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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 247 241 219
Rank change year-on-year
-6 -22
Permanent jobs citing Data Cleansing 12 6 53
As % of all permanent IT jobs located in the North West 0.19% 0.099% 0.71%
As % of the Processes & Methodologies category 0.21% 0.11% 0.81%
Number of salaries quoted 11 5 53
Median salary £35,000 £27,500 £40,000
Median salary % change year-on-year
+27.27% -31.25%
90% offered a salary of more than £19,000 £27,500 £30,000
10% offered a salary of more than £45,000 £31,500 £52,700
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
Data Cleansing
England

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
5588 5349 6504
As % of all permanent IT jobs located in the North West 88.19% 87.83% 86.73%
Number of salaries quoted 4691 4390 5576
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £29,500 £28,500 £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 5 December 2016.

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 5 December 2016. 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
(Click see detailed
statistics and trends)
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 -22 9 £37,500 +36.36% 1
Merseyside - 2 £19,000 -
Cheshire +15 1 £40,000 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 5 December 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 North West region with a requirement for Data Cleansing.

1 19 (73.08%) SQL
2 13 (50.00%) Finance
3 10 (38.46%) MS Excel
4 8 (30.77%) Data Modelling
5 6 (23.08%) ETL
5 6 (23.08%) Business Intelligence
5 6 (23.08%) Data Management
5 6 (23.08%) Data Quality
6 5 (19.23%) Management Information System
6 5 (19.23%) Data Warehouse
6 5 (19.23%) Oracle
6 5 (19.23%) MS Office
7 4 (15.38%) MS Access
7 4 (15.38%) SAS
7 4 (15.38%) Degree
7 4 (15.38%) Data Integration
7 4 (15.38%) Analytics
7 4 (15.38%) R
7 4 (15.38%) Tableau
7 4 (15.38%) Dashboard Development
8 3 (11.54%) Qlik Sense
8 3 (11.54%) Data Transformation
8 3 (11.54%) AAT
8 3 (11.54%) Data Visualisation
8 3 (11.54%) Visualisation
8 3 (11.54%) QlikView
8 3 (11.54%) Teradata
8 3 (11.54%) Information Management
8 3 (11.54%) Data Analysis
8 3 (11.54%) 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 4 (15.38%) SAS
Applications
1 10 (38.46%) MS Excel
2 5 (19.23%) MS Office
3 1 (3.85%) MS PowerPoint
Business Applications
1 1 (3.85%) Oracle ERP
Database & Business Intelligence
1 5 (19.23%) Data Warehouse
2 4 (15.38%) MS Access
3 3 (11.54%) Data Mining
3 3 (11.54%) Qlik Sense
3 3 (11.54%) QlikView
3 3 (11.54%) SQL Server
4 1 (3.85%) Star Schema
Development Applications
1 1 (3.85%) ERwin
General
1 13 (50.00%) Finance
2 2 (7.69%) Banking
2 2 (7.69%) Retail
Job Titles
1 12 (46.15%) Analyst
2 11 (42.31%) Data Analyst
3 6 (23.08%) Developer
4 4 (15.38%) Business Data Analyst
4 4 (15.38%) Business IT Analyst
4 4 (15.38%) Data Scientist
4 4 (15.38%) IT Analyst
4 4 (15.38%) Report Analyst
4 4 (15.38%) Trainee
4 4 (15.38%) Trainee Analyst
4 4 (15.38%) Trainee Data Analyst
5 3 (11.54%) Data Manager
5 3 (11.54%) Data Quality Manager
5 3 (11.54%) ETL Developer
5 3 (11.54%) Quality Manager
6 2 (7.69%) Data Quality Analyst
6 2 (7.69%) ETL Analyst
6 2 (7.69%) Quality Analyst
6 2 (7.69%) Systems Analyst
7 1 (3.85%) Business Developer
Libraries, Frameworks & Software Standards
1 3 (11.54%) HTML
Miscellaneous
1 5 (19.23%) Management Information System
2 4 (15.38%) Data Integration
3 3 (11.54%) Visualisation
4 1 (3.85%) Analytical Skills
4 1 (3.85%) Data Extraction
Processes & Methodologies
1 8 (30.77%) Data Modelling
2 6 (23.08%) Business Intelligence
2 6 (23.08%) Data Management
2 6 (23.08%) ETL
3 4 (15.38%) Analytics
3 4 (15.38%) Dashboard Development
4 3 (11.54%) Data Analysis
4 3 (11.54%) Data Transformation
4 3 (11.54%) Data Visualisation
4 3 (11.54%) ERP
4 3 (11.54%) Information Management
5 2 (7.69%) Data Governance
5 2 (7.69%) Migration
6 1 (3.85%) Master Data Management
6 1 (3.85%) Mentoring
6 1 (3.85%) Metadata Management
6 1 (3.85%) Spend Analysis
6 1 (3.85%) Stakeholder Management
6 1 (3.85%) TOGAF
6 1 (3.85%) Zachman Framework
Programming Languages
1 19 (73.08%) SQL
2 4 (15.38%) R
3 3 (11.54%) T-SQL
4 1 (3.85%) PL/SQL
4 1 (3.85%) Python
Qualifications
1 4 (15.38%) Degree
2 3 (11.54%) AAT
2 3 (11.54%) ACCA
2 3 (11.54%) CIMA
Quality Assurance & Compliance
1 6 (23.08%) Data Quality
Vendors
1 5 (19.23%) Oracle
2 4 (15.38%) Tableau
3 3 (11.54%) Teradata
4 2 (7.69%) IFS
4 2 (7.69%) Trillium
5 1 (3.85%) Alteryx
5 1 (3.85%) IBM
5 1 (3.85%) Microsoft
5 1 (3.85%) SAP
Preston, Lancashire
Searchability
Salary: £20000 - £25000 per annum + Benefits
Posted: 3 days ago
Manchester
Mason Frank International
Salary: £30000 - £35000 per annum + Benefits
Posted: 3 days ago