The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 30 August 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
30 Aug 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 235 248 228
Rank change year-on-year
+13 -20
Contract jobs citing Data Cleansing 28 28 21
As % of all contract IT jobs located in the South East 0.32% 0.29% 0.23%
As % of the Processes & Methodologies category 0.40% 0.36% 0.30%
Number of daily rates quoted 17 15 13
Median daily rate £250 £400 £225
Median daily rate % change year-on-year
-37.50% +77.77%
90% offered a daily rate of more than £190 £228 £115
10% offered a daily rate of more than £450 £602 £324
UK excluding London median daily rate £389 £340 £325
% change year-on-year
+14.41% +4.61%
Number of hourly rates quoted 0 2 1
Median hourly rate - £14.33 £17.50
Median hourly rate % change year-on-year
- -18.10%
UK excluding London median hourly rate - £15.50 £15.39
% change year-on-year
- +0.74%
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 South East region.

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
7082 7720 7015
As % of all contract IT jobs located in the South East 81.73% 79.44% 76.62%
Number of daily rates quoted 4323 4724 3946
Median daily rate £420 £400 £375
Median daily rate % change year-on-year
+5.00% +6.66%
90% offered a daily rate of more than £288 £275 £240
10% offered a daily rate of more than £550 £520 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 269 255 265
Median hourly rate £39.50 £35.00 £21.00
Median hourly rate % change year-on-year
+12.85% +66.66%
90% offered a hourly rate of more than £13.00 £14.00 £12.30
10% offered a hourly rate of more than £59.31 £50.00 £51.00
UK excluding London median hourly rate £30.00 £32.54 £25.75
% change year-on-year
-7.80% +26.36%

Data Cleansing
Jobs Demand Trend in the South East

The demand trend of contract jobs across the South East 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 South East

Data Cleansing
Daily Rate Trend in the South East

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

Data Cleansing Daily Rate Trend in the South East

Data Cleansing
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the South East region over the 3 months to 30 August 2016.

Data Cleansing Daily Rate Histogram in the South East

Data Cleansing
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 across the South East region.

Data Cleansing Hourly Rate Trend 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 30 August 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
Berkshire +12 15 £438 -5.40% 1
West Sussex +3 9 £225 -27.41%
M4 Corridor - 4 - -
Surrey - 1 £190 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South East

For the 6 months to 30 August 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 South East region with a requirement for Data Cleansing.

1 30 (56.60%) Migration
2 24 (45.28%) SQL
2 24 (45.28%) SAP
2 24 (45.28%) Data Migration
3 22 (41.51%) Data Quality
4 15 (28.30%) Data Extraction
4 15 (28.30%) Data Mapping
4 15 (28.30%) Validation
5 14 (26.42%) ETL
5 14 (26.42%) Data Analysis
6 13 (24.53%) SQL Server
7 10 (18.87%) CRM
8 9 (16.98%) LSMW
8 9 (16.98%) Data Conversion
8 9 (16.98%) SAP Data Services
8 9 (16.98%) Data Modelling
9 8 (15.09%) MS Excel
9 8 (15.09%) Finance
9 8 (15.09%) User Acceptance Testing
9 8 (15.09%) Analytics
10 7 (13.21%) Data Analytics
10 7 (13.21%) Dynamics CRM
10 7 (13.21%) Big Data
10 7 (13.21%) SC Cleared
10 7 (13.21%) Security Cleared
10 7 (13.21%) Data Architecture
10 7 (13.21%) T-SQL
11 6 (11.32%) Data Validation
11 6 (11.32%) Big Data Analytics
11 6 (11.32%) NoSQL

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 4 (7.55%) SharePoint
2 2 (3.77%) Confluence
3 1 (1.89%) Documentum
Applications
1 8 (15.09%) MS Excel
Business Applications
1 7 (13.21%) Dynamics CRM
2 5 (9.43%) SAP FI
3 4 (7.55%) SAP HR
4 3 (5.66%) SAP CRM
5 2 (3.77%) SAP APO
5 2 (3.77%) SAP Business ByDesign
6 1 (1.89%) SAP EHS
6 1 (1.89%) SAP MDM
6 1 (1.89%) SAP PLM
Cloud Services
1 3 (5.66%) SuccessFactors
Communications & Networking
1 1 (1.89%) ATM
Database & Business Intelligence
1 13 (24.53%) SQL Server
2 9 (16.98%) SAP Data Services
3 7 (13.21%) Big Data
4 6 (11.32%) NoSQL
5 5 (9.43%) SQL Server 2008
5 5 (9.43%) SQL Server Integration Services
6 4 (7.55%) Data Mining
6 4 (7.55%) SQL Server Reporting Services
7 2 (3.77%) Data Warehouse
7 2 (3.77%) PostgreSQL
7 2 (3.77%) SQL Server Analysis Services
8 1 (1.89%) BusinessObjects
8 1 (1.89%) Oracle Reports
Development Applications
1 9 (16.98%) LSMW
2 2 (3.77%) JIRA
2 2 (3.77%) Talend Open Studio
2 2 (3.77%) Team Foundation Server
3 1 (1.89%) ERwin
3 1 (1.89%) SQL Server Management Studio (SSMS)
General
1 8 (15.09%) Finance
2 2 (3.77%) Manufacturing
2 2 (3.77%) Marketing
2 2 (3.77%) Pharmaceutical
3 1 (1.89%) Automotive
3 1 (1.89%) Front Office
3 1 (1.89%) Legal
Job Titles
1 22 (41.51%) Analyst
2 18 (33.96%) Data Analyst
3 10 (18.87%) Consultant
3 10 (18.87%) Data Consultant
4 9 (16.98%) SAP Consultant
4 9 (16.98%) SAP Data Consultant
5 8 (15.09%) Architect
5 8 (15.09%) Data Architect
6 7 (13.21%) Data Migration Consultant
6 7 (13.21%) Migration Analyst
6 7 (13.21%) Migration Consultant
7 6 (11.32%) Big Data Architect
7 6 (11.32%) SAP Data Migration Consultant
7 6 (11.32%) SAP Migration Consultant
8 5 (9.43%) Business Analyst
8 5 (9.43%) Data Migration Analyst
9 4 (7.55%) Data Cleanser
9 4 (7.55%) SAP Analyst
9 4 (7.55%) SAP Data Analyst
9 4 (7.55%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 6 (11.32%) BAPI
2 2 (3.77%) XML
3 1 (1.89%) .NET
3 1 (1.89%) Middleware
Miscellaneous
1 15 (28.30%) Data Extraction
2 9 (16.98%) Data Conversion
3 3 (5.66%) Analytical Skills
4 2 (3.77%) AS400
4 2 (3.77%) Data Structures
4 2 (3.77%) Management Information System
4 2 (3.77%) Reference Data
5 1 (1.89%) Data Integration
5 1 (1.89%) FMCG
Processes & Methodologies
1 30 (56.60%) Migration
2 24 (45.28%) Data Migration
3 15 (28.30%) Data Mapping
3 15 (28.30%) Validation
4 14 (26.42%) Data Analysis
4 14 (26.42%) ETL
5 10 (18.87%) CRM
6 9 (16.98%) Data Modelling
7 8 (15.09%) Analytics
7 8 (15.09%) User Acceptance Testing
8 7 (13.21%) Data Analytics
8 7 (13.21%) Data Architecture
9 6 (11.32%) Big Data Analytics
9 6 (11.32%) Data Validation
10 4 (7.55%) Change Control
10 4 (7.55%) Data Management
10 4 (7.55%) Data Reconciliation
10 4 (7.55%) Data Transformation
10 4 (7.55%) Stakeholder Management
11 3 (5.66%) Risk Assessment
Programming Languages
1 24 (45.28%) SQL
2 7 (13.21%) T-SQL
3 4 (7.55%) VBA
4 2 (3.77%) C
4 2 (3.77%) PL/SQL
5 1 (1.89%) C#
5 1 (1.89%) PowerShell
5 1 (1.89%) VB
5 1 (1.89%) VBScript
Qualifications
1 7 (13.21%) SC Cleared
1 7 (13.21%) Security Cleared
2 1 (1.89%) Degree
2 1 (1.89%) DV Cleared
Quality Assurance & Compliance
1 22 (41.51%) Data Quality
2 4 (7.55%) GxP
2 4 (7.55%) Sarbanes-Oxley
3 1 (1.89%) QA
Vendors
1 24 (45.28%) SAP
2 3 (5.66%) Oracle
3 2 (3.77%) HP
3 2 (3.77%) Microsoft
3 2 (3.77%) Salesforce.com
3 2 (3.77%) Talend
4 1 (1.89%) Callidus
4 1 (1.89%) JD Edwards
4 1 (1.89%) Siebel