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 3 December 2016 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
3 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 78 91 87
Rank change year-on-year
+13 -4
Contract jobs citing Data Cleansing 27 11 11
As % of all contract IT jobs located in the East Midlands 1.62% 0.71% 0.65%
As % of the Processes & Methodologies category 2.00% 0.90% 0.94%
Number of daily rates quoted 19 9 4
Median daily rate £250 £400 £488
Median daily rate % change year-on-year
-37.50% -17.94%
90% offered a daily rate of more than £240 £348 £389
10% offered a daily rate of more than £430 £450 £525
UK excluding London median daily rate £425 £400 £350
% change year-on-year
+6.25% +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.72 £11.31 £10.50
% change year-on-year
+74.43% +7.66%
Data Cleansing
England

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
1348 1216 1175
As % of all contract IT jobs located in the East Midlands 81.11% 78.10% 69.24%
Number of daily rates quoted 852 799 668
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £258 £275 £230
10% offered a daily rate of more than £550 £513 £540
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 45 39 58
Median hourly rate £18.50 £15.50 £15.00
Median hourly rate % change year-on-year
+19.35% +3.33%
90% offered a hourly rate of more than £11.00 £10.00 £9.11
10% offered a hourly rate of more than £37.50 £37.60 £28.60
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 3 December 2016.

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 3 December 2016. 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
(Click see detailed
statistics and trends)
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 +4 19 £250 -39.39%
Nottinghamshire -1 5 £406 -
Derbyshire - 1 £450 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the East Midlands

For the 6 months to 3 December 2016, 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 38 (80.85%) Migration
2 28 (59.57%) Oracle
3 25 (53.19%) Finance
3 25 (53.19%) Data Migration
4 23 (48.94%) ETL
5 16 (34.04%) SQL
5 16 (34.04%) Oracle EBS R12
6 13 (27.66%) Oracle EBS
7 12 (25.53%) MS PowerPoint
7 12 (25.53%) SQL Server Integration Services
8 9 (19.15%) Data Modelling
9 8 (17.02%) SAP
9 8 (17.02%) Validation
9 8 (17.02%) Data Extraction
10 7 (14.89%) Data Quality
11 6 (12.77%) Logical Data Model
12 5 (10.64%) SQL Server
12 5 (10.64%) ERP
12 5 (10.64%) Manufacturing
12 5 (10.64%) Data Mapping
13 4 (8.51%) Data Transformation
13 4 (8.51%) Data Reconciliation
13 4 (8.51%) Virtual Machines
13 4 (8.51%) Physical Data Model
13 4 (8.51%) Data Analysis
13 4 (8.51%) Configuration Management
14 3 (6.38%) Business Intelligence
14 3 (6.38%) Oracle Financials
14 3 (6.38%) Cognos
14 3 (6.38%) Six Sigma

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 (4.26%) SharePoint
Applications
1 12 (25.53%) MS PowerPoint
2 2 (4.26%) MS Office
Business Applications
1 16 (34.04%) Oracle EBS R12
2 13 (27.66%) Oracle EBS
3 3 (6.38%) Oracle Assets
3 3 (6.38%) Oracle Cash Management
3 3 (6.38%) Oracle Financials
3 3 (6.38%) Oracle General Ledger
3 3 (6.38%) Oracle Payables
3 3 (6.38%) Oracle Procure-to-Pay
3 3 (6.38%) Oracle Receivables
3 3 (6.38%) SAP ERP
4 2 (4.26%) SAP CO
4 2 (4.26%) SAP FI
4 2 (4.26%) SAP FI/CO
5 1 (2.13%) SAP FI-AP
Cloud Services
1 2 (4.26%) SaaS
Communications & Networking
1 2 (4.26%) NAS
Database & Business Intelligence
1 12 (25.53%) SQL Server Integration Services
2 5 (10.64%) SQL Server
3 1 (2.13%) RDBMS
3 1 (2.13%) Relational Database
Development Applications
1 2 (4.26%) LSMW
General
1 25 (53.19%) Finance
2 5 (10.64%) Manufacturing
3 1 (2.13%) Aerospace
3 1 (2.13%) Back Office
Job Titles
1 34 (72.34%) Analyst
2 29 (61.70%) Data Analyst
3 13 (27.66%) Business Data Analyst
4 12 (25.53%) Financial Analyst
5 8 (17.02%) Oracle Analyst
6 6 (12.77%) Consultant
6 6 (12.77%) Graduate
6 6 (12.77%) Graduate Analyst
6 6 (12.77%) Graduate Data Analyst
7 5 (10.64%) Junior
7 5 (10.64%) Junior Analyst
7 5 (10.64%) Junior Data Analyst
8 3 (6.38%) Data Manager
9 2 (4.26%) Architect
9 2 (4.26%) Data Migration Analyst
9 2 (4.26%) ERP Manager
9 2 (4.26%) Integration Consultant
9 2 (4.26%) Migration Analyst
9 2 (4.26%) SAP Analyst
9 2 (4.26%) Supply Chain Manager
Libraries, Frameworks & Software Standards
1 1 (2.13%) Spring
Miscellaneous
1 8 (17.02%) Data Extraction
2 2 (4.26%) Analytical Skills
2 2 (4.26%) Credit Risk
3 1 (2.13%) FMCG
Processes & Methodologies
1 38 (80.85%) Migration
2 25 (53.19%) Data Migration
3 23 (48.94%) ETL
4 9 (19.15%) Data Modelling
5 8 (17.02%) Validation
6 6 (12.77%) Logical Data Model
7 5 (10.64%) Data Mapping
7 5 (10.64%) ERP
8 4 (8.51%) Configuration Management
8 4 (8.51%) Data Analysis
8 4 (8.51%) Data Reconciliation
8 4 (8.51%) Data Transformation
8 4 (8.51%) Physical Data Model
9 3 (6.38%) Business Analysis
9 3 (6.38%) Business Intelligence
9 3 (6.38%) Lean Six Sigma
9 3 (6.38%) Logistics
9 3 (6.38%) Procure-to-Pay
9 3 (6.38%) Six Sigma
9 3 (6.38%) User Acceptance Testing
Programming Languages
1 16 (34.04%) SQL
2 1 (2.13%) T-SQL
Qualifications
1 2 (4.26%) Security Cleared
2 1 (2.13%) SC Cleared
Quality Assurance & Compliance
1 7 (14.89%) Data Quality
2 1 (2.13%) QA
System Software
1 4 (8.51%) Virtual Machines
Vendors
1 28 (59.57%) Oracle
2 8 (17.02%) SAP
3 3 (6.38%) Cognos
3 3 (6.38%) Microsoft
3 3 (6.38%) Tableau