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 6 December 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
6 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 230 239 225
Rank change year-on-year
+9 -14
Contract jobs citing Data Cleansing 21 26 41
As % of all contract IT jobs located in the South East 0.27% 0.28% 0.42%
As % of the Processes & Methodologies category 0.33% 0.35% 0.55%
Number of daily rates quoted 7 13 19
Median daily rate £450 £375 £470
Median daily rate % change year-on-year
+20.00% -20.21%
90% offered a daily rate of more than £370 £325 £240
10% offered a daily rate of more than £468 £495 £555
UK excluding London median daily rate £425 £400 £356
% change year-on-year
+6.25% +12.28%
Number of hourly rates quoted 1 1 4
Median hourly rate £30.00 £11.31 £10.50
Median hourly rate % change year-on-year
+165.36% +7.66%
UK excluding London median hourly rate £19.72 £11.31 £10.50
% change year-on-year
+74.43% +7.66%
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
6304 7487 7494
As % of all contract IT jobs located in the South East 80.11% 79.62% 76.40%
Number of daily rates quoted 3759 4415 4208
Median daily rate £425 £400 £388
Median daily rate % change year-on-year
+6.25% +3.22%
90% offered a daily rate of more than £275 £275 £260
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 260 308 284
Median hourly rate £34.00 £37.09 £22.50
Median hourly rate % change year-on-year
-8.33% +64.84%
90% offered a hourly rate of more than £12.50 £12.49 £11.35
10% offered a hourly rate of more than £52.50 £55.00 £42.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 6 December 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 6 December 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
Buckinghamshire +12 4 - - 1
Oxfordshire 0 3 £450 +80.00%
M4 Corridor - 3 £325 -
Hampshire +18 2 - -
Berkshire +1 2 £438 +6.06% 1
Middlesex -1 2 - -
Surrey - 2 - -
Kent - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South East

For the 6 months to 6 December 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 36 (69.23%) Migration
2 28 (53.85%) Data Migration
3 23 (44.23%) Data Quality
4 22 (42.31%) Data Extraction
5 21 (40.38%) SAP
6 20 (38.46%) SQL
6 20 (38.46%) Validation
7 19 (36.54%) Data Analysis
8 18 (34.62%) ETL
9 12 (23.08%) MS Excel
10 11 (21.15%) SQL Server
10 11 (21.15%) Stakeholder Management
11 10 (19.23%) LSMW
11 10 (19.23%) SAP Data Services
12 9 (17.31%) Data Conversion
12 9 (17.31%) Data Validation
13 8 (15.38%) Data Mapping
14 7 (13.46%) Analytical Skills
14 7 (13.46%) CRM
14 7 (13.46%) Oracle
15 5 (9.62%) Smoke Testing
15 5 (9.62%) Data Management
15 5 (9.62%) BAPI
15 5 (9.62%) SC Cleared
15 5 (9.62%) Security Cleared
15 5 (9.62%) SQL Server 2008
15 5 (9.62%) Performance Tuning
15 5 (9.62%) T-SQL
15 5 (9.62%) ERP
15 5 (9.62%) SAP FI

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 (5.77%) Confluence
2 2 (3.85%) SharePoint
Applications
1 12 (23.08%) MS Excel
2 1 (1.92%) MS Office
2 1 (1.92%) MS PowerPoint
Business Applications
1 5 (9.62%) SAP FI
2 4 (7.69%) Dynamics CRM
2 4 (7.69%) Oracle ERP
2 4 (7.69%) SAP HR
3 2 (3.85%) SAP APO
4 1 (1.92%) SAP MDM
4 1 (1.92%) SAP PP
Database & Business Intelligence
1 11 (21.15%) SQL Server
2 10 (19.23%) SAP Data Services
3 5 (9.62%) SQL Server 2008
4 4 (7.69%) Data Warehouse
5 3 (5.77%) PostgreSQL
6 2 (3.85%) SQL Server 2012
6 2 (3.85%) SQL Server Integration Services
6 2 (3.85%) SQL Server Reporting Services
7 1 (1.92%) DataStage
7 1 (1.92%) IBM InfoSphere
7 1 (1.92%) MS Access
Development Applications
1 10 (19.23%) LSMW
2 3 (5.77%) JIRA
2 3 (5.77%) Talend Open Studio
General
1 4 (7.69%) Finance
2 3 (5.77%) Marketing
2 3 (5.77%) Retail
3 2 (3.85%) Legal
3 2 (3.85%) Manufacturing
3 2 (3.85%) Pharmaceutical
4 1 (1.92%) Advertising
4 1 (1.92%) Banking
4 1 (1.92%) Corporate Banking
Job Titles
1 28 (53.85%) Analyst
2 18 (34.62%) Data Analyst
3 11 (21.15%) Consultant
4 10 (19.23%) SAP Consultant
5 9 (17.31%) Data Consultant
5 9 (17.31%) SAP Data Consultant
6 8 (15.38%) Migration Analyst
7 6 (11.54%) Data Migration Analyst
7 6 (11.54%) Data Migration Consultant
7 6 (11.54%) Migration Consultant
7 6 (11.54%) SAP Data Migration Consultant
7 6 (11.54%) SAP Migration Consultant
8 5 (9.62%) Business Analyst
8 5 (9.62%) Developer
8 5 (9.62%) ETL Developer
9 4 (7.69%) Administrator
9 4 (7.69%) Data Cleanser
9 4 (7.69%) SQL Analyst
10 3 (5.77%) Infrastructure Analyst
10 3 (5.77%) Infrastructure Business Analyst
Libraries, Frameworks & Software Standards
1 5 (9.62%) BAPI
Miscellaneous
1 22 (42.31%) Data Extraction
2 9 (17.31%) Data Conversion
3 7 (13.46%) Analytical Skills
4 3 (5.77%) Data Structures
4 3 (5.77%) Management Information System
5 2 (3.85%) AS400
5 2 (3.85%) Reference Data
6 1 (1.92%) Data Integration
Processes & Methodologies
1 36 (69.23%) Migration
2 28 (53.85%) Data Migration
3 20 (38.46%) Validation
4 19 (36.54%) Data Analysis
5 18 (34.62%) ETL
6 11 (21.15%) Stakeholder Management
7 9 (17.31%) Data Validation
8 8 (15.38%) Data Mapping
9 7 (13.46%) CRM
10 5 (9.62%) Data Management
10 5 (9.62%) ERP
10 5 (9.62%) Performance Tuning
10 5 (9.62%) Smoke Testing
11 4 (7.69%) User Acceptance Testing
12 3 (5.77%) Change Control
12 3 (5.77%) Data Modelling
12 3 (5.77%) Data Transformation
12 3 (5.77%) Master Data Management
12 3 (5.77%) Open Source
12 3 (5.77%) Stakeholder Engagement
Programming Languages
1 20 (38.46%) SQL
2 5 (9.62%) T-SQL
3 4 (7.69%) VBA
4 3 (5.77%) PL/SQL
5 1 (1.92%) C
Qualifications
1 5 (9.62%) SC Cleared
1 5 (9.62%) Security Cleared
2 2 (3.85%) Degree
Quality Assurance & Compliance
1 23 (44.23%) Data Quality
2 4 (7.69%) GxP
2 4 (7.69%) Sarbanes-Oxley
Vendors
1 21 (40.38%) SAP
2 7 (13.46%) Oracle
3 3 (5.77%) Microsoft
3 3 (5.77%) Salesforce.com
3 3 (5.77%) Talend
4 2 (3.85%) JD Edwards
5 1 (1.92%) IFS
5 1 (1.92%) Infor
5 1 (1.92%) Informatica