Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Data Cleansing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Cleansing over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England > North West
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 340 330 329
Rank change year-on-year -10 -1 -31
Permanent jobs citing Data Cleansing 34 28 23
As % of all permanent IT jobs advertised in the North West 0.26% 0.22% 0.18%
As % of the Processes & Methodologies category 0.29% 0.25% 0.20%
Number of salaries quoted 31 25 22
North West median annual salary £25,000 £39,000 £27,500
Median salary % change year-on-year -35.90% +41.82% -26.67%
10th Percentile £19,000 £19,000 £21,250
90th Percentile £100,000 £57,500 £42,875
England median annual salary £46,250 £45,000 £42,500
% change year-on-year +2.78% +5.88% -

Data Cleansing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11909 11223 11591
As % of all permanent IT jobs advertised in the North West 89.90% 89.76% 89.42%
Number of salaries quoted 9463 9353 9582
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Cleansing
Job Vacancy Trend in the North West

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Data Cleansing 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 in the North West.

Salary trend for Data Cleansing in the North West

Data Cleansing
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Cleansing in the North West over the 6 months to 23 November 2017.

Salary histogram for Data Cleansing 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire -16 17 £20,000 -50.00%
Manchester -24 10 £70,000 +75.00% 1
Merseyside +18 7 £23,000 +21.05%
Data Cleansing
England

For the 6 months to 23 November 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 19 (55.88%) SQL
2 17 (50.00%) Marketing
3 13 (38.24%) Data Quality
4 11 (32.35%) Analytical Skills
4 11 (32.35%) Business Development
4 11 (32.35%) Telesales
4 11 (32.35%) SAS
4 11 (32.35%) B2B
4 11 (32.35%) Informatica
5 10 (29.41%) IBM
5 10 (29.41%) Oracle
5 10 (29.41%) Data Management
6 9 (26.47%) Master Data Management
7 8 (23.53%) Business Intelligence
8 7 (20.59%) Data Analysis
8 7 (20.59%) Data Extraction
8 7 (20.59%) Analytics
9 6 (17.65%) Data Strategy
9 6 (17.65%) Teradata
9 6 (17.65%) Data Integration
9 6 (17.65%) Oracle BI EE
9 6 (17.65%) Games
10 5 (14.71%) Unix
10 5 (14.71%) Trillium
10 5 (14.71%) Visualisation
11 4 (11.76%) Data Structures
11 4 (11.76%) Microsoft
11 4 (11.76%) Finance
11 4 (11.76%) ETL
11 4 (11.76%) Agile Software Development

Data Cleansing
Co-occurring 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 11 (32.35%) SAS
Applications
1 3 (8.82%) Microsoft Excel
1 3 (8.82%) Microsoft Office
1 3 (8.82%) MS Visio
2 1 (2.94%) SPSS
Business Applications
1 2 (5.88%) SAP MDG
Database & Business Intelligence
1 6 (17.65%) Oracle BI EE
2 3 (8.82%) BusinessObjects
3 2 (5.88%) IBM InfoSphere
3 2 (5.88%) QlikView
3 2 (5.88%) QualityStage
4 1 (2.94%) Data Warehouse
4 1 (2.94%) Spotfire
General
1 17 (50.00%) Marketing
2 6 (17.65%) Games
3 4 (11.76%) Finance
4 1 (2.94%) Banking
4 1 (2.94%) Retail
Job Titles
1 11 (32.35%) Telesales Executive
2 8 (23.53%) Analyst
2 8 (23.53%) Telemarketer
3 7 (20.59%) Data Analyst
4 6 (17.65%) Architect
4 6 (17.65%) Business Architect
4 6 (17.65%) Business Intelligence Architect
5 2 (5.88%) Data Manager
5 2 (5.88%) Data Quality Specialist
5 2 (5.88%) SAP Manager
6 1 (2.94%) Consultant
6 1 (2.94%) Data Migration Manager
6 1 (2.94%) Data Modeller
6 1 (2.94%) ERP Manager
6 1 (2.94%) Lead Architect
6 1 (2.94%) Programme Manager
6 1 (2.94%) SAP Data Migration Manager
6 1 (2.94%) SAP Programme Manager
6 1 (2.94%) Technical Analyst
6 1 (2.94%) Technical Consultant
Miscellaneous
1 11 (32.35%) Analytical Skills
2 4 (11.76%) Data Structures
3 1 (2.94%) Greenfield Project
3 1 (2.94%) PMI
Operating Systems
1 5 (14.71%) Unix
Processes & Methodologies
1 11 (32.35%) B2B
1 11 (32.35%) Business Development
1 11 (32.35%) Telesales
2 10 (29.41%) Data Management
3 9 (26.47%) Master Data Management
4 8 (23.53%) Business Intelligence
5 7 (20.59%) Analytics
5 7 (20.59%) Data Analysis
5 7 (20.59%) Data Extraction
6 6 (17.65%) Data Integration
6 6 (17.65%) Data Strategy
7 5 (14.71%) Visualisation
8 4 (11.76%) Agile Software Development
8 4 (11.76%) ETL
9 3 (8.82%) Stakeholder Management
10 2 (5.88%) Customer Insight
10 2 (5.88%) Data Migration
10 2 (5.88%) Data Security
10 2 (5.88%) Migration
10 2 (5.88%) Prototyping
Programming Languages
1 19 (55.88%) SQL
Qualifications
1 1 (2.94%) PMI Certification
Quality Assurance & Compliance
1 13 (38.24%) Data Quality
Vendors
1 11 (32.35%) Informatica
2 10 (29.41%) IBM
2 10 (29.41%) Oracle
3 6 (17.65%) Teradata
4 5 (14.71%) Trillium
5 4 (11.76%) Microsoft
6 3 (8.82%) Ab Initio
6 3 (8.82%) Alterian
7 2 (5.88%) DataFlux
7 2 (5.88%) Datanomic
7 2 (5.88%) SAP
7 2 (5.88%) Tableau
8 1 (2.94%) ServiceNow