Period
to 18 January 2018

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 18 January 2018 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
North West > Manchester
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 265 277 263
Rank change year-on-year +12 -14 -42
Permanent jobs citing Data Cleansing 15 12 9
As % of all permanent IT jobs advertised in Manchester 0.20% 0.16% 0.13%
As % of the Processes & Methodologies category 0.22% 0.18% 0.14%
Number of salaries quoted 15 11 9
Manchester median annual salary £90,000 £40,000 £27,500
Median salary % change year-on-year +125.00% +45.45% -31.25%
10th Percentile £45,500 £31,250 £23,200
90th Percentile £100,000 £47,500 £34,700
North West median annual salary £40,000 £35,000 £30,000
% change year-on-year +14.29% +16.67% -25.00%

Data Cleansing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 6,835 6,829 6,351
As % of all permanent IT jobs advertised in Manchester 91.73% 91.85% 90.95%
Number of salaries quoted 5,613 5,892 5,233
Manchester median annual salary £45,000 £42,500 £40,500
Median salary % change year-on-year +5.88% +4.94% +5.19%
10th Percentile £27,500 £26,250 £25,400
90th Percentile £67,500 £63,750 £60,000
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 18 January 2018.

Salary histogram for Data Cleansing in Manchester

For the 6 months to 18 January 2018, 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 13 (86.67%) SQL
1 13 (86.67%) Analytics
2 12 (80.00%) Data Quality
2 12 (80.00%) SAS
2 12 (80.00%) Business Intelligence
3 11 (73.33%) IBM
3 11 (73.33%) Oracle
3 11 (73.33%) Informatica
3 11 (73.33%) Data Management
3 11 (73.33%) Master Data Management
3 11 (73.33%) Oracle BI EE
3 11 (73.33%) Data Integration
3 11 (73.33%) Data Strategy
4 4 (26.67%) Data Warehouse
5 3 (20.00%) Microsoft
5 3 (20.00%) Teradata
5 3 (20.00%) Tableau
6 2 (13.33%) Decision Tree
6 2 (13.33%) Analytical Skills
6 2 (13.33%) Visualisation
6 2 (13.33%) Data Visualisation
6 2 (13.33%) Banking
6 2 (13.33%) QlikView
6 2 (13.33%) Data Modelling
7 1 (6.67%) Data Mining
7 1 (6.67%) ETL
7 1 (6.67%) SQL Server
7 1 (6.67%) Microsoft Excel
7 1 (6.67%) CRM
7 1 (6.67%) Cognos

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 12 (80.00%) SAS
2 1 (6.67%) Apache Spark
Applications
1 1 (6.67%) Microsoft Excel
1 1 (6.67%) SPSS
Database & Business Intelligence
1 11 (73.33%) Oracle BI EE
2 4 (26.67%) Data Warehouse
3 2 (13.33%) QlikView
4 1 (6.67%) Big Data
4 1 (6.67%) Data Mining
4 1 (6.67%) NoSQL
4 1 (6.67%) Power BI
4 1 (6.67%) Spotfire
4 1 (6.67%) SQL Server
4 1 (6.67%) SQL Server 2008
4 1 (6.67%) SQL Server Analysis Services
4 1 (6.67%) SQL Server Integration Services
4 1 (6.67%) SQL Server Reporting Services
General
1 2 (13.33%) Banking
Job Titles
1 11 (73.33%) Architect
1 11 (73.33%) Business Architect
1 11 (73.33%) Business Intelligence Architect
2 8 (53.33%) Business Intelligence Lead
2 8 (53.33%) Lead Architect
3 2 (13.33%) Data Modeller
4 1 (6.67%) Analytics Manager
4 1 (6.67%) Business Intelligence Developer
4 1 (6.67%) Data Analytics Manager
4 1 (6.67%) Data Manager
4 1 (6.67%) Data Scientist
4 1 (6.67%) Developer
4 1 (6.67%) Senior Business Intelligence Developer
4 1 (6.67%) Senior Developer
Miscellaneous
1 2 (13.33%) Analytical Skills
2 1 (6.67%) PMI
Processes & Methodologies
1 13 (86.67%) Analytics
2 12 (80.00%) Business Intelligence
3 11 (73.33%) Data Integration
3 11 (73.33%) Data Management
3 11 (73.33%) Data Strategy
3 11 (73.33%) Master Data Management
4 2 (13.33%) Data Modelling
4 2 (13.33%) Data Visualisation
4 2 (13.33%) Decision Tree
4 2 (13.33%) Visualisation
5 1 (6.67%) Agile Software Development
5 1 (6.67%) CRM
5 1 (6.67%) Data Analysis
5 1 (6.67%) Data Analytics
5 1 (6.67%) ETL
5 1 (6.67%) Predictive Modelling
5 1 (6.67%) Risk Management
5 1 (6.67%) Scorecard
5 1 (6.67%) Stakeholder Management
5 1 (6.67%) Validation
Programming Languages
1 13 (86.67%) SQL
2 1 (6.67%) R
Qualifications
1 1 (6.67%) PMI Certification
Quality Assurance & Compliance
1 12 (80.00%) Data Quality
System Software
1 1 (6.67%) Docker
Vendors
1 11 (73.33%) IBM
1 11 (73.33%) Informatica
1 11 (73.33%) Oracle
2 3 (20.00%) Microsoft
2 3 (20.00%) Tableau
2 3 (20.00%) Teradata
3 1 (6.67%) Cognos