The following table provides summary statistics for contract job vacancies advertised in Birmingham 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 3 months to 22 June 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)
West Midlands / Birmingham
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 51 - 65
Rank change year-on-year - 0  
Contract jobs citing Data Cleansing 4 0 1
As % of all contract IT jobs advertised in Birmingham 0.65% - 0.13%
As % of the Processes & Methodologies category 0.80% - 0.16%
Number of daily rates quoted 2 0 0
Median daily rate £445 - -
UK excluding London median daily rate £408 £400 £350
% change year-on-year +1.87% +14.28%  
Number of hourly rates quoted 1 0 0
Median hourly rate £14.63 - -
UK excluding London median hourly rate £16.31 £15.25 £33.00
% change year-on-year +6.96% -53.78%  

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 Birmingham with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Birmingham
Contract job vacancies with a requirement for process and methodology skills 503 684 608
As % of all contract IT job vacancies advertised in Birmingham 81.79% 83.52% 77.65%
Number of daily rates quoted 327 481 406
Median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.66% -  
90% offered a daily rate of more than £275 £250 £275
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 11 15 13
Median hourly rate £14.22 £25.00 £47.75
Median hourly rate % change year-on-year -43.14% -47.64%  
90% offered a hourly rate of more than £10.22 £12.50 £22.75
10% offered a hourly rate of more than £24.25 £42.50 £63.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Cleansing
Job Vacancy Trend in Birmingham

The job posting trend of jobs advertised in Birmingham citing Data Cleansing as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing in Birmingham

Data Cleansing
Contractor Daily Rate Trend in Birmingham

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

Contractor daily rate trend for Data Cleansing in Birmingham

Data Cleansing
Contractor Daily Rate Histogram in Birmingham

The daily rate distribution of IT jobs citing Data Cleansing in Birmingham over the 3 months to 22 June 2017.

Contractor daily rate histogram for Data Cleansing in Birmingham

Data Cleansing
Contractor Hourly Rate Trend in Birmingham

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

Contractor hourly rate trend for Data Cleansing in Birmingham

For the 6 months to 22 June 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 Birmingham region with a requirement for Data Cleansing.

1 5 (62.50%) Data Modelling
1 5 (62.50%) Data Migration
1 5 (62.50%) Migration
2 4 (50.00%) Data Management
3 3 (37.50%) Data Strategy
3 3 (37.50%) ETL
4 2 (25.00%) Business Intelligence
4 2 (25.00%) Oracle
4 2 (25.00%) SQL
5 1 (12.50%) T-SQL
5 1 (12.50%) Order to Cash
5 1 (12.50%) SQL Server Reporting Services
5 1 (12.50%) SQL Server Integration Services
5 1 (12.50%) Problem Management
5 1 (12.50%) SQL Server Analysis Services
5 1 (12.50%) Stakeholder Management
5 1 (12.50%) Oracle ERP
5 1 (12.50%) Programme Management
5 1 (12.50%) Retail
5 1 (12.50%) SQL Server
5 1 (12.50%) OLAP
5 1 (12.50%) SAP
5 1 (12.50%) ITIL
5 1 (12.50%) PRINCE2
5 1 (12.50%) Oracle Financials
5 1 (12.50%) Microsoft Excel
5 1 (12.50%) CRM
5 1 (12.50%) Data Warehouse
5 1 (12.50%) ERP
5 1 (12.50%) Microsoft

Data Cleansing
Co-occurring IT Skills in Birmingham 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 (12.50%) Microsoft Excel
Business Applications
1 1 (12.50%) Oracle ERP
1 1 (12.50%) Oracle Financials
1 1 (12.50%) Oracle Procure-to-Pay
Database & Business Intelligence
1 1 (12.50%) Data Warehouse
1 1 (12.50%) OLAP
1 1 (12.50%) SAP Data Services
1 1 (12.50%) SQL Server
1 1 (12.50%) SQL Server Analysis Services
1 1 (12.50%) SQL Server Integration Services
1 1 (12.50%) SQL Server Reporting Services
General
1 1 (12.50%) Finance
1 1 (12.50%) Retail
Job Titles
1 3 (37.50%) Data Migration Lead
2 1 (12.50%) Analyst
2 1 (12.50%) Consultant
2 1 (12.50%) Data Analyst
2 1 (12.50%) Data Cleansing Analyst
2 1 (12.50%) Data Modeller
2 1 (12.50%) Delivery Manager
2 1 (12.50%) Developer
2 1 (12.50%) Project Officer
2 1 (12.50%) Project Support Officer
2 1 (12.50%) SAP Consultant
2 1 (12.50%) Support Officer
2 1 (12.50%) Technical Delivery Manager
2 1 (12.50%) Technical Manager
Libraries, Frameworks & Software Standards
1 1 (12.50%) Oracle Fusion
Processes & Methodologies
1 5 (62.50%) Data Migration
1 5 (62.50%) Data Modelling
1 5 (62.50%) Migration
2 4 (50.00%) Data Management
3 3 (37.50%) Data Strategy
3 3 (37.50%) ETL
4 2 (25.00%) Business Intelligence
5 1 (12.50%) CRM
5 1 (12.50%) Data Extraction
5 1 (12.50%) Data Governance
5 1 (12.50%) Data Mapping
5 1 (12.50%) ERP
5 1 (12.50%) ITIL
5 1 (12.50%) Order to Cash
5 1 (12.50%) PRINCE2
5 1 (12.50%) Problem Management
5 1 (12.50%) Programme Management
5 1 (12.50%) Project Management
5 1 (12.50%) Service Management
5 1 (12.50%) Stakeholder Management
Programming Languages
1 2 (25.00%) SQL
2 1 (12.50%) T-SQL
Quality Assurance & Compliance
1 1 (12.50%) Data Quality
Vendors
1 2 (25.00%) Oracle
2 1 (12.50%) HP
2 1 (12.50%) Microsoft
2 1 (12.50%) SAP