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 23 February 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
23 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
East Midlands / Northamptonshire
Rank - 37 -
Contract jobs citing Data Cleansing 0 1 0
As % of all contract IT jobs located in Northamptonshire - 0.31% -
As % of the Processes & Methodologies category - 0.36% -
Number of daily rates quoted 0 0 0
Median daily rate - - -
UK excluding London median daily rate £363 £400 £370
% change year-on-year
-9.37% +8.10%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £13.50 -

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
317 277 365
As % of all contract IT jobs located in Northamptonshire 79.45% 85.49% 80.93%
Number of daily rates quoted 198 215 235
Median daily rate £403 £400 £400
Median daily rate % change year-on-year
+0.62% -
90% offered a daily rate of more than £200 £275 £293
10% offered a daily rate of more than £550 £532 £525
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 8 5 12
Median hourly rate £14.50 £10.50 £16.75
Median hourly rate % change year-on-year
+38.09% -37.31%
90% offered a hourly rate of more than £12.75 £9.50 £10.10
10% offered a hourly rate of more than £22.80 £13.00 £19.00
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

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
Top 18 Related IT Skills in Northamptonshire

For the 6 months to 23 February 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 Northamptonshire region with a requirement for Data Cleansing.

1 19 (100.00%) Migration
2 17 (89.47%) Oracle
3 12 (63.16%) MS PowerPoint
3 12 (63.16%) SQL
3 12 (63.16%) ETL
4 11 (57.89%) SQL Server Integration Services
5 9 (47.37%) Data Migration
6 8 (42.11%) Finance
7 6 (31.58%) Oracle EBS
8 5 (26.32%) Oracle EBS R12
9 4 (21.05%) Data Reconciliation
10 3 (15.79%) Data Extraction
10 3 (15.79%) Validation
11 2 (10.53%) Data Mapping
12 1 (5.26%) Business Analysis
12 1 (5.26%) Time Management
12 1 (5.26%) Data Analysis
12 1 (5.26%) SQL Server

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 (63.16%) MS PowerPoint
Business Applications
1 6 (31.58%) Oracle EBS
2 5 (26.32%) Oracle EBS R12
Database & Business Intelligence
1 11 (57.89%) SQL Server Integration Services
2 1 (5.26%) SQL Server
General
1 8 (42.11%) Finance
Job Titles
1 18 (94.74%) Analyst
2 15 (78.95%) Data Analyst
3 13 (68.42%) Business Data Analyst
4 6 (31.58%) Graduate
4 6 (31.58%) Graduate Analyst
4 6 (31.58%) Graduate Data Analyst
5 5 (26.32%) Junior
5 5 (26.32%) Junior Analyst
5 5 (26.32%) Junior Data Analyst
6 2 (10.53%) Oracle Analyst
7 1 (5.26%) Consultant
7 1 (5.26%) Data Consultant
7 1 (5.26%) Data Migration Analyst
7 1 (5.26%) Data Migration Consultant
7 1 (5.26%) E-Business Analyst
7 1 (5.26%) Implementation Analyst
7 1 (5.26%) Migration Analyst
7 1 (5.26%) Migration Consultant
7 1 (5.26%) Oracle Consultant
7 1 (5.26%) Oracle Data Migration Consultant
Processes & Methodologies
1 19 (100.00%) Migration
2 12 (63.16%) ETL
3 9 (47.37%) Data Migration
4 4 (21.05%) Data Reconciliation
5 3 (15.79%) Data Extraction
5 3 (15.79%) Validation
6 2 (10.53%) Data Mapping
7 1 (5.26%) Business Analysis
7 1 (5.26%) Data Analysis
7 1 (5.26%) Time Management
Programming Languages
1 12 (63.16%) SQL
Vendors
1 17 (89.47%) Oracle