The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Northamptonshire 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 35 36 -
Rank change year-on-year
+1 -
Contract jobs citing Data Cleansing 19 3 0
As % of all contract IT jobs located in Northamptonshire 3.51% 0.91% -
As % of the Processes & Methodologies category 4.04% 1.11% -
Number of daily rates quoted 13 3 0
Median daily rate £250 £413 -
Median daily rate % change year-on-year
-39.39% -
UK excluding London median daily rate £425 £400 £356
% change year-on-year
+6.25% +12.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.72 £11.31 £10.50
% change year-on-year
+74.43% +7.66%
Data Cleansing
East Midlands

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Northamptonshire region.

Processes & Methodologies Category
Northamptonshire
Contract IT job ads with a match in the
Processes & Methodologies category
470 270 304
As % of all contract IT jobs located in Northamptonshire 86.88% 82.32% 75.06%
Number of daily rates quoted 320 194 184
Median daily rate £420 £425 £450
Median daily rate % change year-on-year
-1.17% -5.55%
90% offered a daily rate of more than £263 £275 £300
10% offered a daily rate of more than £570 £575 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 15 5 13
Median hourly rate £14.00 £9.75 £15.00
Median hourly rate % change year-on-year
+43.58% -35.00%
90% offered a hourly rate of more than £11.00 £9.35 £13.00
10% offered a hourly rate of more than £30.50 £15.10 £19.10
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 Northamptonshire

The demand trend of contract jobs across the Northamptonshire 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 Northamptonshire

Data Cleansing
Daily Rate Trend in Northamptonshire

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

Data Cleansing Daily Rate Trend in Northamptonshire

Data Cleansing
Daily Rate Histogram in Northamptonshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the Northamptonshire region over the 3 months to 6 December 2016.

Data Cleansing Daily Rate Histogram in Northamptonshire

Data Cleansing
Contract Job Locations in Northamptonshire

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 Northamptonshire 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
Northampton - 4 £388 -
Data Cleansing
East Midlands

Data Cleansing
Top 30 Related IT Skills in Northamptonshire

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 Northamptonshire region with a requirement for Data Cleansing.

1 30 (93.75%) Migration
2 28 (87.50%) Oracle
3 19 (59.38%) Finance
3 19 (59.38%) ETL
4 17 (53.13%) Data Migration
5 16 (50.00%) Oracle EBS R12
6 13 (40.63%) Oracle EBS
7 12 (37.50%) SQL
7 12 (37.50%) MS PowerPoint
8 11 (34.38%) SQL Server Integration Services
9 7 (21.88%) Data Extraction
9 7 (21.88%) Validation
10 5 (15.63%) SQL Server
11 4 (12.50%) Data Modelling
11 4 (12.50%) Logical Data Model
11 4 (12.50%) Physical Data Model
11 4 (12.50%) Data Quality
11 4 (12.50%) Data Transformation
11 4 (12.50%) Data Reconciliation
12 3 (9.38%) Oracle Payables
12 3 (9.38%) Procure-to-Pay
12 3 (9.38%) Oracle Procure-to-Pay
12 3 (9.38%) Oracle Receivables
12 3 (9.38%) Oracle Cash Management
12 3 (9.38%) Oracle Assets
12 3 (9.38%) Oracle General Ledger
12 3 (9.38%) Oracle Financials
13 2 (6.25%) Agile Software Development
13 2 (6.25%) Credit Risk
13 2 (6.25%) Data Mapping

Data Cleansing
Top Related IT Skills in Northamptonshire 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 12 (37.50%) MS PowerPoint
Business Applications
1 16 (50.00%) Oracle EBS R12
2 13 (40.63%) Oracle EBS
3 3 (9.38%) Oracle Assets
3 3 (9.38%) Oracle Cash Management
3 3 (9.38%) Oracle Financials
3 3 (9.38%) Oracle General Ledger
3 3 (9.38%) Oracle Payables
3 3 (9.38%) Oracle Procure-to-Pay
3 3 (9.38%) Oracle Receivables
Cloud Services
1 2 (6.25%) SaaS
Database & Business Intelligence
1 11 (34.38%) SQL Server Integration Services
2 5 (15.63%) SQL Server
General
1 19 (59.38%) Finance
Job Titles
1 29 (90.63%) Analyst
2 26 (81.25%) Data Analyst
3 13 (40.63%) Business Data Analyst
4 11 (34.38%) Financial Analyst
5 8 (25.00%) Oracle Analyst
6 6 (18.75%) Graduate
6 6 (18.75%) Graduate Analyst
6 6 (18.75%) Graduate Data Analyst
7 5 (15.63%) Junior
7 5 (15.63%) Junior Analyst
7 5 (15.63%) Junior Data Analyst
8 2 (6.25%) Consultant
9 1 (3.13%) Business Consultant
9 1 (3.13%) Business Process Consultant
9 1 (3.13%) Data Consultant
9 1 (3.13%) Data Migration Analyst
9 1 (3.13%) E-Business Analyst
9 1 (3.13%) Implementation Analyst
9 1 (3.13%) Oracle Consultant
9 1 (3.13%) Process Consultant
Miscellaneous
1 7 (21.88%) Data Extraction
2 2 (6.25%) Credit Risk
Processes & Methodologies
1 30 (93.75%) Migration
2 19 (59.38%) ETL
3 17 (53.13%) Data Migration
4 7 (21.88%) Validation
5 4 (12.50%) Data Modelling
5 4 (12.50%) Data Reconciliation
5 4 (12.50%) Data Transformation
5 4 (12.50%) Logical Data Model
5 4 (12.50%) Physical Data Model
6 3 (9.38%) Procure-to-Pay
7 2 (6.25%) Agile Software Development
7 2 (6.25%) Change Control
7 2 (6.25%) Data Mapping
8 1 (3.13%) Business Analysis
8 1 (3.13%) Data Analysis
8 1 (3.13%) Time Management
Programming Languages
1 12 (37.50%) SQL
Quality Assurance & Compliance
1 4 (12.50%) Data Quality
Vendors
1 28 (87.50%) Oracle