Period
to 14 December 2017

The following table provides summary statistics for contract job vacancies advertised in the North East 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 14 December 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)
England > North East
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 98 158 -
Rank change year-on-year +60 - -
Contract jobs citing Data Cleansing 5 2 0
As % of all contract IT jobs advertised in the North East 0.40% 0.077% -
As % of the Processes & Methodologies category 0.48% 0.091% -
Number of daily rates quoted 5 2 0
North East median daily rate £300 £463 -
Median daily rate % change year-on-year -35.14% - -
England median daily rate £438 £437 £400
% change year-on-year +0.11% +9.25% -
Number of hourly rates quoted 0 0 0
North East median hourly rate - - -
England median hourly rate £23.75 £20.00 £16.00
% change year-on-year +18.75% +25.00% -4.48%

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 the North East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Contract vacancies with a requirement for process or methodology skills 1048 2197 1723
As % of all contract IT jobs advertised in the North East 84.86% 84.79% 84.21%
Number of daily rates quoted 710 1518 1108
North East median daily rate £375 £360 £413
Median daily rate % change year-on-year +4.17% -12.73% +10.00%
10th Percentile £250 £243 £257
90th Percentile £550 £527 £600
England median daily rate £450 £430 £425
% change year-on-year +4.65% +1.18% +6.25%
Number of hourly rates quoted 38 87 69
North East median hourly rate £20.25 £27.00 £17.00
Median hourly rate % change year-on-year -25.00% +58.82% -16.05%
10th Percentile £9.78 £11.03 £9.90
90th Percentile £50.00 £36.00 £38.60
England median hourly rate £25.00 £24.41 £22.06
% change year-on-year +2.42% +10.67% +16.09%

Data Cleansing
Job Vacancy Trend in the North East

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for Data Cleansing in the North East

Data Cleansing
Contractor Daily Rate Trend in the North East

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

Contractor daily rate trend for Data Cleansing in the North East

Data Cleansing
Contract Job Locations in the North East

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 North East region over the 6 months to 14 December 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
Tyne and Wear - 4 £300 - 1
Durham - 1 £300 -
Data Cleansing
England

For the 6 months to 14 December 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 North East region with a requirement for Data Cleansing.

1 5 (100.00%) Data Quality
2 4 (80.00%) Big Data
2 4 (80.00%) Master Data Management
2 4 (80.00%) Data Management
2 4 (80.00%) Data Analysis
2 4 (80.00%) Statistics
2 4 (80.00%) Data Architecture
2 4 (80.00%) Digital Transformation Programme
2 4 (80.00%) JavaScript
2 4 (80.00%) SQL
2 4 (80.00%) XML
2 4 (80.00%) SharePoint
2 4 (80.00%) MS Visio
2 4 (80.00%) Data Modelling
2 4 (80.00%) Data Mining
2 4 (80.00%) ETL
2 4 (80.00%) Business Intelligence
2 4 (80.00%) BusinessObjects
2 4 (80.00%) Quality Management
2 4 (80.00%) Migration
3 2 (40.00%) Slack
3 2 (40.00%) Geospatial Data
3 2 (40.00%) Trello
4 1 (20.00%) Dashboard Development
4 1 (20.00%) Dynamics NAV
4 1 (20.00%) Dynamics CRM
4 1 (20.00%) IT Strategy
4 1 (20.00%) Systems Management Server (SMS)
4 1 (20.00%) Microsoft
4 1 (20.00%) CRM

Data Cleansing
Co-occurring IT Skills in the North East 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 (80.00%) SharePoint
Applications
1 4 (80.00%) MS Visio
Business Applications
1 1 (20.00%) Dynamics CRM
1 1 (20.00%) Dynamics NAV
Cloud Services
1 2 (40.00%) Slack
1 2 (40.00%) Trello
Database & Business Intelligence
1 4 (80.00%) Big Data
1 4 (80.00%) BusinessObjects
1 4 (80.00%) Data Mining
2 2 (40.00%) Geospatial Data
Job Titles
1 4 (80.00%) Analyst
1 4 (80.00%) Data Analyst
2 2 (40.00%) Technical Analyst
3 1 (20.00%) Consultant
3 1 (20.00%) Dynamics NAV Consultant
Libraries, Frameworks & Software Standards
1 4 (80.00%) XML
Processes & Methodologies
1 4 (80.00%) Business Intelligence
1 4 (80.00%) Data Analysis
1 4 (80.00%) Data Architecture
1 4 (80.00%) Data Management
1 4 (80.00%) Data Modelling
1 4 (80.00%) Digital Transformation Programme
1 4 (80.00%) ETL
1 4 (80.00%) Master Data Management
1 4 (80.00%) Migration
1 4 (80.00%) Quality Management
1 4 (80.00%) Statistics
2 1 (20.00%) CRM
2 1 (20.00%) Dashboard Development
2 1 (20.00%) IT Strategy
Programming Languages
1 4 (80.00%) JavaScript
1 4 (80.00%) SQL
Quality Assurance & Compliance
1 5 (100.00%) Data Quality
Systems Management
1 1 (20.00%) Systems Management Server (SMS)
Vendors
1 1 (20.00%) Microsoft