The following table provides summary statistics for contract job vacancies advertised in the South East 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 23 March 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.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / South East
Rank 229 224 248
Rank change year-on-year -5 +24  
Contract jobs citing Data Cleansing 16 38 19
As % of all contract IT jobs advertised in the South East 0.21% 0.42% 0.20%
As % of the Processes & Methodologies category 0.25% 0.51% 0.25%
Number of daily rates quoted 8 28 16
Median daily rate £385 £425 £400
Median daily rate % change year-on-year -9.41% +6.25%  
90% offered a daily rate of more than £293 £350 £306
10% offered a daily rate of more than £500 £475 £458
UK excluding London median daily rate £350 £425 £400
% change year-on-year -17.64% +6.25%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £17.00 -
UK excluding London median hourly rate £14.63 £13.50 £72.50
% change year-on-year +8.33% -81.37%  

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 South East with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South East
Contract job vacancies with a requirement for process and methodology skills 6315 7428 7722
As % of all contract IT job vacancies advertised in the South East 81.49% 81.17% 79.51%
Number of daily rates quoted 3641 4585 4239
Median daily rate £425 £400 £398
Median daily rate % change year-on-year +6.25% +0.62%  
90% offered a daily rate of more than £288 £275 £270
10% offered a daily rate of more than £550 £525 £525
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 238 265 271
Median hourly rate £29.92 £40.00 £33.00
Median hourly rate % change year-on-year -25.20% +21.21%  
90% offered a hourly rate of more than £12.00 £13.75 £13.75
10% offered a hourly rate of more than £55.00 £61.00 £48.51
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Cleansing
Job Vacancy Trend in the South East

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

Data Cleansing
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Data Cleansing in the South East

Data Cleansing
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Data Cleansing in the South East over the 3 months to 23 March 2017.

Contractor daily rate histogram for Data Cleansing in the South East

Data Cleansing
Contractor Hourly Rate Trend in the South East

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

Contractor hourly rate trend for Data Cleansing in the South East

Data Cleansing
Contract Job Locations in the South East

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 South East region over the 3 months to 23 March 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
Berkshire +20 9 £385 -8.87% 2
Oxfordshire -7 2 £313 - 2
West Sussex - 2 £463 -
Buckinghamshire -11 1 £214 -31.95% 2
Surrey - 1 £500 - 1
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South East

For the 6 months to 23 March 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 South East region with a requirement for Data Cleansing.

1 13 (39.39%) Migration
2 11 (33.33%) Data Migration
3 9 (27.27%) Maximo
4 8 (24.24%) SAP
5 7 (21.21%) SQL
5 7 (21.21%) EAM
5 7 (21.21%) GIS
5 7 (21.21%) Smallworld
5 7 (21.21%) Asset Management
6 6 (18.18%) Data Mapping
6 6 (18.18%) Data Quality
7 5 (15.15%) Data Analysis
7 5 (15.15%) Stakeholder Management
7 5 (15.15%) Oracle
7 5 (15.15%) MS Excel
8 4 (12.12%) ERP
8 4 (12.12%) ETL
8 4 (12.12%) Informatica
8 4 (12.12%) Data Extraction
8 4 (12.12%) Analytical Skills
9 3 (9.09%) Data Structures
9 3 (9.09%) Data Validation
9 3 (9.09%) SQL Server Integration Services
9 3 (9.09%) Retail
9 3 (9.09%) Business Intelligence
9 3 (9.09%) Microsoft
9 3 (9.09%) Salesforce.com
9 3 (9.09%) SQL Server
9 3 (9.09%) Validation
9 3 (9.09%) Management Information System

Data Cleansing
Top Related IT Skills in the South East 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 7 (21.21%) Smallworld
2 1 (3.03%) SAS
2 1 (3.03%) SharePoint
Applications
1 5 (15.15%) MS Excel
2 1 (3.03%) MS Office
2 1 (3.03%) MS PowerPoint
2 1 (3.03%) Stata
Business Applications
1 9 (27.27%) Maximo
2 2 (6.06%) Oracle ERP
3 1 (3.03%) Oracle Retail
3 1 (3.03%) SAP CO
3 1 (3.03%) SAP FI
3 1 (3.03%) SAP FI/CO
3 1 (3.03%) SAP PP
3 1 (3.03%) SAP S/4HANA
Cloud Services
1 1 (3.03%) SaaS
Database & Business Intelligence
1 7 (21.21%) GIS
2 3 (9.09%) SQL Server
2 3 (9.09%) SQL Server Integration Services
3 2 (6.06%) SAP Data Services
3 2 (6.06%) SQL Server 2012
3 2 (6.06%) SQL Server Reporting Services
4 1 (3.03%) Big Data
4 1 (3.03%) BusinessObjects
4 1 (3.03%) Data Warehouse
4 1 (3.03%) DataStage
4 1 (3.03%) MS Access
4 1 (3.03%) SAP HANA
Development Applications
1 2 (6.06%) LSMW
2 1 (3.03%) Talend Open Studio
General
1 3 (9.09%) Retail
2 2 (6.06%) Finance
2 2 (6.06%) Legal
3 1 (3.03%) Advertising
3 1 (3.03%) Banking
3 1 (3.03%) Billing
3 1 (3.03%) Corporate Banking
3 1 (3.03%) Manufacturing
3 1 (3.03%) Telecoms
Job Titles
1 22 (66.67%) Analyst
2 17 (51.52%) Data Analyst
3 7 (21.21%) GIS Analyst
3 7 (21.21%) GIS Data Analyst
4 3 (9.09%) Consultant
4 3 (9.09%) Data Migration Analyst
4 3 (9.09%) Migration Analyst
4 3 (9.09%) Support Analyst
5 2 (6.06%) Administrator
5 2 (6.06%) Business Analyst
5 2 (6.06%) Data Manager
5 2 (6.06%) Data Migration Lead
5 2 (6.06%) Junior
5 2 (6.06%) Project Analyst
5 2 (6.06%) Quality Analyst
5 2 (6.06%) SAP Consultant
5 2 (6.06%) SQL Analyst
5 2 (6.06%) SQL Support Analyst
5 2 (6.06%) SSIS Analyst
5 2 (6.06%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 1 (3.03%) BAPI
1 1 (3.03%) SAP ALE
Miscellaneous
1 4 (12.12%) Analytical Skills
2 3 (9.09%) Data Structures
2 3 (9.09%) Management Information System
3 1 (3.03%) Virtual Team
Processes & Methodologies
1 13 (39.39%) Migration
2 11 (33.33%) Data Migration
3 7 (21.21%) Asset Management
3 7 (21.21%) EAM
4 6 (18.18%) Data Mapping
5 5 (15.15%) Data Analysis
5 5 (15.15%) Stakeholder Management
6 4 (12.12%) Data Extraction
6 4 (12.12%) ERP
6 4 (12.12%) ETL
7 3 (9.09%) Business Intelligence
7 3 (9.09%) Data Governance
7 3 (9.09%) Data Validation
7 3 (9.09%) Validation
8 2 (6.06%) CRM
8 2 (6.06%) Data Conversion
8 2 (6.06%) Data Management
8 2 (6.06%) Data Reconciliation
8 2 (6.06%) GAP Analysis
8 2 (6.06%) Performance Monitoring
Programming Languages
1 7 (21.21%) SQL
2 2 (6.06%) Magik
3 1 (3.03%) ABAP
3 1 (3.03%) R
Qualifications
1 2 (6.06%) Degree
2 1 (3.03%) Postgraduate
Quality Assurance & Compliance
1 6 (18.18%) Data Quality
Vendors
1 8 (24.24%) SAP
2 5 (15.15%) Oracle
3 4 (12.12%) Informatica
4 3 (9.09%) Microsoft
4 3 (9.09%) Salesforce.com
5 2 (6.06%) Trillium
6 1 (3.03%) IBM
6 1 (3.03%) IFS
6 1 (3.03%) Infor
6 1 (3.03%) JD Edwards
6 1 (3.03%) MuleSoft
6 1 (3.03%) Siebel
6 1 (3.03%) Tableau
6 1 (3.03%) Talend
Surrey
Stott & May
Posted: Yesterday