The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / North West
Rank 241 224 241
Rank change year-on-year
-17 +17
Permanent jobs citing Data Cleansing 10 4 19
As % of all permanent IT jobs located in the North West 0.17% 0.072% 0.28%
As % of the Processes & Methodologies category 0.19% 0.081% 0.32%
Number of salaries quoted 9 3 19
Median salary £50,000 £22,500 £40,000
Median salary % change year-on-year
+122.22% -43.75%
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5357 4908 6020
As % of all permanent IT jobs located in the North West 89.99% 88.04% 87.46%
Number of salaries quoted 4464 4075 5038
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £28,500 £28,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in the North West

The demand trend of job ads across the North West 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 North West

Data Cleansing
Salary Trend in the North West

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

Data Cleansing Salary Trend in the North West

Data Cleansing
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Cleansing across the North West region over the 3 months to 21 February 2017.

Data Cleansing Salary Histogram in the North West

Data Cleansing
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the North West region over the 3 months to 21 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
Manchester -20 10 £50,000 +122.22% 2
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 21 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 North West region with a requirement for Data Cleansing.

1 16 (69.57%) SQL
2 9 (39.13%) MS Excel
2 9 (39.13%) Data Modelling
3 8 (34.78%) Finance
4 6 (26.09%) ETL
4 6 (26.09%) Oracle
4 6 (26.09%) Decision Tree
5 5 (21.74%) Analytical Skills
5 5 (21.74%) Predictive Modelling
5 5 (21.74%) Tableau
5 5 (21.74%) Management Information System
5 5 (21.74%) Statistical Analysis
5 5 (21.74%) PhD
5 5 (21.74%) Business Intelligence
6 4 (17.39%) MS Access
6 4 (17.39%) MS Office
6 4 (17.39%) Degree
6 4 (17.39%) Data Transformation
7 3 (13.04%) AAT
7 3 (13.04%) Visualisation
7 3 (13.04%) CIMA
7 3 (13.04%) Data Visualisation
7 3 (13.04%) Data Management
7 3 (13.04%) Data Analysis
7 3 (13.04%) Data Integration
7 3 (13.04%) HTML
7 3 (13.04%) Data Warehouse
7 3 (13.04%) ERP
7 3 (13.04%) ACCA
8 2 (8.70%) Data Mining

Data Cleansing
Top Related IT Skills in the North West 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 (4.35%) Apache Spark
Applications
1 9 (39.13%) MS Excel
2 4 (17.39%) MS Office
Business Applications
1 1 (4.35%) Oracle ERP
Database & Business Intelligence
1 4 (17.39%) MS Access
2 3 (13.04%) Data Warehouse
3 2 (8.70%) Data Mining
3 2 (8.70%) Qlik Sense
3 2 (8.70%) QlikView
3 2 (8.70%) SQL Server
4 1 (4.35%) MongoDB
4 1 (4.35%) NoSQL
4 1 (4.35%) Star Schema
Development Applications
1 1 (4.35%) ERwin
General
1 8 (34.78%) Finance
Job Titles
1 9 (39.13%) Analyst
2 8 (34.78%) Data Analyst
3 7 (30.43%) Developer
4 6 (26.09%) Data Modeller
5 4 (17.39%) Business Data Analyst
5 4 (17.39%) Business IT Analyst
5 4 (17.39%) ETL Developer
5 4 (17.39%) IT Analyst
5 4 (17.39%) Report Analyst
5 4 (17.39%) Trainee
5 4 (17.39%) Trainee Analyst
5 4 (17.39%) Trainee Data Analyst
6 2 (8.70%) Systems Analyst
7 1 (4.35%) Architect
7 1 (4.35%) Business Developer
7 1 (4.35%) Business Intelligence Developer
7 1 (4.35%) Data Architect
7 1 (4.35%) Financial Analyst
7 1 (4.35%) Junior
7 1 (4.35%) Python Developer
Libraries, Frameworks & Software Standards
1 3 (13.04%) HTML
2 1 (4.35%) CSS
2 1 (4.35%) Mason
2 1 (4.35%) Visualforce
Miscellaneous
1 5 (21.74%) Analytical Skills
1 5 (21.74%) Management Information System
2 1 (4.35%) Algorithms
Processes & Methodologies
1 9 (39.13%) Data Modelling
2 6 (26.09%) Decision Tree
2 6 (26.09%) ETL
3 5 (21.74%) Business Intelligence
3 5 (21.74%) Predictive Modelling
3 5 (21.74%) Statistical Analysis
4 4 (17.39%) Data Transformation
5 3 (13.04%) Data Analysis
5 3 (13.04%) Data Integration
5 3 (13.04%) Data Management
5 3 (13.04%) Data Visualisation
5 3 (13.04%) ERP
5 3 (13.04%) Visualisation
6 2 (8.70%) Migration
6 2 (8.70%) Software Engineering
6 2 (8.70%) Validation
7 1 (4.35%) Data Architecture
7 1 (4.35%) Data Migration
7 1 (4.35%) Technical Architecture
7 1 (4.35%) Zachman Framework
Programming Languages
1 16 (69.57%) SQL
2 2 (8.70%) PL/SQL
2 2 (8.70%) Python
2 2 (8.70%) T-SQL
3 1 (4.35%) Apex Code
3 1 (4.35%) JavaScript
3 1 (4.35%) R
Qualifications
1 5 (21.74%) PhD
2 4 (17.39%) Degree
3 3 (13.04%) AAT
3 3 (13.04%) ACCA
3 3 (13.04%) CIMA
System Software
1 1 (4.35%) Docker
Vendors
1 6 (26.09%) Oracle
2 5 (21.74%) Tableau
3 2 (8.70%) IFS
4 1 (4.35%) Alteryx
4 1 (4.35%) IBM
4 1 (4.35%) Microsoft
4 1 (4.35%) Salesforce.com
4 1 (4.35%) SAP
4 1 (4.35%) Teradata
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Salary: £35000 - £45000 per annum
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