The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the East Midlands region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / East Midlands
Rank 77 89 72
Rank change year-on-year
+12 -17
Contract jobs citing Data Cleansing 16 10 11
As % of all contract IT jobs located in the East Midlands 1.08% 0.68% 0.75%
As % of the Processes & Methodologies category 1.35% 0.86% 1.05%
Number of daily rates quoted 12 8 6
Median daily rate £250 £425 £488
Median daily rate % change year-on-year
-41.17% -12.82%
UK excluding London median daily rate £413 £400 £350
% change year-on-year
+3.12% +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £10.00 £20.95
% change year-on-year
- -52.26%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the East Midlands region.

Processes & Methodologies Category
East Midlands
Contract IT job ads with a match in the
Processes & Methodologies category
1184 1160 1043
As % of all contract IT jobs located in the East Midlands 80.05% 78.54% 71.54%
Number of daily rates quoted 721 712 600
Median daily rate £375 £400 £375
Median daily rate % change year-on-year
-6.25% +6.66%
90% offered a daily rate of more than £200 £275 £225
10% offered a daily rate of more than £550 £538 £550
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 38 37 43
Median hourly rate £18.50 £20.00 £15.50
Median hourly rate % change year-on-year
-7.50% +29.03%
90% offered a hourly rate of more than £11.10 £10.00 £10.44
10% offered a hourly rate of more than £37.50 £43.75 £26.60
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

Data Cleansing
Jobs Demand Trend in the East Midlands

The demand trend of contract jobs across the East Midlands region citing Data Cleansing as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in the East Midlands

Data Cleansing
Daily Rate Trend in the East Midlands

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

Data Cleansing Daily Rate Trend in the East Midlands

Data Cleansing
Daily Rate Histogram in the East Midlands

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the East Midlands region over the 3 months to 17 January 2017.

Data Cleansing Daily Rate Histogram in the East Midlands

Data Cleansing
Hourly Rate Trend in the East Midlands

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

Data Cleansing Hourly Rate Trend 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 17 January 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 - 14 £250 -
Derbyshire - 1 £450 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the East Midlands

For the 6 months to 17 January 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 28 (75.68%) Migration
2 21 (56.76%) Oracle
3 20 (54.05%) ETL
4 18 (48.65%) Finance
5 16 (43.24%) SQL
6 15 (40.54%) Data Migration
7 12 (32.43%) MS PowerPoint
7 12 (32.43%) SQL Server Integration Services
8 10 (27.03%) Oracle EBS
9 9 (24.32%) Oracle EBS R12
10 8 (21.62%) SAP
11 6 (16.22%) Data Modelling
12 5 (13.51%) Data Extraction
12 5 (13.51%) Data Mapping
12 5 (13.51%) ERP
12 5 (13.51%) Manufacturing
12 5 (13.51%) Validation
13 4 (10.81%) Data Analysis
13 4 (10.81%) Data Quality
13 4 (10.81%) Data Reconciliation
14 3 (8.11%) Tableau
14 3 (8.11%) Lean Six Sigma
14 3 (8.11%) SAP ERP
14 3 (8.11%) User Acceptance Testing
14 3 (8.11%) Unit Testing
14 3 (8.11%) Integration Testing
14 3 (8.11%) Procure-to-Pay
14 3 (8.11%) Oracle Procure-to-Pay
14 3 (8.11%) Logical Data Model
14 3 (8.11%) Logistics

Data Cleansing
Top Related 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:

Application Platforms
1 2 (5.41%) SharePoint
Applications
1 12 (32.43%) MS PowerPoint
2 2 (5.41%) MS Office
Business Applications
1 10 (27.03%) Oracle EBS
2 9 (24.32%) Oracle EBS R12
3 3 (8.11%) Oracle Procure-to-Pay
3 3 (8.11%) SAP ERP
4 2 (5.41%) SAP CO
4 2 (5.41%) SAP FI
4 2 (5.41%) SAP FI/CO
5 1 (2.70%) Oracle Assets
5 1 (2.70%) Oracle Cash Management
5 1 (2.70%) Oracle Financials
5 1 (2.70%) Oracle General Ledger
5 1 (2.70%) Oracle Payables
5 1 (2.70%) Oracle Receivables
5 1 (2.70%) SAP FI-AP
Cloud Services
1 2 (5.41%) SaaS
Communications & Networking
1 1 (2.70%) NAS
Database & Business Intelligence
1 12 (32.43%) SQL Server Integration Services
2 2 (5.41%) SQL Server
3 1 (2.70%) RDBMS
3 1 (2.70%) Relational Database
Development Applications
1 2 (5.41%) LSMW
General
1 18 (48.65%) Finance
2 5 (13.51%) Manufacturing
3 1 (2.70%) Aerospace
3 1 (2.70%) Back Office
Job Titles
1 27 (72.97%) Analyst
2 22 (59.46%) Data Analyst
3 13 (35.14%) Business Data Analyst
4 6 (16.22%) Graduate
4 6 (16.22%) Graduate Analyst
4 6 (16.22%) Graduate Data Analyst
4 6 (16.22%) Oracle Analyst
5 5 (13.51%) Financial Analyst
5 5 (13.51%) Junior
5 5 (13.51%) Junior Analyst
5 5 (13.51%) Junior Data Analyst
6 4 (10.81%) Consultant
7 3 (8.11%) Data Manager
8 2 (5.41%) Data Migration Analyst
8 2 (5.41%) ERP Manager
8 2 (5.41%) Migration Analyst
8 2 (5.41%) SAP Analyst
8 2 (5.41%) Supply Chain Manager
9 1 (2.70%) Data Migration Developer
9 1 (2.70%) SSIS Developer
Libraries, Frameworks & Software Standards
1 1 (2.70%) Spring
Miscellaneous
1 5 (13.51%) Data Extraction
2 2 (5.41%) Analytical Skills
2 2 (5.41%) Credit Risk
3 1 (2.70%) FMCG
Processes & Methodologies
1 28 (75.68%) Migration
2 20 (54.05%) ETL
3 15 (40.54%) Data Migration
4 6 (16.22%) Data Modelling
5 5 (13.51%) Data Mapping
5 5 (13.51%) ERP
5 5 (13.51%) Validation
6 4 (10.81%) Data Analysis
6 4 (10.81%) Data Reconciliation
7 3 (8.11%) Business Analysis
7 3 (8.11%) Business Intelligence
7 3 (8.11%) Integration Testing
7 3 (8.11%) Lean Six Sigma
7 3 (8.11%) Logical Data Model
7 3 (8.11%) Logistics
7 3 (8.11%) Procure-to-Pay
7 3 (8.11%) Six Sigma
7 3 (8.11%) Unit Testing
7 3 (8.11%) User Acceptance Testing
8 2 (5.41%) Agile Software Development
Programming Languages
1 16 (43.24%) SQL
2 1 (2.70%) T-SQL
Qualifications
1 2 (5.41%) Security Cleared
2 1 (2.70%) SC Cleared
Quality Assurance & Compliance
1 4 (10.81%) Data Quality
2 1 (2.70%) QA
System Software
1 1 (2.70%) Virtual Machines
Vendors
1 21 (56.76%) Oracle
2 8 (21.62%) SAP
3 3 (8.11%) Cognos
3 3 (8.11%) Microsoft
3 3 (8.11%) Tableau