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 20 January 2017 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
20 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / South East
Rank 223 225 231
Rank change year-on-year
+2 +6
Contract jobs citing Data Cleansing 15 27 30
As % of all contract IT jobs located in the South East 0.21% 0.33% 0.32%
As % of the Processes & Methodologies category 0.26% 0.41% 0.41%
Number of daily rates quoted 8 20 16
Median daily rate £325 £425 £478
Median daily rate % change year-on-year
-23.52% -10.99%
90% offered a daily rate of more than £145 £250 £381
10% offered a daily rate of more than £500 £478 £550
UK excluding London median daily rate £413 £400 £356
% change year-on-year
+3.12% +12.28%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £10.50
UK excluding London median hourly rate - £10.00 £20.95
% change year-on-year
- -52.26%

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
5834 6635 7239
As % of all contract IT jobs located in the South East 80.38% 79.97% 77.96%
Number of daily rates quoted 3426 3972 3993
Median daily rate £425 £400 £390
Median daily rate % change year-on-year
+6.25% +2.56%
90% offered a daily rate of more than £290 £275 £263
10% offered a daily rate of more than £565 £550 £525
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 208 282 243
Median hourly rate £38.25 £44.00 £25.00
Median hourly rate % change year-on-year
-13.06% +76.00%
90% offered a hourly rate of more than £12.00 £12.50 £11.50
10% offered a hourly rate of more than £50.25 £61.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 20 January 2017.

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 20 January 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 +4 4 £385 -3.75% 1
Oxfordshire -4 2 £381 +79.41%
Surrey - 2 £500 -
Hampshire +5 1 £145 -68.47%
Buckinghamshire +1 1 - -
East Sussex - 1 £145 -
Kent - 1 - -
Middlesex - 1 £500 -
West Sussex - 1 £500 -
M4 Corridor - 1 £325 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South East

For the 6 months to 20 January 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 27 (67.50%) Migration
2 20 (50.00%) Data Migration
3 16 (40.00%) Data Quality
4 14 (35.00%) Validation
4 14 (35.00%) SAP
5 13 (32.50%) SQL
5 13 (32.50%) ETL
6 12 (30.00%) Data Extraction
7 11 (27.50%) Data Analysis
8 10 (25.00%) Stakeholder Management
9 9 (22.50%) SQL Server
10 7 (17.50%) LSMW
10 7 (17.50%) SAP Data Services
11 6 (15.00%) Data Mapping
11 6 (15.00%) Data Validation
11 6 (15.00%) Data Conversion
11 6 (15.00%) ERP
11 6 (15.00%) Oracle
12 5 (12.50%) MS Excel
12 5 (12.50%) Analytical Skills
13 4 (10.00%) T-SQL
13 4 (10.00%) SAP FI
13 4 (10.00%) Maximo
13 4 (10.00%) Oracle ERP
13 4 (10.00%) BAPI
13 4 (10.00%) Finance
13 4 (10.00%) SQL Server 2008
14 3 (7.50%) SQL Server Integration Services
14 3 (7.50%) Retail
14 3 (7.50%) Asset Management

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 3 (7.50%) Smallworld
2 2 (5.00%) SharePoint
3 1 (2.50%) Confluence
3 1 (2.50%) SAS
Applications
1 5 (12.50%) MS Excel
2 1 (2.50%) MS Office
2 1 (2.50%) MS PowerPoint
2 1 (2.50%) Stata
Business Applications
1 4 (10.00%) Maximo
1 4 (10.00%) Oracle ERP
1 4 (10.00%) SAP FI
2 1 (2.50%) SAP APO
2 1 (2.50%) SAP MDM
2 1 (2.50%) SAP PP
Database & Business Intelligence
1 9 (22.50%) SQL Server
2 7 (17.50%) SAP Data Services
3 4 (10.00%) SQL Server 2008
4 3 (7.50%) GIS
4 3 (7.50%) SQL Server Integration Services
5 2 (5.00%) SQL Server 2012
5 2 (5.00%) SQL Server Reporting Services
6 1 (2.50%) Big Data
6 1 (2.50%) Data Warehouse
6 1 (2.50%) DataStage
6 1 (2.50%) IBM InfoSphere
6 1 (2.50%) MS Access
6 1 (2.50%) PostgreSQL
Development Applications
1 7 (17.50%) LSMW
2 2 (5.00%) Talend Open Studio
3 1 (2.50%) JIRA
General
1 4 (10.00%) Finance
2 3 (7.50%) Retail
3 2 (5.00%) Legal
3 2 (5.00%) Manufacturing
3 2 (5.00%) Pharmaceutical
4 1 (2.50%) Advertising
4 1 (2.50%) Banking
4 1 (2.50%) Corporate Banking
Job Titles
1 23 (57.50%) Analyst
2 17 (42.50%) Data Analyst
3 8 (20.00%) Consultant
4 7 (17.50%) Data Migration Analyst
4 7 (17.50%) Migration Analyst
4 7 (17.50%) SAP Consultant
5 6 (15.00%) Data Consultant
5 6 (15.00%) SAP Data Consultant
6 4 (10.00%) Data Migration Consultant
6 4 (10.00%) Migration Consultant
6 4 (10.00%) SAP Data Migration Consultant
6 4 (10.00%) SAP Migration Consultant
7 3 (7.50%) Business Analyst
7 3 (7.50%) Developer
7 3 (7.50%) ETL Developer
7 3 (7.50%) GIS Analyst
7 3 (7.50%) GIS Data Analyst
7 3 (7.50%) Project Analyst
7 3 (7.50%) Support Analyst
8 2 (5.00%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 4 (10.00%) BAPI
Miscellaneous
1 12 (30.00%) Data Extraction
2 6 (15.00%) Data Conversion
3 5 (12.50%) Analytical Skills
4 3 (7.50%) Data Structures
4 3 (7.50%) Management Information System
5 1 (2.50%) AS400
5 1 (2.50%) Data Integration
5 1 (2.50%) Mathematics
5 1 (2.50%) Statistics
5 1 (2.50%) Virtual Team
5 1 (2.50%) Visualisation
Processes & Methodologies
1 27 (67.50%) Migration
2 20 (50.00%) Data Migration
3 14 (35.00%) Validation
4 13 (32.50%) ETL
5 11 (27.50%) Data Analysis
6 10 (25.00%) Stakeholder Management
7 6 (15.00%) Data Mapping
7 6 (15.00%) Data Validation
7 6 (15.00%) ERP
8 3 (7.50%) Asset Management
8 3 (7.50%) Business Intelligence
8 3 (7.50%) Data Management
8 3 (7.50%) EAM
8 3 (7.50%) Performance Tuning
8 3 (7.50%) Smoke Testing
9 2 (5.00%) Data Governance
9 2 (5.00%) Performance Monitoring
9 2 (5.00%) User Acceptance Testing
10 1 (2.50%) Dimensional Modelling
10 1 (2.50%) Use Case
Programming Languages
1 13 (32.50%) SQL
2 4 (10.00%) T-SQL
3 1 (2.50%) C
3 1 (2.50%) PL/SQL
3 1 (2.50%) R
3 1 (2.50%) VBA
Qualifications
1 2 (5.00%) Degree
2 1 (2.50%) Postgraduate
2 1 (2.50%) SC Cleared
2 1 (2.50%) Security Cleared
Quality Assurance & Compliance
1 16 (40.00%) Data Quality
2 2 (5.00%) GxP
2 2 (5.00%) Sarbanes-Oxley
Vendors
1 14 (35.00%) SAP
2 6 (15.00%) Oracle
3 3 (7.50%) Microsoft
4 2 (5.00%) Informatica
4 2 (5.00%) JD Edwards
4 2 (5.00%) Talend
5 1 (2.50%) IBM
5 1 (2.50%) IFS
5 1 (2.50%) Infor
5 1 (2.50%) Salesforce.com
5 1 (2.50%) Tableau
5 1 (2.50%) Trillium