Period
to 18 January 2018

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 18 January 2018 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
18 Jan 2018
Same period 2017 Same period 2016
Rank 128 110 128
Rank change year-on-year -18 +18 -11
Contract jobs citing Data Cleansing 14 37 15
As % of all contract IT jobs advertised in the East Midlands 0.46% 1.17% 0.49%
As % of the Processes & Methodologies category 0.56% 1.43% 0.61%
Number of daily rates quoted 11 24 16
East Midlands median daily rate £425 £331 £406
Median daily rate % change year-on-year +28.30% -18.46% -16.67%
10th Percentile £313 £225 £313
90th Percentile £540 £450 £475
England median daily rate £425 £450 £400
% change year-on-year -5.56% +12.50% -4.76%
Number of hourly rates quoted 1 0 0
East Midlands median hourly rate £17.50 - -
England median hourly rate £19.00 £20.00 £15.50
% change year-on-year -5.00% +29.03% -1.23%

Data Cleansing is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 2,493 2,583 2,462
As % of all contract IT jobs advertised in the East Midlands 82.74% 81.56% 79.65%
Number of daily rates quoted 1,606 1,659 1,530
East Midlands median daily rate £399 £385 £375
Median daily rate % change year-on-year +3.57% +2.67% -
10th Percentile £238 £213 £231
90th Percentile £550 £563 £525
England median daily rate £450 £431 £425
% change year-on-year +4.53% +1.29% +6.25%
Number of hourly rates quoted 88 73 88
East Midlands median hourly rate £15.45 £14.50 £16.06
Median hourly rate % change year-on-year +6.55% -9.69% -2.70%
10th Percentile £9.79 £10.30 £10.43
90th Percentile £48.90 £38.75 £40.08
England median hourly rate £23.75 £25.00 £23.00
% change year-on-year -5.00% +8.70% +15.00%

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 18 January 2018.

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 18 January 2018. 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 -8 7 £500 +100.00%
Derbyshire -4 3 £413 -8.33% 1
Leicestershire +6 2 £325 - 1
Data Cleansing
England

For the 6 months to 18 January 2018, 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 7 (50.00%) Oracle
2 6 (42.86%) Migration
3 5 (35.71%) User Acceptance Testing
4 4 (28.57%) Data Quality
4 4 (28.57%) Data Modelling
5 3 (21.43%) ETL
5 3 (21.43%) Cognos
5 3 (21.43%) SQL
5 3 (21.43%) Business Intelligence
5 3 (21.43%) Change Management
5 3 (21.43%) Test Scripting
5 3 (21.43%) Data Migration
5 3 (21.43%) Use Case
5 3 (21.43%) Cognos TM1
5 3 (21.43%) Data Analysis
5 3 (21.43%) SQL Server Integration Services
5 3 (21.43%) Data Flow Diagram
6 2 (14.29%) Data Governance
6 2 (14.29%) Data Visualisation
6 2 (14.29%) Analytical Skills
6 2 (14.29%) Logical Data Model
6 2 (14.29%) Data Management
6 2 (14.29%) Analytics
6 2 (14.29%) Data Extraction
6 2 (14.29%) Visualisation
6 2 (14.29%) Finance
6 2 (14.29%) Stakeholder Management
6 2 (14.29%) SQL Server
6 2 (14.29%) Data Warehouse
6 2 (14.29%) SMS

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:

Business Applications
1 3 (21.43%) Cognos TM1
2 1 (7.14%) Oracle EBS
2 1 (7.14%) Oracle EBS R12
2 1 (7.14%) Oracle ERP
2 1 (7.14%) Oracle Payroll
Communications & Networking
1 2 (14.29%) SMS
Database & Business Intelligence
1 3 (21.43%) SQL Server Integration Services
2 2 (14.29%) Data Warehouse
2 2 (14.29%) SQL Server
3 1 (7.14%) NoSQL
3 1 (7.14%) Oracle ODI
3 1 (7.14%) QlikView
3 1 (7.14%) RDBMS
3 1 (7.14%) Relational Database
Development Applications
1 1 (7.14%) ERwin
General
1 2 (14.29%) Finance
Job Titles
1 6 (42.86%) Analyst
2 3 (21.43%) Data Analyst
2 3 (21.43%) Test Analyst
2 3 (21.43%) TM1 Analyst
3 2 (14.29%) Consultant
3 2 (14.29%) Functional Consultant
3 2 (14.29%) HR Consultant
3 2 (14.29%) Payroll Consultant
4 1 (7.14%) Administrator
4 1 (7.14%) Architect
4 1 (7.14%) Data Architect
4 1 (7.14%) Data Manager
4 1 (7.14%) Data Modeller
4 1 (7.14%) Oracle Consultant
4 1 (7.14%) Oracle HRMS Consultant
4 1 (7.14%) Oracle Payroll Consultant
4 1 (7.14%) Oracle Payroll Functional Consultant
4 1 (7.14%) Salesforce Administrator
4 1 (7.14%) Service Analyst
4 1 (7.14%) Tester
Libraries, Frameworks & Software Standards
1 1 (7.14%) .NET
Miscellaneous
1 2 (14.29%) Analytical Skills
2 1 (7.14%) Greenfield Project
2 1 (7.14%) Management Information System
2 1 (7.14%) Taxonomies
Processes & Methodologies
1 6 (42.86%) Migration
2 5 (35.71%) User Acceptance Testing
3 4 (28.57%) Data Modelling
4 3 (21.43%) Business Intelligence
4 3 (21.43%) Change Management
4 3 (21.43%) Data Analysis
4 3 (21.43%) Data Flow Diagram
4 3 (21.43%) Data Migration
4 3 (21.43%) ETL
4 3 (21.43%) Test Scripting
4 3 (21.43%) Use Case
5 2 (14.29%) Analytics
5 2 (14.29%) Data Extraction
5 2 (14.29%) Data Governance
5 2 (14.29%) Data Management
5 2 (14.29%) Data Visualisation
5 2 (14.29%) Logical Data Model
5 2 (14.29%) Stakeholder Management
5 2 (14.29%) Visualisation
6 1 (7.14%) Data Security
Programming Languages
1 3 (21.43%) SQL
2 1 (7.14%) T-SQL
Quality Assurance & Compliance
1 4 (28.57%) Data Quality
Vendors
1 7 (50.00%) Oracle
2 3 (21.43%) Cognos
3 1 (7.14%) Microsoft
3 1 (7.14%) Salesforce.com
3 1 (7.14%) Tableau