The following table provides summary statistics for contract job vacancies advertised in the East 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 29 April 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)
England / East Midlands
3 months to
29 Apr 2017
Same period 2016 Same period 2015
Rank 93 87 104
Rank change year-on-year -6 +17  
Contract jobs citing Data Cleansing 12 11 2
As % of all contract IT jobs advertised in the East Midlands 0.74% 0.69% 0.11%
As % of the Processes & Methodologies category 0.91% 0.85% 0.15%
Number of daily rates quoted 5 6 1
Median daily rate £375 £438 £400
Median daily rate % change year-on-year -14.28% +9.37%  
UK excluding London median daily rate £383 £425 £400
% change year-on-year -10.00% +6.25%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £16.00 -
UK excluding London median hourly rate £16.31 £16.00 £47.33
% change year-on-year +1.95% -66.19%  

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 East Midlands with a requirement for process and methodology skills.

Contract Process & Methodology Skills
East Midlands
Contract job vacancies with a requirement for process and methodology skills 1320 1296 1356
As % of all contract IT job vacancies advertised in the East Midlands 81.63% 81.05% 77.35%
Number of daily rates quoted 836 807 808
Median daily rate £400 £390 £388
Median daily rate % change year-on-year +2.56% +0.64%  
90% offered a daily rate of more than £275 £250 £238
10% offered a daily rate of more than £550 £550 £500
UK excluding London median daily rate £415 £400 £390
% change year-on-year +3.75% +2.56%  
Number of hourly rates quoted 23 27 38
Median hourly rate £40.00 £16.00 £16.00
Median hourly rate % change year-on-year +150.00% -  
90% offered a hourly rate of more than £13.09 £12.00 £11.00
10% offered a hourly rate of more than £50.00 £47.60 £25.00
UK excluding London median hourly rate £37.00 £36.00 £30.50
% change year-on-year +2.77% +18.03%  

Data Cleansing
Job Vacancy Trend in the East Midlands

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

Data Cleansing
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for Data Cleansing in the East Midlands

Data Cleansing
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing Data Cleansing in the East Midlands over the 3 months to 29 April 2017.

Contractor daily rate histogram for Data Cleansing in the East Midlands

Data Cleansing
Contractor Hourly Rate Trend in the East Midlands

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

Contractor hourly rate trend for Data Cleansing in the East Midlands

Data Cleansing
Contract Job Locations in the East 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 East Midlands region over the 3 months to 29 April 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
Northamptonshire +1 7 £463 +10.44% 1
Derbyshire - 3 £335 -
Lincolnshire - 1 £230 -
Data Cleansing
England

For the 6 months to 29 April 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 East Midlands region with a requirement for Data Cleansing.

1 24 (85.71%) Migration
2 20 (71.43%) Oracle
3 17 (60.71%) Microsoft Excel
4 15 (53.57%) ETL
4 15 (53.57%) Microsoft PowerPoint
5 14 (50.00%) Data Migration
5 14 (50.00%) SQL
6 11 (39.29%) SQL Server Integration Services
7 10 (35.71%) Finance
8 8 (28.57%) Oracle EBS
9 7 (25.00%) Data Reconciliation
10 5 (17.86%) Validation
10 5 (17.86%) Oracle EBS R12
10 5 (17.86%) Data Extraction
11 4 (14.29%) SQL Server
12 3 (10.71%) Oracle Financials
12 3 (10.71%) Data Modelling
12 3 (10.71%) Logical Data Model
13 2 (7.14%) Physical Data Model
13 2 (7.14%) Data Quality
13 2 (7.14%) Data Transformation
13 2 (7.14%) Data Mapping
13 2 (7.14%) Change Management
14 1 (3.57%) Configuration Management
14 1 (3.57%) CRM
14 1 (3.57%) Data Warehouse
14 1 (3.57%) SAP
14 1 (3.57%) UML
14 1 (3.57%) Sentinel
14 1 (3.57%) Data Management

Data Cleansing
Co-occurring IT Skills in the East 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:

Applications
1 17 (60.71%) Microsoft Excel
2 15 (53.57%) Microsoft PowerPoint
Business Applications
1 8 (28.57%) Oracle EBS
2 5 (17.86%) Oracle EBS R12
3 3 (10.71%) Oracle Financials
4 1 (3.57%) Dynamics CRM
4 1 (3.57%) Sentinel
Communications & Networking
1 1 (3.57%) NAS
Database & Business Intelligence
1 11 (39.29%) SQL Server Integration Services
2 4 (14.29%) SQL Server
3 1 (3.57%) Data Warehouse
General
1 10 (35.71%) Finance
Job Titles
1 19 (67.86%) Analyst
2 17 (60.71%) Data Analyst
3 14 (50.00%) Business Data Analyst
4 6 (21.43%) Graduate
4 6 (21.43%) Graduate Analyst
4 6 (21.43%) Graduate Data Analyst
5 5 (17.86%) Junior
5 5 (17.86%) Junior Analyst
5 5 (17.86%) Junior Data Analyst
6 4 (14.29%) Oracle Analyst
7 3 (10.71%) Consultant
8 2 (7.14%) Architect
8 2 (7.14%) Data Consultant
8 2 (7.14%) Data Migration Analyst
8 2 (7.14%) Data Migration Consultant
8 2 (7.14%) E-Business Analyst
8 2 (7.14%) Migration Analyst
8 2 (7.14%) Migration Consultant
8 2 (7.14%) Oracle Consultant
8 2 (7.14%) Oracle Data Migration Consultant
Miscellaneous
1 1 (3.57%) Taxonomies
Processes & Methodologies
1 24 (85.71%) Migration
2 15 (53.57%) ETL
3 14 (50.00%) Data Migration
4 7 (25.00%) Data Reconciliation
5 5 (17.86%) Data Extraction
5 5 (17.86%) Validation
6 3 (10.71%) Data Modelling
6 3 (10.71%) Logical Data Model
7 2 (7.14%) Change Management
7 2 (7.14%) Data Mapping
7 2 (7.14%) Data Transformation
7 2 (7.14%) Physical Data Model
8 1 (3.57%) Configuration Management
8 1 (3.57%) CRM
8 1 (3.57%) Data Architecture
8 1 (3.57%) Data Protection
8 1 (3.57%) Data Strategy
8 1 (3.57%) Master Data Management
8 1 (3.57%) Server Building
8 1 (3.57%) UML
Programming Languages
1 14 (50.00%) SQL
Qualifications
1 1 (3.57%) SC Cleared
1 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 2 (7.14%) Data Quality
System Software
1 1 (3.57%) Virtual Machines
Vendors
1 20 (71.43%) Oracle
2 1 (3.57%) SAP
2 1 (3.57%) ServiceNow
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