Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Hampshire 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 23 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)
South East > Hampshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 145 170 183
Rank change year-on-year +25 +13 -15
Contract jobs citing Data Cleansing 13 2 3
As % of all contract IT jobs advertised in Hampshire 0.37% 0.051% 0.068%
As % of the Processes & Methodologies category 0.46% 0.064% 0.082%
Number of daily rates quoted 7 0 1
Hampshire median daily rate £425 - £350
South East median daily rate £425 £395 £388
% change year-on-year +7.59% +1.94% +10.71%
Number of hourly rates quoted 0 0 2
Hampshire median hourly rate - - £14.33
South East median hourly rate £54.00 £14.50 £11.31
% change year-on-year +272.41% +28.26% -35.40%

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 Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Contract vacancies with a requirement for process or methodology skills 2835 3131 3659
As % of all contract IT jobs advertised in Hampshire 79.70% 80.30% 82.86%
Number of daily rates quoted 1677 2010 2254
Hampshire median daily rate £400 £400 £380
Median daily rate % change year-on-year - +5.26% +5.56%
10th Percentile £239 £250 £263
90th Percentile £538 £550 £513
South East median daily rate £425 £400 £395
% change year-on-year +6.25% +1.27% +5.33%
Number of hourly rates quoted 107 164 193
Hampshire median hourly rate £40.00 £38.75 £27.50
Median hourly rate % change year-on-year +3.23% +40.91% +18.92%
10th Percentile £12.24 £12.50 £12.50
90th Percentile £48.98 £56.75 £48.65
South East median hourly rate £23.00 £26.75 £26.60
% change year-on-year -14.02% +0.56% +52.00%

Data Cleansing
Job Vacancy Trend in Hampshire

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

Job vacancy trend for Data Cleansing in Hampshire

Data Cleansing
Contractor Daily Rate Trend in Hampshire

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

Contractor daily rate trend for Data Cleansing in Hampshire

Data Cleansing
Contractor Daily Rate Histogram in Hampshire

The daily rate distribution of IT jobs citing Data Cleansing in Hampshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Cleansing in Hampshire

Data Cleansing
Contractor Hourly Rate Trend in Hampshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Cleansing in Hampshire.

Contractor hourly rate trend for Data Cleansing in Hampshire

Data Cleansing
Contract Job Locations in Hampshire

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 Hampshire region over the 6 months to 23 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
Hook - 6 £349 -
Fareham - 4 £475 - 1
Southampton +6 1 - - 1
Winchester - 1 £425 -
Portsmouth - 1 - - 1
Data Cleansing
South East

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

1 7 (53.85%) Migration
2 4 (30.77%) Data Analysis
2 4 (30.77%) SharePoint
2 4 (30.77%) Statistics
2 4 (30.77%) Degree
2 4 (30.77%) Mathematics
2 4 (30.77%) SC Cleared
2 4 (30.77%) Security Cleared
2 4 (30.77%) R
2 4 (30.77%) Analytical Skills
3 3 (23.08%) Pandas
3 3 (23.08%) Unity (Game Engine)
3 3 (23.08%) Unreal Engine
3 3 (23.08%) Jupyter
3 3 (23.08%) Predictive Analysis
3 3 (23.08%) Sentiment Analysis
3 3 (23.08%) Collaborative Working
3 3 (23.08%) Matplotlib
3 3 (23.08%) Tableau
3 3 (23.08%) Visualisation
3 3 (23.08%) Open Source
3 3 (23.08%) NumPy
3 3 (23.08%) Trend Analysis
3 3 (23.08%) D3.js
3 3 (23.08%) Big Data
3 3 (23.08%) Machine Learning
3 3 (23.08%) Analytics
3 3 (23.08%) Data Migration
3 3 (23.08%) Computer Science
3 3 (23.08%) Quantitative Analysis

Data Cleansing
Co-occurring IT Skills in Hampshire 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:

Application Platforms
1 4 (30.77%) SharePoint
2 3 (23.08%) Jupyter
3 1 (7.69%) SAS
3 1 (7.69%) SharePoint 2010
3 1 (7.69%) SharePoint 2013
Applications
1 1 (7.69%) Stata
Business Applications
1 1 (7.69%) SAP PM
Cloud Services
1 1 (7.69%) Office 365
Database & Business Intelligence
1 3 (23.08%) Big Data
1 3 (23.08%) Data Mining
2 2 (15.38%) Hadoop
2 2 (15.38%) Oracle Database
3 1 (7.69%) MySQL
General
1 3 (23.08%) Finance
1 3 (23.08%) Games
1 3 (23.08%) Telecoms
Job Titles
1 3 (23.08%) Data Scientist
2 2 (15.38%) Analyst
2 2 (15.38%) Consultant
2 2 (15.38%) Data Consultant
2 2 (15.38%) Data Migration Consultant
2 2 (15.38%) Migration Consultant
2 2 (15.38%) Systems Integrator
3 1 (7.69%) Architect
3 1 (7.69%) Data Analyst
3 1 (7.69%) Data Architect
3 1 (7.69%) Data Cleansing Consultant
3 1 (7.69%) Data Engineer
3 1 (7.69%) Data Migration Specialist
3 1 (7.69%) Migration Specialist
3 1 (7.69%) SharePoint Architect
3 1 (7.69%) SharePoint Consultant
3 1 (7.69%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 3 (23.08%) D3.js
1 3 (23.08%) Matplotlib
1 3 (23.08%) NumPy
1 3 (23.08%) Pandas
1 3 (23.08%) Unity (Game Engine)
1 3 (23.08%) Unreal Engine
2 2 (15.38%) Oracle GoldenGate
Miscellaneous
1 4 (30.77%) Analytical Skills
2 3 (23.08%) Computer Science
3 2 (15.38%) User Experience
Processes & Methodologies
1 7 (53.85%) Migration
2 4 (30.77%) Data Analysis
2 4 (30.77%) Mathematics
2 4 (30.77%) Statistics
3 3 (23.08%) Agile Software Development
3 3 (23.08%) Analytics
3 3 (23.08%) Collaborative Working
3 3 (23.08%) Data Management
3 3 (23.08%) Data Migration
3 3 (23.08%) Machine Learning
3 3 (23.08%) Open Source
3 3 (23.08%) Predictive Analysis
3 3 (23.08%) Quantitative Analysis
3 3 (23.08%) Sentiment Analysis
3 3 (23.08%) Software Engineering
3 3 (23.08%) Trend Analysis
3 3 (23.08%) Visualisation
4 2 (15.38%) Data Transformation
4 2 (15.38%) Matrix Organization
4 2 (15.38%) SDLC
Programming Languages
1 4 (30.77%) R
2 3 (23.08%) Python
3 2 (15.38%) SQL
4 1 (7.69%) PowerShell
Qualifications
1 4 (30.77%) Degree
1 4 (30.77%) SC Cleared
1 4 (30.77%) Security Cleared
2 1 (7.69%) Postgraduate
Systems Management
1 2 (15.38%) Data Guard
Vendors
1 3 (23.08%) Tableau
2 2 (15.38%) Oracle
3 1 (7.69%) Microsoft
3 1 (7.69%) SAP