Period
to 20 January 2019

The following table provides summary statistics for contract job vacancies advertised in Newcastle upon Tyne 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 20 January 2019 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)
Tyne and Wear > Newcastle upon Tyne
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 80 81 -
Rank change year-on-year +1 - -
Contract jobs citing Data Cleansing 7 5 0
As % of all contract IT jobs advertised in Newcastle upon Tyne 0.79% 0.56% -
As % of the Processes & Methodologies category 0.91% 0.65% -
Number of daily rates quoted 7 5 0
Newcastle upon Tyne median daily rate £350 £300 -
Median daily rate % change year-on-year +16.67% - -
Tyne and Wear median daily rate £350 £300 -
% change year-on-year +16.67% - -
Number of hourly rates quoted 0 0 0
Newcastle upon Tyne median hourly rate - - -
Tyne and Wear median hourly rate - - -

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 Newcastle upon Tyne with a requirement for process or methodology skills.

All Process and Methodology Skills
Newcastle upon Tyne
Contract vacancies with a requirement for process or methodology skills 771 774 1,703
As % of all contract IT jobs advertised in Newcastle upon Tyne 87.51% 87.26% 89.73%
Number of daily rates quoted 557 565 1,253
Newcastle upon Tyne median daily rate £433 £400 £375
Median daily rate % change year-on-year +8.13% +6.67% -11.76%
10th Percentile £300 £260 £263
90th Percentile £575 £588 £525
Tyne and Wear median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -9.64%
Number of hourly rates quoted 21 22 51
Newcastle upon Tyne median hourly rate £13.50 £26.00 £28.00
Median hourly rate % change year-on-year -48.08% -7.14% +22.54%
10th Percentile £10.13 £10.05 £17.00
90th Percentile £45.00 £50.00 £40.00
Tyne and Wear median hourly rate £15.00 £18.50 £27.50
% change year-on-year -18.92% -32.73% +35.80%

Data Cleansing
Job Vacancy Trend in Newcastle upon Tyne

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Newcastle upon Tyne.

Job vacancy trend for Data Cleansing in Newcastle upon Tyne

Data Cleansing
Contractor Daily Rate Trend in Newcastle upon Tyne

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

Contractor daily rate trend for Data Cleansing in Newcastle upon Tyne

For the 6 months to 20 January 2019, IT contractor jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Newcastle upon Tyne region with a requirement for Data Cleansing.

1 7 (100.00%) SQL
2 5 (71.43%) ERP
2 5 (71.43%) ETL
2 5 (71.43%) Migration
2 5 (71.43%) Data Migration
3 4 (57.14%) Retail
3 4 (57.14%) SQL Server
4 3 (42.86%) Business Intelligence
4 3 (42.86%) CRM
4 3 (42.86%) Data Warehouse
4 3 (42.86%) SQL Server Reporting Services
4 3 (42.86%) SQL Server Integration Services
4 3 (42.86%) Analytical Skills
4 3 (42.86%) Analytical Mindset
4 3 (42.86%) Problem-Solving
5 2 (28.57%) Data Structures
5 2 (28.57%) SAP Implementation
5 2 (28.57%) Data Architecture
5 2 (28.57%) Data Conversion
5 2 (28.57%) Master Data Management
5 2 (28.57%) SAP Data Services
5 2 (28.57%) SAP
6 1 (14.29%) Agile Software Development
6 1 (14.29%) Validation
6 1 (14.29%) Python
6 1 (14.29%) Data Quality
6 1 (14.29%) Machine Learning
6 1 (14.29%) Amazon RDS
6 1 (14.29%) Data Transformation
6 1 (14.29%) Data Mapping

Data Cleansing
Co-occurring IT Skills in Newcastle upon Tyne 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 1 (14.29%) Apache Spark
Cloud Services
1 1 (14.29%) Amazon AWS
1 1 (14.29%) Amazon S3
1 1 (14.29%) Dynamics 365
Database & Business Intelligence
1 4 (57.14%) SQL Server
2 3 (42.86%) Data Warehouse
2 3 (42.86%) SQL Server Integration Services
2 3 (42.86%) SQL Server Reporting Services
3 2 (28.57%) SAP Data Services
4 1 (14.29%) Amazon RDS
General
1 4 (57.14%) Retail
Job Titles
1 5 (71.43%) Developer
2 2 (28.57%) Analyst
2 2 (28.57%) Data Analyst
2 2 (28.57%) ETL Developer
2 2 (28.57%) SQL Analyst
2 2 (28.57%) SQL Data Analyst
2 2 (28.57%) SQL Developer
3 1 (14.29%) Data Engineer
3 1 (14.29%) Data Migration Analyst
3 1 (14.29%) Migration Analyst
Miscellaneous
1 3 (42.86%) Analytical Mindset
1 3 (42.86%) Analytical Skills
2 2 (28.57%) Data Structures
Processes & Methodologies
1 5 (71.43%) Data Migration
1 5 (71.43%) ERP
1 5 (71.43%) ETL
1 5 (71.43%) Migration
2 3 (42.86%) Business Intelligence
2 3 (42.86%) CRM
2 3 (42.86%) Problem-Solving
3 2 (28.57%) Data Architecture
3 2 (28.57%) Data Conversion
3 2 (28.57%) Master Data Management
3 2 (28.57%) SAP Implementation
4 1 (14.29%) Agile Software Development
4 1 (14.29%) Data Analysis
4 1 (14.29%) Data Mapping
4 1 (14.29%) Data Transformation
4 1 (14.29%) Digital Transformation Programme
4 1 (14.29%) Machine Learning
4 1 (14.29%) Validation
Programming Languages
1 7 (100.00%) SQL
2 1 (14.29%) Python
2 1 (14.29%) Scala
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
Vendors
1 2 (28.57%) SAP