The following table provides summary statistics for contract job vacancies advertised in Northamptonshire with a requirement for Data Cleansing skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Cleansing over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Cleansing (Data Cleaning, Data Scrubbing)
East Midlands / Northamptonshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 35 - 39
Rank change year-on-year - 0  
Contract jobs citing Data Cleansing 8 0 4
As % of all contract IT jobs advertised in Northamptonshire 2.19% - 1.10%
As % of the Processes & Methodologies category 2.56% - 1.44%
Number of daily rates quoted 4 0 4
Median daily rate £450 - £450
UK excluding London median daily rate £408 £400 £350
% change year-on-year +1.87% +14.28%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £18.00 £15.25 £33.00
% change year-on-year +18.03% -53.78%  

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Northamptonshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Northamptonshire
Contract job vacancies with a requirement for process and methodology skills 313 341 277
As % of all contract IT job vacancies advertised in Northamptonshire 85.52% 87.89% 76.52%
Number of daily rates quoted 206 249 195
Median daily rate £425 £450 £425
Median daily rate % change year-on-year -5.55% +5.88%  
90% offered a daily rate of more than £250 £325 £275
10% offered a daily rate of more than £525 £550 £550
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 5 3 5
Median hourly rate £11.75 £18.75 £19.00
Median hourly rate % change year-on-year -37.33% -1.31%  
90% offered a hourly rate of more than £9.50 £11.50 £16.83
10% offered a hourly rate of more than £65.95 £32.50 £22.50
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Cleansing
Job Vacancy Trend in Northamptonshire

The job posting trend of jobs advertised in Northamptonshire citing Data Cleansing as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing in Northamptonshire

Data Cleansing
Contractor Daily Rate Trend in Northamptonshire

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

Contractor daily rate trend for Data Cleansing 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 23 June 2017. 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 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 - 2 £463 -
Data Cleansing
East Midlands

For the 6 months to 23 June 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 11 (100.00%) Oracle
2 10 (90.91%) Oracle EBS
3 9 (81.82%) Migration
3 9 (81.82%) Data Migration
4 8 (72.73%) Finance
5 5 (45.45%) SQL Server
5 5 (45.45%) Data Modelling
5 5 (45.45%) ETL
5 5 (45.45%) Oracle EBS R12
5 5 (45.45%) Logical Data Model
5 5 (45.45%) Physical Data Model
6 4 (36.36%) Data Reconciliation
6 4 (36.36%) Validation
7 3 (27.27%) Oracle Financials
7 3 (27.27%) Microsoft Excel
7 3 (27.27%) Microsoft PowerPoint
7 3 (27.27%) Data Quality
7 3 (27.27%) Data Transformation
7 3 (27.27%) Data Extraction
8 1 (9.09%) Programme Governance
8 1 (9.09%) PMO
8 1 (9.09%) Greenfield Project
8 1 (9.09%) Data Structures
8 1 (9.09%) Change Management
8 1 (9.09%) Oracle Reports
8 1 (9.09%) Business Intelligence
8 1 (9.09%) Hyperion
8 1 (9.09%) User Acceptance Testing
8 1 (9.09%) Oracle BI EE
8 1 (9.09%) Facilities Management

Data Cleansing
Co-occurring 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 3 (27.27%) Microsoft Excel
1 3 (27.27%) Microsoft PowerPoint
Business Applications
1 10 (90.91%) Oracle EBS
2 5 (45.45%) Oracle EBS R12
3 3 (27.27%) Oracle Financials
Database & Business Intelligence
1 5 (45.45%) SQL Server
2 1 (9.09%) Oracle BI EE
2 1 (9.09%) Oracle Reports
General
1 8 (72.73%) Finance
Job Titles
1 8 (72.73%) Analyst
2 5 (45.45%) Data Analyst
2 5 (45.45%) Oracle Analyst
3 2 (18.18%) Consultant
3 2 (18.18%) Data Migration Analyst
3 2 (18.18%) Financial Analyst
3 2 (18.18%) Migration Analyst
3 2 (18.18%) Migration Consultant
3 2 (18.18%) Oracle Consultant
4 1 (9.09%) Business Data Analyst
4 1 (9.09%) Business Intelligence Analyst
4 1 (9.09%) Data Consultant
4 1 (9.09%) Data Migration Consultant
4 1 (9.09%) E-Business Analyst
4 1 (9.09%) Oracle Data Migration Consultant
4 1 (9.09%) Oracle Financials Analyst
4 1 (9.09%) Report Analyst
Miscellaneous
1 1 (9.09%) Data Structures
1 1 (9.09%) Greenfield Project
Processes & Methodologies
1 9 (81.82%) Data Migration
1 9 (81.82%) Migration
2 5 (45.45%) Data Modelling
2 5 (45.45%) ETL
2 5 (45.45%) Logical Data Model
2 5 (45.45%) Physical Data Model
3 4 (36.36%) Data Reconciliation
3 4 (36.36%) Validation
4 3 (27.27%) Data Extraction
4 3 (27.27%) Data Transformation
5 1 (9.09%) Business Intelligence
5 1 (9.09%) Change Management
5 1 (9.09%) Facilities Management
5 1 (9.09%) Programme Governance
5 1 (9.09%) User Acceptance Testing
Quality Assurance & Compliance
1 3 (27.27%) Data Quality
2 1 (9.09%) PMO
Vendors
1 11 (100.00%) Oracle
2 1 (9.09%) Hyperion