The following table provides summary statistics for contract job vacancies advertised in the West Midlands 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 26 March 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.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / West Midlands
Rank 104 112 111
Rank change year-on-year +8 -1  
Contract jobs citing Data Cleansing 14 19 12
As % of all contract IT jobs advertised in the West Midlands 0.62% 0.71% 0.47%
As % of the Processes & Methodologies category 0.77% 0.86% 0.63%
Number of daily rates quoted 7 13 9
Median daily rate £190 £500 £325
Median daily rate % change year-on-year -62.00% +53.84%  
90% offered a daily rate of more than £138 £321 £306
10% offered a daily rate of more than £377 £575 £555
UK excluding London median daily rate £350 £425 £400
% change year-on-year -17.64% +6.25%  
Number of hourly rates quoted 1 0 0
Median hourly rate £14.63 - -
UK excluding London median hourly rate £14.63 £13.50 £20.00
% change year-on-year +8.33% -32.50%  

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 the West Midlands with a requirement for process and methodology skills.

Contract Process & Methodology Skills
West Midlands
Contract job vacancies with a requirement for process and methodology skills 1810 2222 1920
As % of all contract IT job vacancies advertised in the West Midlands 79.98% 82.48% 75.32%
Number of daily rates quoted 1172 1221 1106
Median daily rate £413 £400 £388
Median daily rate % change year-on-year +3.12% +3.22%  
90% offered a daily rate of more than £275 £275 £260
10% offered a daily rate of more than £523 £550 £530
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 59 45 108
Median hourly rate £24.50 £18.25 £30.00
Median hourly rate % change year-on-year +34.24% -39.16%  
90% offered a hourly rate of more than £12.00 £10.73 £13.06
10% offered a hourly rate of more than £35.00 £37.50 £39.50
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Cleansing
Job Vacancy Trend in the West Midlands

The job posting trend of jobs advertised in the West Midlands 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 the West Midlands

Data Cleansing
Contractor Daily Rate Trend in the West Midlands

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

Contractor daily rate trend for Data Cleansing in the West Midlands

Data Cleansing
Contractor Daily Rate Histogram in the West Midlands

The daily rate distribution of IT jobs citing Data Cleansing in the West Midlands over the 3 months to 26 March 2017.

Contractor daily rate histogram for Data Cleansing in the West Midlands

Data Cleansing
Contractor Hourly Rate Trend in the West Midlands

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

Contractor hourly rate trend for Data Cleansing in the West Midlands

Data Cleansing
Contract Job Locations in the West Midlands

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 West Midlands region over the 3 months to 26 March 2017. 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 Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +5 6 £289 -40.76%
Staffordshire +5 3 £190 -
Coventry +4 3 - -
Warwickshire -12 1 £350 +7.69% 1
Wolverhampton - 1 £105 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the West Midlands

For the 6 months to 26 March 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 West Midlands region with a requirement for Data Cleansing.

1 12 (52.17%) Migration
1 12 (52.17%) Data Migration
2 8 (34.78%) Data Management
3 7 (30.43%) SQL
4 6 (26.09%) ETL
4 6 (26.09%) Microsoft
5 5 (21.74%) Data Modelling
5 5 (21.74%) CRM
5 5 (21.74%) Data Quality
6 4 (17.39%) Analytical Skills
6 4 (17.39%) MS Excel
6 4 (17.39%) Finance
6 4 (17.39%) Stakeholder Management
6 4 (17.39%) Dynamics CRM
7 3 (13.04%) Business Intelligence
7 3 (13.04%) SQL Server
8 2 (8.70%) SAP
8 2 (8.70%) Cognos
8 2 (8.70%) Data Warehouse
8 2 (8.70%) MS Access
8 2 (8.70%) SAS
8 2 (8.70%) Project Management
8 2 (8.70%) BusinessObjects
8 2 (8.70%) NHS
8 2 (8.70%) Validation
8 2 (8.70%) SAS Macro
8 2 (8.70%) Performance Management
8 2 (8.70%) Base SAS
8 2 (8.70%) SAS Enterprise Guide
8 2 (8.70%) Banking

Data Cleansing
Top Related IT Skills in the West Midlands 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 2 (8.70%) SAS
2 1 (4.35%) BizTalk Server
Applications
1 4 (17.39%) MS Excel
2 1 (4.35%) Spreadsheet
Business Applications
1 4 (17.39%) Dynamics CRM
2 1 (4.35%) Oracle Procure-to-Pay
2 1 (4.35%) SAP Business One
Cloud Services
1 1 (4.35%) Microsoft Azure
Database & Business Intelligence
1 3 (13.04%) SQL Server
2 2 (8.70%) Base SAS
2 2 (8.70%) BusinessObjects
2 2 (8.70%) Data Mart
2 2 (8.70%) Data Warehouse
2 2 (8.70%) MS Access
2 2 (8.70%) SAS Data Integration Studio
2 2 (8.70%) SAS Enterprise Guide
3 1 (4.35%) QlikView
3 1 (4.35%) Relational Database
3 1 (4.35%) SAP Data Services
3 1 (4.35%) SQL Server Reporting Services
General
1 4 (17.39%) Finance
2 2 (8.70%) Banking
2 2 (8.70%) Local Government
3 1 (4.35%) Advertising
3 1 (4.35%) Billing
Job Titles
1 9 (39.13%) Analyst
2 6 (26.09%) Data Analyst
3 4 (17.39%) Data Migration Lead
4 3 (13.04%) Architect
4 3 (13.04%) Consultant
4 3 (13.04%) CRM Analyst
4 3 (13.04%) Developer
5 2 (8.70%) Analyst Developer
5 2 (8.70%) Data Architect
5 2 (8.70%) Data Migration Analyst
5 2 (8.70%) Data Migration Developer
5 2 (8.70%) Excel Analyst
5 2 (8.70%) Migration Analyst
5 2 (8.70%) NHS Data Analyst
5 2 (8.70%) Service Analyst
5 2 (8.70%) Service Desk Analyst
6 1 (4.35%) Data Migration Manager
6 1 (4.35%) Data Migration Project Manager
6 1 (4.35%) Migration Manager
6 1 (4.35%) SQL Data Analyst
Miscellaneous
1 4 (17.39%) Analytical Skills
2 2 (8.70%) Credit Risk
2 2 (8.70%) Data Structures
2 2 (8.70%) NHS
Processes & Methodologies
1 12 (52.17%) Data Migration
1 12 (52.17%) Migration
2 8 (34.78%) Data Management
3 6 (26.09%) ETL
4 5 (21.74%) CRM
4 5 (21.74%) Data Modelling
5 4 (17.39%) Stakeholder Management
6 3 (13.04%) Business Intelligence
7 2 (8.70%) Customer Requirements
7 2 (8.70%) Data Analysis
7 2 (8.70%) Data Governance
7 2 (8.70%) Information Governance
7 2 (8.70%) Line Management
7 2 (8.70%) Performance Management
7 2 (8.70%) Project Management
7 2 (8.70%) Validation
8 1 (4.35%) Data Acquisition
8 1 (4.35%) Database Optimisation
8 1 (4.35%) Mentoring
8 1 (4.35%) Order to Cash
Programming Languages
1 7 (30.43%) SQL
2 2 (8.70%) SAS Macro
3 1 (4.35%) VBA
Quality Assurance & Compliance
1 5 (21.74%) Data Quality
Vendors
1 6 (26.09%) Microsoft
2 2 (8.70%) Cognos
2 2 (8.70%) SAP
3 1 (4.35%) HP
3 1 (4.35%) Oracle
3 1 (4.35%) Salesforce.com
Warwickshire
Spring Technology
Posted: 4 days ago