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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England / North West
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 251 226 237
Rank change year-on-year -25 +11  
Permanent jobs citing Data Cleansing 21 10 21
As % of all permanent IT jobs advertised in the North West 0.31% 0.18% 0.33%
As % of the Processes & Methodologies category 0.34% 0.20% 0.37%
Number of salaries quoted 20 5 13
Median salary £45,000 £30,000 £24,000
Median salary % change year-on-year +50.00% +25.00%  
90% offered a salary of more than £22,950 £23,000 £21,500
10% offered a salary of more than £111,000 £48,000 £42,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Data Cleansing is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 6180 4891 5734
As % of all permanent IT job vacancies advertised in the North West 89.83% 88.29% 89.73%
Number of salaries quoted 5009 4133 4657
Median salary £43,500 £42,500 £40,000
Median salary % change year-on-year +2.35% +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Cleansing
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Data Cleansing as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 26 June 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 3 months to 26 June 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 -30 12 £60,000 +60.00% 1
Merseyside -5 5 £23,000 -23.33% 1
Cheshire - 4 £60,000 - 2
Data Cleansing
England

For the 6 months to 26 June 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 23 (74.19%) SQL
2 15 (48.39%) Analytical Skills
3 14 (45.16%) Data Management
4 12 (38.71%) Data Quality
5 9 (29.03%) Oracle
6 7 (22.58%) Data Modelling
6 7 (22.58%) SAS
6 7 (22.58%) Tableau
6 7 (22.58%) Visualisation
6 7 (22.58%) Decision Tree
7 6 (19.35%) ETL
7 6 (19.35%) IBM
7 6 (19.35%) Informatica
7 6 (19.35%) Data Analysis
8 5 (16.13%) Marketing
8 5 (16.13%) Business Intelligence
8 5 (16.13%) PhD
8 5 (16.13%) Microsoft Office
8 5 (16.13%) Predictive Modelling
8 5 (16.13%) Statistical Analysis
8 5 (16.13%) Data Extraction
8 5 (16.13%) Master Data Management
8 5 (16.13%) Data Transformation
9 4 (12.90%) Analytics
9 4 (12.90%) Data Migration
9 4 (12.90%) SAP MDG
9 4 (12.90%) SAP
9 4 (12.90%) Unix
9 4 (12.90%) ERP
9 4 (12.90%) Microsoft Excel

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 7 (22.58%) SAS
2 1 (3.23%) Apache Spark
Applications
1 5 (16.13%) Microsoft Office
2 4 (12.90%) Microsoft Excel
3 2 (6.45%) MS Visio
4 1 (3.23%) SPSS
Business Applications
1 4 (12.90%) SAP MDG
Database & Business Intelligence
1 2 (6.45%) Data Warehouse
1 2 (6.45%) IBM InfoSphere
1 2 (6.45%) Oracle BI EE
1 2 (6.45%) QualityStage
1 2 (6.45%) SQL Server Integration Services
1 2 (6.45%) SQL Server Reporting Services
2 1 (3.23%) BusinessObjects
2 1 (3.23%) MongoDB
2 1 (3.23%) NoSQL
2 1 (3.23%) OLAP
2 1 (3.23%) QlikView
2 1 (3.23%) Spotfire
2 1 (3.23%) SQL Server
2 1 (3.23%) SQL Server Analysis Services
General
1 5 (16.13%) Marketing
2 4 (12.90%) Finance
2 4 (12.90%) Games
2 4 (12.90%) Retail
3 2 (6.45%) Advertising
Job Titles
1 9 (29.03%) Analyst
2 8 (25.81%) Data Analyst
3 7 (22.58%) Data Modeller
4 4 (12.90%) ERP Manager
4 4 (12.90%) Programme Manager
4 4 (12.90%) SAP Manager
4 4 (12.90%) SAP Programme Manager
5 3 (9.68%) Data Quality Analyst
5 3 (9.68%) Developer
5 3 (9.68%) Quality Analyst
6 2 (6.45%) Architect
6 2 (6.45%) Business Architect
6 2 (6.45%) Business Intelligence Architect
6 2 (6.45%) Data Manager
6 2 (6.45%) ETL Developer
6 2 (6.45%) Python Developer
7 1 (3.23%) Data Analytics Consultant
7 1 (3.23%) Data Quality Specialist
7 1 (3.23%) Data Scientist
7 1 (3.23%) Insight Consultant
Libraries, Frameworks & Software Standards
1 1 (3.23%) MDX
Miscellaneous
1 15 (48.39%) Analytical Skills
2 3 (9.68%) Data Structures
3 1 (3.23%) Algorithms
3 1 (3.23%) Computer Science
Operating Systems
1 4 (12.90%) Unix
Processes & Methodologies
1 14 (45.16%) Data Management
2 7 (22.58%) Data Modelling
2 7 (22.58%) Decision Tree
2 7 (22.58%) Visualisation
3 6 (19.35%) Data Analysis
3 6 (19.35%) ETL
4 5 (16.13%) Business Intelligence
4 5 (16.13%) Data Extraction
4 5 (16.13%) Data Transformation
4 5 (16.13%) Master Data Management
4 5 (16.13%) Predictive Modelling
4 5 (16.13%) Statistical Analysis
5 4 (12.90%) Analytics
5 4 (12.90%) Data Migration
5 4 (12.90%) ERP
5 4 (12.90%) Migration
6 3 (9.68%) Agile Software Development
6 3 (9.68%) B2B
6 3 (9.68%) Business Transformation
6 3 (9.68%) Stakeholder Engagement
Programming Languages
1 23 (74.19%) SQL
2 3 (9.68%) C
3 2 (6.45%) PL/SQL
3 2 (6.45%) Python
4 1 (3.23%) R
4 1 (3.23%) T-SQL
Qualifications
1 5 (16.13%) PhD
2 1 (3.23%) Degree
Quality Assurance & Compliance
1 12 (38.71%) Data Quality
System Software
1 1 (3.23%) Docker
Vendors
1 9 (29.03%) Oracle
2 7 (22.58%) Tableau
3 6 (19.35%) IBM
3 6 (19.35%) Informatica
4 4 (12.90%) Microsoft
4 4 (12.90%) SAP
4 4 (12.90%) Teradata
4 4 (12.90%) Trillium
5 2 (6.45%) Ab Initio
5 2 (6.45%) DataFlux
5 2 (6.45%) Datanomic
6 1 (3.23%) Alterian
Liverpool
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £35000.00 per annum
Posted: 3 days ago
Knutsford
Nigel Frank International
Salary: £40000 - £60000 per annum + pension, benefits, negotiable
Posted: 5 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £23000.00 - £25000.00 per annum
Posted: 13 days ago
Cheshire
Hays Specialist Recruitment Ltd
Posted: 16 days ago