The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 4 May 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
4 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 133 135 129
Rank change year-on-year
+2 -6
Contract jobs citing Data Cleansing 9 5 4
As % of all contract IT jobs located in Yorkshire 0.31% 0.17% 0.16%
As % of the Processes & Methodologies category 0.38% 0.21% 0.21%
Number of daily rates quoted 5 1 3
Median daily rate £400 £283 £180
Median daily rate % change year-on-year
+41.59% +56.94%
UK excluding London median daily rate £420 £375 £390
% change year-on-year
+12.00% -3.84%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.00 £33.67 £17.25
% change year-on-year
-52.47% +95.15%
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 Yorkshire region.

Processes & Methodologies Category
Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
2368 2398 1915
As % of all contract IT jobs located in Yorkshire 82.11% 82.78% 76.08%
Number of daily rates quoted 1656 1575 1259
Median daily rate £425 £373 £338
Median daily rate % change year-on-year
+14.09% +10.37%
90% offered a daily rate of more than £313 £253 £223
10% offered a daily rate of more than £588 £475 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 52 60 48
Median hourly rate £14.50 £17.50 £25.00
Median hourly rate % change year-on-year
-17.14% -30.00%
90% offered a hourly rate of more than £10.02 £9.15 £10.00
10% offered a hourly rate of more than £37.25 £35.00 £45.00
UK excluding London median hourly rate £36.00 £30.50 £31.00
% change year-on-year
+18.03% -1.61%

Data Cleansing
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the Yorkshire 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 Yorkshire

Data Cleansing
Daily Rate Trend in Yorkshire

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

Data Cleansing Daily Rate Trend in Yorkshire

Data Cleansing
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the Yorkshire region over the 3 months to 4 May 2016.

Data Cleansing Daily Rate Histogram in Yorkshire

Data Cleansing
Hourly Rate Trend in Yorkshire

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

Data Cleansing Hourly Rate Trend in Yorkshire

Data Cleansing
Contract Job Locations in Yorkshire

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 Yorkshire region over the 3 months to 4 May 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
West Yorkshire +11 9 £400 - 1
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in Yorkshire

For the 6 months to 4 May 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 Yorkshire region with a requirement for Data Cleansing.

1 14 (73.68%) Data Analysis
2 12 (63.16%) Migration
3 11 (57.89%) Data Modelling
3 11 (57.89%) Data Migration
4 10 (52.63%) Data Quality
4 10 (52.63%) Data Mapping
5 9 (47.37%) SQL
6 8 (42.11%) Oracle
6 8 (42.11%) SQL Server
6 8 (42.11%) Finance
7 7 (36.84%) MS Excel
7 7 (36.84%) MS PowerPoint
8 6 (31.58%) Validation
8 6 (31.58%) Logical Data Model
8 6 (31.58%) Physical Data Model
9 5 (26.32%) QA
10 4 (21.05%) Data Validation
10 4 (21.05%) Maximo
10 4 (21.05%) C
10 4 (21.05%) MS Visio
10 4 (21.05%) Business Intelligence
10 4 (21.05%) IBM
10 4 (21.05%) TACACS
11 3 (15.79%) PRINCE2
11 3 (15.79%) Oracle Reports
11 3 (15.79%) Stakeholder Management
11 3 (15.79%) Test Scripting
11 3 (15.79%) Data Management
11 3 (15.79%) PRINCE2 Practitioner
12 2 (10.53%) Project Governance

Data Cleansing
Top Related IT Skills in Yorkshire 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:

Applications
1 7 (36.84%) MS Excel
1 7 (36.84%) MS PowerPoint
2 4 (21.05%) MS Visio
Business Applications
1 4 (21.05%) Maximo
2 1 (5.26%) SAP IS-U
Communications & Networking
1 4 (21.05%) TACACS
Database & Business Intelligence
1 8 (42.11%) SQL Server
2 3 (15.79%) Oracle Reports
3 1 (5.26%) Data Warehouse
3 1 (5.26%) MS Access
3 1 (5.26%) Relational Database
3 1 (5.26%) SQL Server 2012
3 1 (5.26%) SQL Server 2014
3 1 (5.26%) SQL Server Analysis Services
3 1 (5.26%) SQL Server Integration Services
General
1 8 (42.11%) Finance
2 1 (5.26%) Back Office
Job Titles
1 6 (31.58%) Analyst
1 6 (31.58%) Data Analyst
2 5 (26.32%) Consultant
3 3 (15.79%) Data Manager
3 3 (15.79%) Developer
3 3 (15.79%) Maximo Consultant
3 3 (15.79%) Project Manager
4 2 (10.53%) Architect
4 2 (10.53%) Data Architect
4 2 (10.53%) Oracle Analyst
4 2 (10.53%) SQL Analyst
4 2 (10.53%) SQL Data Analyst
4 2 (10.53%) TM1 Consultant
4 2 (10.53%) TM1 Developer
5 1 (5.26%) Enterprise Architect
5 1 (5.26%) SQL BI Developer
5 1 (5.26%) SQL Developer
5 1 (5.26%) Support Engineer
5 1 (5.26%) Test Analyst
5 1 (5.26%) Test Data Analyst
Miscellaneous
1 1 (5.26%) Data Extraction
1 1 (5.26%) Data Structures
1 1 (5.26%) Smart Meter
Processes & Methodologies
1 14 (73.68%) Data Analysis
2 12 (63.16%) Migration
3 11 (57.89%) Data Migration
3 11 (57.89%) Data Modelling
4 10 (52.63%) Data Mapping
5 6 (31.58%) Logical Data Model
5 6 (31.58%) Physical Data Model
5 6 (31.58%) Validation
6 4 (21.05%) Business Intelligence
6 4 (21.05%) Data Validation
7 3 (15.79%) Data Management
7 3 (15.79%) PRINCE2
7 3 (15.79%) Stakeholder Management
7 3 (15.79%) Test Scripting
8 2 (10.53%) Data Architecture
8 2 (10.53%) ETL
8 2 (10.53%) Performance Management
8 2 (10.53%) Project Governance
9 1 (5.26%) E-Commerce
9 1 (5.26%) Project Management
Programming Languages
1 9 (47.37%) SQL
2 4 (21.05%) C
3 1 (5.26%) T-SQL
Qualifications
1 3 (15.79%) PRINCE2 Practitioner
2 1 (5.26%) Degree
Quality Assurance & Compliance
1 10 (52.63%) Data Quality
2 5 (26.32%) QA
3 1 (5.26%) Disclosure Scotland
Vendors
1 8 (42.11%) Oracle
2 4 (21.05%) IBM
3 1 (5.26%) SAP