Period
to 23 April 2019

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 23 April 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)
England > North East
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 96 95 132
Rank change year-on-year -1 +37 -13
Contract jobs citing Data Cleansing 6 9 1
As % of all contract IT jobs advertised in the North East 0.43% 0.72% 0.061%
As % of the Processes & Methodologies category 0.51% 0.82% 0.068%
Number of daily rates quoted 6 8 1
North East median daily rate £383 £300 £190
Median daily rate % change year-on-year +27.50% +57.89% -63.81%
10th Percentile £325 £275 £185
90th Percentile £428 £446 £195
England median daily rate £463 £425 £416
% change year-on-year +8.82% +2.10% -2.06%
Number of hourly rates quoted 0 0 0
North East median hourly rate - - -
England median hourly rate £26.25 £22.50 £18.00
% change year-on-year +16.67% +25.00% +12.50%

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 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 1,181 1,101 1,460
As % of all contract IT jobs advertised in the North East 85.52% 88.29% 89.02%
Number of daily rates quoted 818 767 972
North East median daily rate £425 £388 £375
Median daily rate % change year-on-year +9.68% +3.33% +0.33%
10th Percentile £281 £255 £263
90th Percentile £564 £575 £536
England median daily rate £475 £463 £445
% change year-on-year +2.70% +3.93% +4.71%
Number of hourly rates quoted 32 31 53
North East median hourly rate £17.37 £19.50 £26.58
Median hourly rate % change year-on-year -10.92% -26.62% +36.28%
10th Percentile £11.78 £10.63 £12.23
90th Percentile £45.98 £47.50 £42.80
England median hourly rate £25.00 £22.50 £25.00
% change year-on-year +11.11% -10.00% +6.38%

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 23 April 2019. 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 +7 6 £383 +27.50%
Data Cleansing
England

For the 6 months to 23 April 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 North East region with a requirement for Data Cleansing.

1 5 (83.33%) SQL
2 4 (66.67%) Migration
2 4 (66.67%) ETL
2 4 (66.67%) Data Conversion
3 3 (50.00%) Data Migration
3 3 (50.00%) Data Analysis
3 3 (50.00%) Amazon AWS
3 3 (50.00%) Data Warehouse
3 3 (50.00%) SQL Server
4 2 (33.33%) SAP
4 2 (33.33%) MySQL
4 2 (33.33%) ERP
4 2 (33.33%) SAP Data Services
4 2 (33.33%) Master Data Management
4 2 (33.33%) SQL Server Integration Services
4 2 (33.33%) SAP Implementation
4 2 (33.33%) User Acceptance Testing
4 2 (33.33%) Unit Testing
4 2 (33.33%) Microsoft
4 2 (33.33%) Data Extraction
4 2 (33.33%) Data Structures
4 2 (33.33%) Data Architecture
5 1 (16.67%) Scala
5 1 (16.67%) Amazon S3
5 1 (16.67%) DBS Check
5 1 (16.67%) Digital Transformation Programme
5 1 (16.67%) Dynamics 365
5 1 (16.67%) Collaborative Working
5 1 (16.67%) Data Mapping
5 1 (16.67%) Data Transformation

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 1 (16.67%) Apache Spark
Cloud Services
1 3 (50.00%) Amazon AWS
2 1 (16.67%) Amazon S3
2 1 (16.67%) Dynamics 365
Database & Business Intelligence
1 3 (50.00%) Data Warehouse
1 3 (50.00%) SQL Server
2 2 (33.33%) MySQL
2 2 (33.33%) SAP Data Services
2 2 (33.33%) SQL Server Integration Services
3 1 (16.67%) Amazon RDS
3 1 (16.67%) Big Data
3 1 (16.67%) Relational Database
General
1 1 (16.67%) Finance
1 1 (16.67%) Retail
Job Titles
1 5 (83.33%) Developer
2 4 (66.67%) ETL Developer
3 1 (16.67%) Analyst
3 1 (16.67%) Data Analyst
3 1 (16.67%) Data Engineer
3 1 (16.67%) SQL Analyst
3 1 (16.67%) SQL Data Analyst
Miscellaneous
1 2 (33.33%) Data Structures
Processes & Methodologies
1 4 (66.67%) Data Conversion
1 4 (66.67%) ETL
1 4 (66.67%) Migration
2 3 (50.00%) Data Analysis
2 3 (50.00%) Data Migration
3 2 (33.33%) Data Architecture
3 2 (33.33%) Data Extraction
3 2 (33.33%) ERP
3 2 (33.33%) Master Data Management
3 2 (33.33%) SAP Implementation
3 2 (33.33%) Unit Testing
3 2 (33.33%) User Acceptance Testing
4 1 (16.67%) Agile Software Development
4 1 (16.67%) Business Intelligence
4 1 (16.67%) Collaborative Working
4 1 (16.67%) Data Mapping
4 1 (16.67%) Data Transformation
4 1 (16.67%) Digital Transformation Programme
4 1 (16.67%) Machine Learning
4 1 (16.67%) Validation
Programming Languages
1 5 (83.33%) SQL
2 1 (16.67%) Python
2 1 (16.67%) Scala
Qualifications
1 1 (16.67%) DBS Check
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 2 (33.33%) Microsoft
1 2 (33.33%) SAP
2 1 (16.67%) Guidewire