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

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 189 184 165
Rank change year-on-year
-5 -19
Permanent jobs citing Data Cleansing 10 5 44
As % of all permanent IT jobs located in Manchester 0.27% 0.14% 1.04%
As % of the Processes & Methodologies category 0.30% 0.16% 1.20%
Number of salaries quoted 9 5 44
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 £31,400 £27,500 £30,000
10% offered a salary of more than £50,000 £31,500 £43,500
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
Data Cleansing
North West

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
3341 3186 3662
As % of all permanent IT jobs located in Manchester 89.57% 89.92% 86.27%
Number of salaries quoted 2944 2600 3122
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £29,500 £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 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 8 December 2016.

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 8 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
Bury - 2 £27,000 -
Data Cleansing
North West

Data Cleansing
Top 30 Related IT Skills in Manchester

For the 6 months to 8 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 Manchester region with a requirement for Data Cleansing.

1 16 (84.21%) SQL
2 8 (42.11%) Finance
3 6 (31.58%) ETL
4 5 (26.32%) Data Quality
4 5 (26.32%) Dashboard Development
4 5 (26.32%) Oracle
4 5 (26.32%) MS Excel
4 5 (26.32%) Data Warehouse
4 5 (26.32%) Data Modelling
5 4 (21.05%) SAS
5 4 (21.05%) R
5 4 (21.05%) Tableau
5 4 (21.05%) Analytics
5 4 (21.05%) Data Management
6 3 (15.79%) Information Management
6 3 (15.79%) Data Transformation
6 3 (15.79%) Teradata
6 3 (15.79%) ACCA
6 3 (15.79%) CIMA
6 3 (15.79%) ERP
6 3 (15.79%) Business Intelligence
6 3 (15.79%) AAT
7 2 (10.53%) Trillium
7 2 (10.53%) Migration
7 2 (10.53%) Data Governance
7 2 (10.53%) IFS
7 2 (10.53%) Data Analysis
7 2 (10.53%) Banking
7 2 (10.53%) Retail
8 1 (5.26%) Zachman Framework

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 4 (21.05%) SAS
Applications
1 5 (26.32%) MS Excel
Business Applications
1 1 (5.26%) Oracle ERP
Database & Business Intelligence
1 5 (26.32%) Data Warehouse
2 1 (5.26%) Star Schema
Development Applications
1 1 (5.26%) ERwin
General
1 8 (42.11%) Finance
2 2 (10.53%) Banking
2 2 (10.53%) Retail
Job Titles
1 7 (36.84%) Analyst
2 6 (31.58%) Data Analyst
3 4 (21.05%) Data Scientist
3 4 (21.05%) Developer
4 3 (15.79%) Data Manager
4 3 (15.79%) Data Quality Manager
4 3 (15.79%) ETL Developer
4 3 (15.79%) Quality Manager
5 2 (10.53%) Data Quality Analyst
5 2 (10.53%) ETL Analyst
5 2 (10.53%) Quality Analyst
5 2 (10.53%) Systems Analyst
6 1 (5.26%) Architect
6 1 (5.26%) Data Architect
6 1 (5.26%) Financial Analyst
6 1 (5.26%) Junior
6 1 (5.26%) Junior Developer
6 1 (5.26%) Junior Salesforce Developer
6 1 (5.26%) Salesforce Developer
6 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 1 (5.26%) Data Integration
1 1 (5.26%) Management Information System
Processes & Methodologies
1 6 (31.58%) ETL
2 5 (26.32%) Dashboard Development
2 5 (26.32%) Data Modelling
3 4 (21.05%) Analytics
3 4 (21.05%) Data Management
4 3 (15.79%) Business Intelligence
4 3 (15.79%) Data Transformation
4 3 (15.79%) ERP
4 3 (15.79%) Information Management
5 2 (10.53%) Data Analysis
5 2 (10.53%) Data Governance
5 2 (10.53%) Migration
6 1 (5.26%) Data Architecture
6 1 (5.26%) Data Migration
6 1 (5.26%) Information Architecture
6 1 (5.26%) Software Engineering
6 1 (5.26%) Stakeholder Management
6 1 (5.26%) TOGAF
6 1 (5.26%) Validation
6 1 (5.26%) Zachman Framework
Programming Languages
1 16 (84.21%) SQL
2 4 (21.05%) R
3 1 (5.26%) Apex Code
3 1 (5.26%) JavaScript
3 1 (5.26%) PL/SQL
3 1 (5.26%) Python
Qualifications
1 3 (15.79%) AAT
1 3 (15.79%) ACCA
1 3 (15.79%) CIMA
Quality Assurance & Compliance
1 5 (26.32%) Data Quality
Vendors
1 5 (26.32%) Oracle
2 4 (21.05%) Tableau
3 3 (15.79%) Teradata
4 2 (10.53%) IFS
4 2 (10.53%) Trillium
5 1 (5.26%) Alteryx
5 1 (5.26%) IBM
5 1 (5.26%) Microsoft
5 1 (5.26%) Salesforce.com
5 1 (5.26%) SAP