The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 1 March 2017 with a comparison to the same period over the previous 2 years.

3 months to
1 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
North West / Manchester
Rank 190 174 186
Rank change year-on-year
-16 +12
Permanent jobs citing Data Cleansing 10 5 13
As % of all permanent IT jobs located in Manchester 0.27% 0.15% 0.33%
As % of the Processes & Methodologies category 0.29% 0.17% 0.38%
Number of salaries quoted 9 4 13
Median salary £50,000 £23,000 £42,500
Median salary % change year-on-year
+117.39% -45.88%
UK excluding London median salary £42,750 £41,000 £41,000
% change year-on-year
+4.26% -

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

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3438 3016 3422
As % of all permanent IT jobs located in Manchester 91.31% 90.65% 87.21%
Number of salaries quoted 2896 2480 2883
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £62,500 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Cleansing
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester 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 Manchester

Data Cleansing
Salary Trend in Manchester

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

Data Cleansing Salary Trend in Manchester

Data Cleansing
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Data Cleansing across the Manchester region over the 3 months to 1 March 2017.

Data Cleansing Salary Histogram in Manchester

Data Cleansing
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the Manchester region over the 3 months to 1 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
Bury -7 1 - -
Data Cleansing
North West

Data Cleansing
Top 30 Related IT Skills in Manchester

For the 6 months to 1 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 Manchester region with a requirement for Data Cleansing.

1 15 (83.33%) SQL
2 7 (38.89%) Oracle
2 7 (38.89%) Data Modelling
2 7 (38.89%) ETL
3 6 (33.33%) Decision Tree
4 5 (27.78%) Data Transformation
4 5 (27.78%) Statistical Analysis
4 5 (27.78%) Predictive Modelling
4 5 (27.78%) Tableau
4 5 (27.78%) Analytical Skills
4 5 (27.78%) MS Excel
4 5 (27.78%) PhD
5 4 (22.22%) Data Warehouse
5 4 (22.22%) Finance
5 4 (22.22%) Business Intelligence
6 3 (16.67%) Data Analysis
6 3 (16.67%) AAT
6 3 (16.67%) ACCA
6 3 (16.67%) CIMA
6 3 (16.67%) ERP
7 2 (11.11%) IFS
7 2 (11.11%) Validation
7 2 (11.11%) Migration
7 2 (11.11%) PL/SQL
7 2 (11.11%) Python
7 2 (11.11%) Software Engineering
8 1 (5.56%) Data Management
8 1 (5.56%) Zachman Framework
8 1 (5.56%) TOGAF
8 1 (5.56%) Technical Architecture

Data Cleansing
Top Related IT Skills in Manchester 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 (5.56%) Apache Spark
Applications
1 5 (27.78%) MS Excel
Business Applications
1 1 (5.56%) Oracle ERP
Database & Business Intelligence
1 4 (22.22%) Data Warehouse
2 1 (5.56%) MongoDB
2 1 (5.56%) NoSQL
2 1 (5.56%) Star Schema
Development Applications
1 1 (5.56%) ERwin
General
1 4 (22.22%) Finance
Job Titles
1 6 (33.33%) Data Modeller
1 6 (33.33%) Developer
2 5 (27.78%) Analyst
2 5 (27.78%) ETL Developer
3 4 (22.22%) Data Analyst
4 2 (11.11%) Systems Analyst
5 1 (5.56%) Architect
5 1 (5.56%) Data Architect
5 1 (5.56%) Data Scientist
5 1 (5.56%) Financial Analyst
5 1 (5.56%) Junior
5 1 (5.56%) Junior Developer
5 1 (5.56%) Junior Salesforce Developer
5 1 (5.56%) Oracle Architect
5 1 (5.56%) Python Developer
5 1 (5.56%) Salesforce Developer
5 1 (5.56%) Teradata Architect
Libraries, Frameworks & Software Standards
1 1 (5.56%) CSS
1 1 (5.56%) HTML
1 1 (5.56%) Mason
1 1 (5.56%) Visualforce
Miscellaneous
1 5 (27.78%) Analytical Skills
2 1 (5.56%) Algorithms
2 1 (5.56%) Management Information System
Processes & Methodologies
1 7 (38.89%) Data Modelling
1 7 (38.89%) ETL
2 6 (33.33%) Decision Tree
3 5 (27.78%) Data Transformation
3 5 (27.78%) Predictive Modelling
3 5 (27.78%) Statistical Analysis
4 4 (22.22%) Business Intelligence
5 3 (16.67%) Data Analysis
5 3 (16.67%) ERP
6 2 (11.11%) Migration
6 2 (11.11%) Software Engineering
6 2 (11.11%) Validation
7 1 (5.56%) B2B
7 1 (5.56%) CRM
7 1 (5.56%) Data Management
7 1 (5.56%) E-Commerce
7 1 (5.56%) Technical Architecture
7 1 (5.56%) TOGAF
7 1 (5.56%) Workflow
7 1 (5.56%) Zachman Framework
Programming Languages
1 15 (83.33%) SQL
2 2 (11.11%) PL/SQL
2 2 (11.11%) Python
3 1 (5.56%) Apex Code
3 1 (5.56%) JavaScript
3 1 (5.56%) R
Qualifications
1 5 (27.78%) PhD
2 3 (16.67%) AAT
2 3 (16.67%) ACCA
2 3 (16.67%) CIMA
System Software
1 1 (5.56%) Docker
Vendors
1 7 (38.89%) Oracle
2 5 (27.78%) Tableau
3 2 (11.11%) IFS
4 1 (5.56%) Alteryx
4 1 (5.56%) IBM
4 1 (5.56%) Microsoft
4 1 (5.56%) Salesforce.com
4 1 (5.56%) SAP
4 1 (5.56%) Teradata
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £23000.00 per annum
Posted: 2 days ago
Salford, Lancashire
Oscar
Salary: £32000 - £37000 per annum + Benefits
Posted: 5 days ago