Period
to 22 November 2017

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 6 months to 22 November 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
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 61 44 57
Rank change year-on-year -17 +13 -
Contract jobs citing Data Cleansing 5 32 6
As % of all contract IT jobs advertised in Northamptonshire 0.73% 3.44% 0.78%
As % of the Processes & Methodologies category 0.87% 3.95% 0.97%
Number of daily rates quoted 4 20 7
Northamptonshire median daily rate £400 £263 £425
Median daily rate % change year-on-year +52.38% -38.24% -
10th Percentile £325 £225 £380
90th Percentile £521 £450 £480
East Midlands median daily rate £425 £375 £438
% change year-on-year +13.33% -14.29% -10.26%
Number of hourly rates quoted 0 0 0
Northamptonshire median hourly rate - - -
East Midlands median hourly rate £17.50 - -

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

All Process and Methodology Skills
Northamptonshire
Contract vacancies with a requirement for process or methodology skills 577 810 618
As % of all contract IT jobs advertised in Northamptonshire 83.87% 87.10% 80.68%
Number of daily rates quoted 363 592 436
Northamptonshire median daily rate £400 £420 £425
Median daily rate % change year-on-year -4.76% -1.18% -
10th Percentile £220 £281 £263
90th Percentile £550 £575 £575
East Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% -
Number of hourly rates quoted 8 15 12
Northamptonshire median hourly rate £11.79 £11.75 £18.52
Median hourly rate % change year-on-year +0.36% -36.56% +23.47%
East Midlands median hourly rate £15.50 £14.00 £16.20
% change year-on-year +10.71% -13.58% +1.25%

Data Cleansing
Job Vacancy Trend in Northamptonshire

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Northamptonshire.

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
Contractor Daily Rate Histogram in Northamptonshire

The daily rate distribution of IT jobs citing Data Cleansing in Northamptonshire over the 6 months to 22 November 2017.

Contractor daily rate histogram 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northampton +1 2 £445 +14.84%
Data Cleansing
East Midlands

For the 6 months to 22 November 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 3 (60.00%) Migration
1 3 (60.00%) Oracle
2 2 (40.00%) Cognos
2 2 (40.00%) Oracle EBS
2 2 (40.00%) Use Case
2 2 (40.00%) User Acceptance Testing
2 2 (40.00%) Test Scripting
2 2 (40.00%) Cognos TM1
2 2 (40.00%) Data Flow Diagram
3 1 (20.00%) Programme Governance
3 1 (20.00%) PMO
3 1 (20.00%) Data Structures
3 1 (20.00%) Logical Data Model
3 1 (20.00%) Physical Data Model
3 1 (20.00%) Systems Analysis
3 1 (20.00%) SQL Server Integration Services
3 1 (20.00%) Facilities Management
3 1 (20.00%) Oracle BI EE
3 1 (20.00%) Data Migration
3 1 (20.00%) Data Extraction
3 1 (20.00%) Data Quality
3 1 (20.00%) Data Transformation
3 1 (20.00%) Finance
3 1 (20.00%) Validation
3 1 (20.00%) Oracle Payroll
3 1 (20.00%) Data Warehouse
3 1 (20.00%) Data Modelling
3 1 (20.00%) ETL
3 1 (20.00%) Business Intelligence
3 1 (20.00%) Hyperion

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:

Business Applications
1 2 (40.00%) Cognos TM1
1 2 (40.00%) Oracle EBS
2 1 (20.00%) Oracle Payroll
Database & Business Intelligence
1 1 (20.00%) Data Warehouse
1 1 (20.00%) Oracle BI EE
1 1 (20.00%) Oracle Reports
1 1 (20.00%) SQL Server
1 1 (20.00%) SQL Server Integration Services
General
1 1 (20.00%) Finance
Job Titles
1 4 (80.00%) Analyst
2 2 (40.00%) Test Analyst
2 2 (40.00%) TM1 Analyst
3 1 (20.00%) Business Intelligence Analyst
3 1 (20.00%) Consultant
3 1 (20.00%) Data Analyst
3 1 (20.00%) Functional Consultant
3 1 (20.00%) HR Consultant
3 1 (20.00%) Payroll Consultant
3 1 (20.00%) Report Analyst
Miscellaneous
1 1 (20.00%) Data Structures
Processes & Methodologies
1 3 (60.00%) Migration
2 2 (40.00%) Data Flow Diagram
2 2 (40.00%) Test Scripting
2 2 (40.00%) Use Case
2 2 (40.00%) User Acceptance Testing
3 1 (20.00%) Business Intelligence
3 1 (20.00%) Data Extraction
3 1 (20.00%) Data Migration
3 1 (20.00%) Data Modelling
3 1 (20.00%) Data Transformation
3 1 (20.00%) ETL
3 1 (20.00%) Facilities Management
3 1 (20.00%) Logical Data Model
3 1 (20.00%) Physical Data Model
3 1 (20.00%) Programme Governance
3 1 (20.00%) Systems Analysis
3 1 (20.00%) Validation
Programming Languages
1 1 (20.00%) SQL
1 1 (20.00%) T-SQL
Quality Assurance & Compliance
1 1 (20.00%) Data Quality
1 1 (20.00%) PMO
Vendors
1 3 (60.00%) Oracle
2 2 (40.00%) Cognos
3 1 (20.00%) Hyperion