Period
to 27 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 27 July 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
North West > Manchester
6 months to
27 Jul 2017
Same period 2016 Same period 2015
Rank 278 242 246
Rank change year-on-year -36 +4 +3
Permanent jobs citing Data Cleansing 23 17 23
As % of all permanent IT jobs advertised in Manchester 0.28% 0.24% 0.32%
As % of the Processes & Methodologies category 0.31% 0.27% 0.36%
Number of salaries quoted 23 10 17
Manchester median annual salary £50,000 £39,000 £23,000
Median salary % change year-on-year +28.21% +69.57% -13.21%
10th Percentile £35,000 £21,475 £19,750
90th Percentile £115,000 £58,500 £49,100
North West median annual salary £50,000 £39,000 £24,000
% change year-on-year +28.21% +62.50% -11.11%

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 Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 7474 6373 6477
As % of all permanent IT job vacancies advertised in Manchester 91.16% 90.05% 89.80%
Number of salaries quoted 6264 5374 5319
Manchester median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +6.67%
10th Percentile £26,250 £26,250 £24,500
90th Percentile £65,000 £64,924 £60,000
North West median annual salary £41,500 £40,000 £40,000
% change year-on-year +3.75% - +6.67%

Data Cleansing
Job Vacancy Trend in Manchester

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Data Cleansing 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 in Manchester.

Salary trend for Data Cleansing in Manchester

Data Cleansing
Salary Histogram in Manchester

The salary distribution of IT jobs citing Data Cleansing in Manchester over the 6 months to 27 July 2017.

Salary histogram for Data Cleansing in Manchester

For the 6 months to 27 July 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 (65.22%) SQL
2 13 (56.52%) Data Management
3 10 (43.48%) Data Quality
4 8 (34.78%) Business Intelligence
4 8 (34.78%) Analytical Skills
5 7 (30.43%) Oracle
6 6 (26.09%) Tableau
7 5 (21.74%) Analytics
7 5 (21.74%) Data Transformation
7 5 (21.74%) SAP MDG
7 5 (21.74%) Decision Tree
7 5 (21.74%) Data Modelling
7 5 (21.74%) SAP
7 5 (21.74%) SAS
7 5 (21.74%) Migration
7 5 (21.74%) Data Migration
8 4 (17.39%) Retail
8 4 (17.39%) Oracle BI EE
8 4 (17.39%) Data Integration
8 4 (17.39%) Informatica
8 4 (17.39%) IBM
8 4 (17.39%) ERP
8 4 (17.39%) Data Strategy
8 4 (17.39%) Master Data Management
8 4 (17.39%) Business Transformation
9 3 (13.04%) Stakeholder and Relationship Management
9 3 (13.04%) Microsoft Office
9 3 (13.04%) PhD
9 3 (13.04%) C
9 3 (13.04%) Statistical Analysis

Data Cleansing
Co-occurring 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 5 (21.74%) SAS
Applications
1 3 (13.04%) Microsoft Office
2 2 (8.70%) Microsoft Excel
3 1 (4.35%) SPSS
Business Applications
1 5 (21.74%) SAP MDG
Database & Business Intelligence
1 4 (17.39%) Oracle BI EE
2 2 (8.70%) Data Warehouse
2 2 (8.70%) SQL Server Integration Services
2 2 (8.70%) SQL Server Reporting Services
3 1 (4.35%) OLAP
3 1 (4.35%) QlikView
3 1 (4.35%) Spotfire
3 1 (4.35%) SQL Server
3 1 (4.35%) SQL Server Analysis Services
General
1 4 (17.39%) Retail
2 2 (8.70%) Advertising
3 1 (4.35%) Finance
3 1 (4.35%) Marketing
Job Titles
1 5 (21.74%) Data Modeller
1 5 (21.74%) SAP Manager
2 4 (17.39%) Architect
2 4 (17.39%) Business Architect
2 4 (17.39%) Business Intelligence Architect
2 4 (17.39%) ERP Manager
2 4 (17.39%) Programme Manager
2 4 (17.39%) SAP Programme Manager
3 3 (13.04%) Analyst
3 3 (13.04%) Data Analyst
3 3 (13.04%) Data Manager
3 3 (13.04%) Data Quality Analyst
3 3 (13.04%) Developer
3 3 (13.04%) Quality Analyst
4 2 (8.70%) ETL Developer
4 2 (8.70%) Python Developer
5 1 (4.35%) Data Consultant
5 1 (4.35%) Data Migration Manager
5 1 (4.35%) SAP Data Migration Manager
5 1 (4.35%) Senior Consultant
Libraries, Frameworks & Software Standards
1 1 (4.35%) MDX
Miscellaneous
1 8 (34.78%) Analytical Skills
2 1 (4.35%) Computer Science
2 1 (4.35%) Greenfield Project
Processes & Methodologies
1 13 (56.52%) Data Management
2 8 (34.78%) Business Intelligence
3 5 (21.74%) Analytics
3 5 (21.74%) Data Migration
3 5 (21.74%) Data Modelling
3 5 (21.74%) Data Transformation
3 5 (21.74%) Decision Tree
3 5 (21.74%) Migration
4 4 (17.39%) Business Transformation
4 4 (17.39%) Data Integration
4 4 (17.39%) Data Strategy
4 4 (17.39%) ERP
4 4 (17.39%) Master Data Management
5 3 (13.04%) Predictive Modelling
5 3 (13.04%) Stakeholder and Relationship Management
5 3 (13.04%) Stakeholder Engagement
5 3 (13.04%) Statistical Analysis
6 2 (8.70%) Data Enrichment
6 2 (8.70%) Line Management
6 2 (8.70%) Programme Governance
Programming Languages
1 15 (65.22%) SQL
2 3 (13.04%) C
3 2 (8.70%) PL/SQL
3 2 (8.70%) Python
4 1 (4.35%) T-SQL
Qualifications
1 3 (13.04%) PhD
2 1 (4.35%) Degree
Quality Assurance & Compliance
1 10 (43.48%) Data Quality
Vendors
1 7 (30.43%) Oracle
2 6 (26.09%) Tableau
3 5 (21.74%) SAP
4 4 (17.39%) IBM
4 4 (17.39%) Informatica
5 2 (8.70%) Microsoft
Greater Manchester
ECOM
Salary: £40000 - £41000 per annum + excellent benefits package
Posted: 16 days ago