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 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / North West
Rank 238 229 241
Rank change year-on-year -9 +12  
Permanent jobs citing Data Cleansing 10 6 15
As % of all permanent IT jobs advertised in the North West 0.16% 0.11% 0.23%
As % of the Processes & Methodologies category 0.18% 0.12% 0.26%
Number of salaries quoted 10 4 13
Median salary £50,000 £23,000 £40,000
Median salary % change year-on-year +117.39% -42.50%  
UK excluding London median salary £44,500 £41,500 £40,000
% change year-on-year +7.22% +3.75%  

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 5480 4997 5827
As % of all permanent IT job vacancies advertised in the North West 90.40% 87.85% 88.54%
Number of salaries quoted 4557 4156 4689
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 March 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 March 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 -13 10 £50,000 +117.39% 2
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 26 March 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 (84.21%) SQL
2 8 (42.11%) Oracle
3 7 (36.84%) Data Modelling
3 7 (36.84%) ETL
4 6 (31.58%) Tableau
4 6 (31.58%) Data Transformation
4 6 (31.58%) Analytical Skills
4 6 (31.58%) Decision Tree
5 5 (26.32%) Predictive Modelling
5 5 (26.32%) Statistical Analysis
5 5 (26.32%) MS Excel
5 5 (26.32%) PhD
6 4 (21.05%) Data Warehouse
6 4 (21.05%) Business Intelligence
6 4 (21.05%) Finance
7 3 (15.79%) Data Analysis
7 3 (15.79%) PL/SQL
7 3 (15.79%) Python
7 3 (15.79%) ERP
8 2 (10.53%) Mentoring
8 2 (10.53%) IFS
8 2 (10.53%) Visualisation
8 2 (10.53%) AAT
8 2 (10.53%) Analytics
8 2 (10.53%) CIMA
8 2 (10.53%) ACCA
8 2 (10.53%) Software Engineering
8 2 (10.53%) Validation
8 2 (10.53%) Migration
8 2 (10.53%) Data Management

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 (5.26%) Apache Spark
1 1 (5.26%) SAS
Applications
1 5 (26.32%) MS Excel
2 1 (5.26%) SPSS
Business Applications
1 1 (5.26%) Oracle ERP
Database & Business Intelligence
1 4 (21.05%) Data Warehouse
2 1 (5.26%) MongoDB
2 1 (5.26%) NoSQL
2 1 (5.26%) QlikView
2 1 (5.26%) Spotfire
2 1 (5.26%) Star Schema
Development Applications
1 1 (5.26%) ERwin
General
1 4 (21.05%) Finance
Job Titles
1 7 (36.84%) Developer
2 6 (31.58%) Data Modeller
3 5 (26.32%) ETL Developer
4 4 (21.05%) Analyst
5 3 (15.79%) Data Analyst
6 2 (10.53%) Python Developer
6 2 (10.53%) Systems Analyst
7 1 (5.26%) Analytics Consultant
7 1 (5.26%) Consultant
7 1 (5.26%) Data Analytics Consultant
7 1 (5.26%) Data Architect
7 1 (5.26%) Data Consultant
7 1 (5.26%) Data Scientist
7 1 (5.26%) Financial Analyst
7 1 (5.26%) Insight Consultant
7 1 (5.26%) Junior Salesforce Developer
7 1 (5.26%) Oracle Architect
7 1 (5.26%) Salesforce Developer
7 1 (5.26%) Senior Consultant
7 1 (5.26%) Teradata Architect
Libraries, Frameworks & Software Standards
1 1 (5.26%) CSS
1 1 (5.26%) HTML
1 1 (5.26%) Mason
1 1 (5.26%) Visualforce
Miscellaneous
1 6 (31.58%) Analytical Skills
2 1 (5.26%) Algorithms
2 1 (5.26%) Computer Science
2 1 (5.26%) Management Information System
Processes & Methodologies
1 7 (36.84%) Data Modelling
1 7 (36.84%) ETL
2 6 (31.58%) Data Transformation
2 6 (31.58%) Decision Tree
3 5 (26.32%) Predictive Modelling
3 5 (26.32%) Statistical Analysis
4 4 (21.05%) Business Intelligence
5 3 (15.79%) Data Analysis
5 3 (15.79%) ERP
6 2 (10.53%) Analytics
6 2 (10.53%) Data Management
6 2 (10.53%) Mentoring
6 2 (10.53%) Migration
6 2 (10.53%) Software Engineering
6 2 (10.53%) Validation
6 2 (10.53%) Visualisation
7 1 (5.26%) B2B
7 1 (5.26%) Project Management
7 1 (5.26%) Stakeholder Management
7 1 (5.26%) Workflow
Programming Languages
1 16 (84.21%) SQL
2 3 (15.79%) PL/SQL
2 3 (15.79%) Python
3 1 (5.26%) Apex Code
3 1 (5.26%) JavaScript
3 1 (5.26%) R
Qualifications
1 5 (26.32%) PhD
2 2 (10.53%) AAT
2 2 (10.53%) ACCA
2 2 (10.53%) CIMA
3 1 (5.26%) Degree
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
System Software
1 1 (5.26%) Docker
Vendors
1 8 (42.11%) Oracle
2 6 (31.58%) Tableau
3 2 (10.53%) IFS
4 1 (5.26%) Alteryx
4 1 (5.26%) IBM
4 1 (5.26%) Microsoft
4 1 (5.26%) Salesforce.com
4 1 (5.26%) SAP
4 1 (5.26%) Teradata
Salford, Lancashire
Oscar
Salary: £32000 - £37000 per annum + Benefits
Posted: 5 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £23000.00 per annum
Posted: 27 days ago