VBA
9 17 (45.95%) Billing
9 17 (45.95%) Management Information System
9 17 (45.95%) MDX
10 16 (43.24%) Visualisation
10 16 (43.24%) Analytical Skills
11 14 (37.84%) Microsoft Analysis Services
12 12 (32.43%) SQL Server Analysis Services
13 11 (29.73%) PCI DSS
13 11 (29.73%) SQL Server
13 11 (29.73%) MS Access
14 10 (27.03%) Data Analysis Expressions (DAX)
14 10 (27.03%) Relational Database
15 9 (24.32%) Kimball Methodology
15 9 (24.32%) ETL
16 8 (21.62%) Data Modelling

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 (10.81%) SharePoint
Applications
1 28 (75.68%) MS Excel
2 5 (13.51%) MS Office
3 4 (10.81%) MS PowerPoint
3 4 (10.81%) MS Visio
Database & Business Intelligence
1 21 (56.76%) PowerPivot
1 21 (56.76%) SQL Server Reporting Services
2 18 (48.65%) Power BI
3 14 (37.84%) Microsoft Analysis Services
4 12 (32.43%) SQL Server Analysis Services
5 11 (29.73%) MS Access
5 11 (29.73%) SQL Server
6 10 (27.03%) Relational Database
7 4 (10.81%) Data Mining
7 4 (10.81%) Data Warehouse
7 4 (10.81%) SQL Server 2012
7 4 (10.81%) SQL Server 2014
7 4 (10.81%) SQL Server 2016
7 4 (10.81%) SQL Server Integration Services
8 2 (5.41%) Big Data
8 2 (5.41%) Data Mart
8 2 (5.41%) NoSQL
8 2 (5.41%) RDBMS
9 1 (2.70%) Qlik Sense
9 1 (2.70%) QlikView
General
1 28 (75.68%) Finance
2 25 (67.57%) Legal
3 17 (45.95%) Billing
4 5 (13.51%) Marketing
5 2 (5.41%) Pharmaceutical
6 1 (2.70%) Banking
6 1 (2.70%) Corporate Banking
6 1 (2.70%) Financial Institution
Job Titles
1 11 (29.73%) Analyst
2 9 (24.32%) Business Intelligence Lead
2 9 (24.32%) Team Leader
3 8 (21.62%) Business Intelligence Analyst
3 8 (21.62%) Report Analyst
3 8 (21.62%) SSRS Analyst
4 7 (18.92%) SQL Analyst
5 6 (16.22%) Data Scientist
6 5 (13.51%) Developer
6 5 (13.51%) SQL Reporting Analyst
7 4 (10.81%) Administrator
7 4 (10.81%) Business Intelligence Developer
7 4 (10.81%) Business Manager
7 4 (10.81%) Business Project Manager
7 4 (10.81%) DBA
7 4 (10.81%) Junior
7 4 (10.81%) Project Manager
7 4 (10.81%) SQL DBA
7 4 (10.81%) SQL Developer
7 4 (10.81%) SSIS Developer
Libraries, Frameworks & Software Standards
1 17 (45.95%) MDX
2 4 (10.81%) COM
2 4 (10.81%) NumPy
2 4 (10.81%) Pandas
2 4 (10.81%) scikit-learn
3 2 (5.41%) D3.js
Miscellaneous
1 17 (45.95%) Management Information System
2 16 (43.24%) Analytical Skills
2 16 (43.24%) Visualisation
3 8 (21.62%) Computer Science
3 8 (21.62%) Mathematics
4 7 (18.92%) Statistics
5 4 (10.81%) Data Centre
5 4 (10.81%) Replication
6 3 (8.11%) Neural Network
7 1 (2.70%) Data Integration
7 1 (2.70%) Life Science
7 1 (2.70%) Reference Data
7 1 (2.70%) Social Media
7 1 (2.70%) Taxonomies
Processes & Methodologies
1 24 (64.86%) Business Intelligence
2 22 (59.46%) Data Analysis
3 18 (48.65%) Data Management
4 9 (24.32%) ETL
4 9 (24.32%) Kimball Methodology
5 8 (21.62%) Data Modelling
6 6 (16.22%) Asset Management
7 4 (10.81%) Analytics
7 4 (10.81%) CRM
7 4 (10.81%) Data Visualisation
7 4 (10.81%) Machine Learning
7 4 (10.81%) Master Data Management
7 4 (10.81%) Performance Tuning
7 4 (10.81%) Reverse Engineering
8 3 (8.11%) Dimensional Modelling
9 2 (5.41%) Agile Software Development
9 2 (5.41%) Data Acquisition
9 2 (5.41%) Data Munging
9 2 (5.41%) Investment Management
9 2 (5.41%) Stakeholder Engagement
Programming Languages
1 33 (89.19%) SQL
2 18 (48.65%) T-SQL
2 18 (48.65%) VBA
3 10 (27.03%) Data Analysis Expressions (DAX)
4 6 (16.22%) C#
5 4 (10.81%) Python
6 2 (5.41%) C
Qualifications
1 4 (10.81%) PhD
2 3 (8.11%) Degree
Quality Assurance & Compliance
1 18 (48.65%) Data Quality
2 11 (29.73%) PCI DSS
3 5 (13.51%) QA
4 3 (8.11%) SLA
Vendors
1 28 (75.68%) Microsoft
2 19 (51.35%) Tableau
3 4 (10.81%) Salesforce.com
4 2 (5.41%) Oracle
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