Period
to 25 July 2017

The following table provides summary statistics for contract job vacancies advertised in Manchester with a requirement for Data Cleansing skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Cleansing over the 6 months to 25 July 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Cleansing (Data Cleaning, Data Scrubbing)
North West > Manchester
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 113 139 133
Rank change year-on-year +26 -6 -29
Contract jobs citing Data Cleansing 19 10 11
As % of all contract IT jobs advertised in Manchester 0.68% 0.27% 0.34%
As % of the Processes & Methodologies category 0.84% 0.33% 0.43%
Number of daily rates quoted 15 6 4
Manchester median daily rate £338 £338 £350
Median daily rate % change year-on-year - -3.57% +7.69%
10th Percentile £267 £238 £168
90th Percentile £430 £469 £571
North West median daily rate £350 £375 £413
% change year-on-year -6.67% -9.09% +26.92%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate - - £47.33

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 contract job vacancies advertised in Manchester with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Manchester
Contract job vacancies with a requirement for process and methodology skills 2269 2998 2548
As % of all contract IT job vacancies advertised in Manchester 80.83% 82.11% 77.73%
Number of daily rates quoted 1400 1821 1449
Manchester median daily rate £388 £400 £363
Median daily rate % change year-on-year -3.13% +10.34% +3.57%
10th Percentile £245 £255 £225
90th Percentile £544 £538 £538
North West median daily rate £400 £400 £388
% change year-on-year - +3.23% +10.71%
Number of hourly rates quoted 63 51 61
Manchester median hourly rate £18.00 £15.64 £16.00
Median hourly rate % change year-on-year +15.09% -2.25% +3.23%
10th Percentile £11.75 £12.14 £10.50
90th Percentile £43.75 £41.50 £38.75
North West median hourly rate £35.00 £28.00 £27.50
% change year-on-year +25.00% +1.82% +23.94%

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
Contractor Daily Rate Trend in Manchester

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Cleansing in Manchester.

Contractor daily rate trend for Data Cleansing in Manchester

Data Cleansing
Contractor Daily Rate Histogram in Manchester

The daily rate distribution of IT jobs citing Data Cleansing in Manchester over the 6 months to 25 July 2017.

Contractor daily rate histogram for Data Cleansing in Manchester

Data Cleansing
Contractor Hourly Rate Trend in Manchester

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Cleansing in Manchester.

Contractor hourly rate trend for Data Cleansing in Manchester

Data Cleansing
Contract Job Locations in Manchester

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Cleansing within the Manchester region over the 6 months to 25 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Salford - 2 £388 -
Data Cleansing
North West

For the 6 months to 25 July 2017, IT contractor 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 contract ads across the Manchester region with a requirement for Data Cleansing.

1 15 (78.95%) SQL
2 11 (57.89%) Oracle
2 11 (57.89%) ETL
2 11 (57.89%) Data Transformation
3 10 (52.63%) Python
3 10 (52.63%) Finance
4 9 (47.37%) Business Intelligence
4 9 (47.37%) Data Warehouse
5 8 (42.11%) ERP
6 7 (36.84%) Migration
7 6 (31.58%) Waterfall
7 6 (31.58%) Agile Software Development
8 3 (15.79%) Data Management
9 2 (10.53%) Data Analysis
9 2 (10.53%) SQL Server Integration Services
9 2 (10.53%) Degree
9 2 (10.53%) Data Quality
9 2 (10.53%) Data Mapping
9 2 (10.53%) Business Analysis
9 2 (10.53%) Data Migration
9 2 (10.53%) Data Modelling
9 2 (10.53%) Microsoft
9 2 (10.53%) Relational Database
9 2 (10.53%) Analytical Skills
9 2 (10.53%) Master Data Management
10 1 (5.26%) OLAP Cube
10 1 (5.26%) SDLC
10 1 (5.26%) ETL Development
10 1 (5.26%) Translating Business Requirements
10 1 (5.26%) Power BI

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:

Applications
1 1 (5.26%) Microsoft Excel
Business Applications
1 1 (5.26%) Dynamics AX
Database & Business Intelligence
1 9 (47.37%) Data Warehouse
2 2 (10.53%) Relational Database
2 2 (10.53%) SQL Server Integration Services
3 1 (5.26%) Data Mining
3 1 (5.26%) OLAP
3 1 (5.26%) OLAP Cube
3 1 (5.26%) Power BI
3 1 (5.26%) SQL Server
3 1 (5.26%) SQL Server Analysis Services
3 1 (5.26%) SQL Server Reporting Services
Development Applications
1 1 (5.26%) Toad
General
1 10 (52.63%) Finance
2 1 (5.26%) Law
2 1 (5.26%) Manufacturing
2 1 (5.26%) Retail
Job Titles
1 10 (52.63%) Developer
1 10 (52.63%) ETL Developer
2 7 (36.84%) Python Developer
3 6 (31.58%) Oracle Developer
3 6 (31.58%) Oracle ETL Developer
3 6 (31.58%) SQL Developer
4 5 (26.32%) Analyst
5 4 (21.05%) Data Analyst
6 2 (10.53%) Consultant
7 1 (5.26%) Business Analyst
7 1 (5.26%) Business Intelligence Analyst
7 1 (5.26%) Business Intelligence Consultant
7 1 (5.26%) Functional Consultant
7 1 (5.26%) HR Data Analyst
7 1 (5.26%) Microsoft BI Consultant
7 1 (5.26%) Microsoft Consultant
7 1 (5.26%) Project Officer
7 1 (5.26%) Project Support Officer
7 1 (5.26%) Senior Analyst
7 1 (5.26%) Senior Data Analyst
Miscellaneous
1 2 (10.53%) Analytical Skills
2 1 (5.26%) Management Information System
2 1 (5.26%) Taxonomies
Operating Systems
1 1 (5.26%) Unix
Processes & Methodologies
1 11 (57.89%) Data Transformation
1 11 (57.89%) ETL
2 9 (47.37%) Business Intelligence
3 8 (42.11%) ERP
4 7 (36.84%) Migration
5 6 (31.58%) Agile Software Development
5 6 (31.58%) Waterfall
6 3 (15.79%) Data Management
7 2 (10.53%) Business Analysis
7 2 (10.53%) Data Analysis
7 2 (10.53%) Data Mapping
7 2 (10.53%) Data Migration
7 2 (10.53%) Data Modelling
7 2 (10.53%) Master Data Management
8 1 (5.26%) Analytics
8 1 (5.26%) Data Analytics
8 1 (5.26%) Data Governance
8 1 (5.26%) Database Security
8 1 (5.26%) Kimball Methodology
8 1 (5.26%) Prototyping
Programming Languages
1 15 (78.95%) SQL
2 10 (52.63%) Python
3 1 (5.26%) PL/SQL
Qualifications
1 2 (10.53%) Degree
2 1 (5.26%) HND
2 1 (5.26%) Security Cleared
Quality Assurance & Compliance
1 2 (10.53%) Data Quality
2 1 (5.26%) GMP
Vendors
1 11 (57.89%) Oracle
2 2 (10.53%) Microsoft
3 1 (5.26%) Workday