Period
to 23 July 2017

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 6 months to 23 July 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
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 126 116 137
Rank change year-on-year -10 +21 -1
Contract jobs citing Data Cleansing 19 23 12
As % of all contract IT jobs advertised in the East Midlands 0.61% 0.71% 0.36%
As % of the Processes & Methodologies category 0.73% 0.88% 0.47%
Number of daily rates quoted 9 12 7
East Midlands median daily rate £450 £419 £450
Median daily rate % change year-on-year +7.46% -6.94% -
10th Percentile £277 £363 £340
90th Percentile £510 £509 £475
England median daily rate £425 £400 £403
% change year-on-year +6.25% -0.62% +7.33%
Number of hourly rates quoted 0 1 1
East Midlands median hourly rate - £16.00 £12.50
Median hourly rate % change year-on-year - +28.00% -13.79%
England median hourly rate £18.00 £16.50 £21.00
% change year-on-year +9.09% -21.43% +20.00%

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 2603 2624 2562
As % of all contract IT job vacancies advertised in the East Midlands 82.92% 81.47% 77.38%
Number of daily rates quoted 1622 1637 1547
East Midlands median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £253 £250 £213
90th Percentile £543 £575 £536
England median daily rate £450 £425 £407
% change year-on-year +5.88% +4.42% +1.75%
Number of hourly rates quoted 79 58 74
East Midlands median hourly rate £17.50 £14.75 £17.40
Median hourly rate % change year-on-year +18.64% -15.23% -17.14%
10th Percentile £10.59 £10.85 £10.50
90th Percentile £52.50 £43.63 £34.10
England median hourly rate £25.00 £25.00 £21.75
% change year-on-year - +14.94% +6.10%

Data Cleansing
Job Vacancy Trend in the East Midlands

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in the East Midlands.

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 6 months to 23 July 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 6 months to 23 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northamptonshire +1 11 £450 +20.00%
Derbyshire -12 4 £375 -16.67%
Lincolnshire - 1 £230 -
Data Cleansing
England

For the 6 months to 23 July 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 13 (68.42%) Oracle
2 12 (63.16%) Oracle EBS
2 12 (63.16%) Migration
2 12 (63.16%) Data Migration
3 11 (57.89%) Finance
4 8 (42.11%) Data Modelling
5 7 (36.84%) SQL Server
6 6 (31.58%) ETL
6 6 (31.58%) Oracle EBS R12
6 6 (31.58%) Logical Data Model
7 5 (26.32%) Physical Data Model
8 4 (21.05%) Validation
8 4 (21.05%) Microsoft PowerPoint
8 4 (21.05%) Oracle Financials
8 4 (21.05%) Microsoft Excel
8 4 (21.05%) Data Reconciliation
9 3 (15.79%) Data Transformation
9 3 (15.79%) Data Extraction
9 3 (15.79%) Data Quality
9 3 (15.79%) Business Intelligence
9 3 (15.79%) SQL
10 2 (10.53%) Manufacturing
10 2 (10.53%) Logistics
10 2 (10.53%) Oracle BI EE
10 2 (10.53%) Facilities Management
10 2 (10.53%) User Acceptance Testing
10 2 (10.53%) Oracle Reports
10 2 (10.53%) Change Management
10 2 (10.53%) Hyperion
10 2 (10.53%) Data Mapping

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 4 (21.05%) Microsoft Excel
1 4 (21.05%) Microsoft PowerPoint
2 1 (5.26%) MS Visio
Business Applications
1 12 (63.16%) Oracle EBS
2 6 (31.58%) Oracle EBS R12
3 4 (21.05%) Oracle Financials
4 1 (5.26%) Dynamics CRM
4 1 (5.26%) SAP ERP
4 1 (5.26%) Sentinel
Database & Business Intelligence
1 7 (36.84%) SQL Server
2 2 (10.53%) Oracle BI EE
2 2 (10.53%) Oracle Reports
3 1 (5.26%) Data Warehouse
3 1 (5.26%) MongoDB
3 1 (5.26%) MS Access
3 1 (5.26%) SQL Server Integration Services
General
1 11 (57.89%) Finance
2 2 (10.53%) Manufacturing
3 1 (5.26%) Aerospace
Job Titles
1 9 (47.37%) Analyst
2 6 (31.58%) Oracle Analyst
3 5 (26.32%) Data Analyst
4 3 (15.79%) Consultant
4 3 (15.79%) Migration Consultant
4 3 (15.79%) Oracle Consultant
5 2 (10.53%) Business Intelligence Analyst
5 2 (10.53%) Data Consultant
5 2 (10.53%) Data Migration Analyst
5 2 (10.53%) Data Migration Consultant
5 2 (10.53%) Data Migration Specialist
5 2 (10.53%) Financial Analyst
5 2 (10.53%) Migration Analyst
5 2 (10.53%) Migration Specialist
5 2 (10.53%) Oracle Data Migration Consultant
5 2 (10.53%) Report Analyst
6 1 (5.26%) Business Data Analyst
6 1 (5.26%) Data Manager
6 1 (5.26%) Oracle Financials Analyst
6 1 (5.26%) Technical Administrator
Libraries, Frameworks & Software Standards
1 1 (5.26%) .NET
1 1 (5.26%) CSS
1 1 (5.26%) HTML
1 1 (5.26%) HTML5
1 1 (5.26%) Node.js
Miscellaneous
1 1 (5.26%) Data Structures
1 1 (5.26%) Greenfield Project
1 1 (5.26%) Taxonomies
Processes & Methodologies
1 12 (63.16%) Data Migration
1 12 (63.16%) Migration
2 8 (42.11%) Data Modelling
3 6 (31.58%) ETL
3 6 (31.58%) Logical Data Model
4 5 (26.32%) Physical Data Model
5 4 (21.05%) Data Reconciliation
5 4 (21.05%) Validation
6 3 (15.79%) Business Intelligence
6 3 (15.79%) Data Extraction
6 3 (15.79%) Data Transformation
7 2 (10.53%) Change Management
7 2 (10.53%) Data Mapping
7 2 (10.53%) Data Strategy
7 2 (10.53%) Facilities Management
7 2 (10.53%) Logistics
7 2 (10.53%) Programme Governance
7 2 (10.53%) User Acceptance Testing
8 1 (5.26%) Data Management
8 1 (5.26%) Stakeholder Management
Programming Languages
1 3 (15.79%) SQL
2 1 (5.26%) C#
2 1 (5.26%) Java
2 1 (5.26%) JavaScript
2 1 (5.26%) VB
Quality Assurance & Compliance
1 3 (15.79%) Data Quality
2 2 (10.53%) PMO
Vendors
1 13 (68.42%) Oracle
2 2 (10.53%) Hyperion
3 1 (5.26%) Cognos
3 1 (5.26%) Microsoft
3 1 (5.26%) SAP
3 1 (5.26%) ServiceNow
3 1 (5.26%) Tableau