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 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 145 138 116
Rank change year-on-year
-7 -22
Contract jobs citing Data Cleansing 5 8 8
As % of all contract IT jobs located in Yorkshire 0.17% 0.26% 0.34%
As % of the Processes & Methodologies category 0.21% 0.32% 0.44%
Number of daily rates quoted 5 3 3
Median daily rate £450 £300 £340
Median daily rate % change year-on-year
+50.00% -11.76%
90% offered a daily rate of more than £270 £256 £174
10% offered a daily rate of more than £545 £500 £360
UK excluding London median daily rate £389 £340 £325
% change year-on-year
+14.41% +4.61%
Number of hourly rates quoted 0 1 2
Median hourly rate - £15.00 £15.39
Median hourly rate % change year-on-year
- -2.50%
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 Yorkshire region.

Processes & Methodologies Category
Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
2434 2510 1837
As % of all contract IT jobs located in Yorkshire 82.93% 80.45% 77.67%
Number of daily rates quoted 1601 1759 1144
Median daily rate £420 £375 £350
Median daily rate % change year-on-year
+12.00% +7.14%
90% offered a daily rate of more than £300 £275 £225
10% offered a daily rate of more than £550 £525 £485
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 60 72 55
Median hourly rate £14.50 £15.39 £15.39
Median hourly rate % change year-on-year
-5.78% +0.03%
90% offered a hourly rate of more than £12.25 £10.35 £10.23
10% offered a hourly rate of more than £40.00 £39.00 £34.00
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 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 30 August 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 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
West Yorkshire -2 4 £475 +19.49%
South Yorkshire -6 1 £200 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in Yorkshire

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 Yorkshire region with a requirement for Data Cleansing.

1 7 (63.64%) Finance
1 7 (63.64%) Data Analysis
2 6 (54.55%) Migration
2 6 (54.55%) IBM
3 5 (45.45%) Data Modelling
3 5 (45.45%) Data Migration
3 5 (45.45%) Data Mapping
3 5 (45.45%) Business Intelligence
4 4 (36.36%) Banking
4 4 (36.36%) Maximo
4 4 (36.36%) TACACS
4 4 (36.36%) C
5 3 (27.27%) Retail
5 3 (27.27%) Analytical Skills
5 3 (27.27%) Logical Data Model
5 3 (27.27%) Physical Data Model
5 3 (27.27%) Data Architecture
5 3 (27.27%) Data Governance
5 3 (27.27%) Data Quality
5 3 (27.27%) Test Scripting
5 3 (27.27%) Retail Banking
6 2 (18.18%) Information Exploitation
6 2 (18.18%) Analytics
6 2 (18.18%) Data Warehouse
6 2 (18.18%) SQL
6 2 (18.18%) Informatica
7 1 (9.09%) NHS
7 1 (9.09%) ETL
7 1 (9.09%) T-SQL
7 1 (9.09%) Oracle

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:

Business Applications
1 4 (36.36%) Maximo
Communications & Networking
1 4 (36.36%) TACACS
Database & Business Intelligence
1 2 (18.18%) Data Warehouse
2 1 (9.09%) DB2
2 1 (9.09%) SQL Server
2 1 (9.09%) SQL Server 2012
2 1 (9.09%) SQL Server 2014
2 1 (9.09%) SQL Server Analysis Services
2 1 (9.09%) SQL Server Integration Services
General
1 7 (63.64%) Finance
2 4 (36.36%) Banking
3 3 (27.27%) Retail
3 3 (27.27%) Retail Banking
Job Titles
1 5 (45.45%) Consultant
2 4 (36.36%) Analyst
3 3 (27.27%) Data Analyst
3 3 (27.27%) Maximo Consultant
4 2 (18.18%) Banking Analyst
4 2 (18.18%) Developer
5 1 (9.09%) Business Intelligence Developer
5 1 (9.09%) Data Consultant
5 1 (9.09%) Data Migration Consultant
5 1 (9.09%) Data Migration Engineer
5 1 (9.09%) Migration Consultant
5 1 (9.09%) Migration Engineer
5 1 (9.09%) Senior Analyst
5 1 (9.09%) Senior Data Analyst
5 1 (9.09%) SQL BI Developer
5 1 (9.09%) SQL Developer
5 1 (9.09%) Support Engineer
5 1 (9.09%) Systems Analyst
5 1 (9.09%) TM1 Consultant
5 1 (9.09%) TM1 Developer
Miscellaneous
1 3 (27.27%) Analytical Skills
2 1 (9.09%) Management Information System
2 1 (9.09%) NHS
Processes & Methodologies
1 7 (63.64%) Data Analysis
2 6 (54.55%) Migration
3 5 (45.45%) Business Intelligence
3 5 (45.45%) Data Mapping
3 5 (45.45%) Data Migration
3 5 (45.45%) Data Modelling
4 3 (27.27%) Data Architecture
4 3 (27.27%) Data Governance
4 3 (27.27%) Logical Data Model
4 3 (27.27%) Physical Data Model
4 3 (27.27%) Test Scripting
5 2 (18.18%) Analytics
5 2 (18.18%) Information Exploitation
6 1 (9.09%) Data Transformation
6 1 (9.09%) Enterprise Architecture
6 1 (9.09%) ETL
6 1 (9.09%) Information Architecture
6 1 (9.09%) Project Planning
6 1 (9.09%) Root Cause Analysis
6 1 (9.09%) Systems Analysis
Programming Languages
1 4 (36.36%) C
2 2 (18.18%) SQL
3 1 (9.09%) COBOL
3 1 (9.09%) T-SQL
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
Vendors
1 6 (54.55%) IBM
2 2 (18.18%) Informatica
3 1 (9.09%) Oracle