Period
to 15 July 2018

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 15 July 2018 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
15 Jul 2018
Same period 2017 Same period 2016
Rank 109 114 154
Rank change year-on-year +5 +40 -54
Contract jobs citing Data Cleansing 7 1 3
As % of all contract IT jobs advertised in the North East 0.52% 0.076% 0.12%
As % of the Processes & Methodologies category 0.61% 0.088% 0.13%
Number of daily rates quoted 6 1 2
North East median daily rate £444 £190 £463
Median daily rate % change year-on-year +133.55% -58.92% -7.50%
10th Percentile £284 £185 £451
90th Percentile £515 £195 £484
England median daily rate £425 £416 £400
% change year-on-year +2.10% +4.06% -2.44%
Number of hourly rates quoted 0 0 0
North East median hourly rate - - -
England median hourly rate £15.00 £18.00 £16.50
% change year-on-year -16.67% +9.09% -21.43%

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 1,145 1,142 2,238
As % of all contract IT jobs advertised in the North East 85.77% 86.84% 86.34%
Number of daily rates quoted 775 755 1,457
North East median daily rate £385 £375 £325
Median daily rate % change year-on-year +2.67% +15.38% -10.96%
10th Percentile £256 £261 £224
90th Percentile £570 £538 £513
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 26 39 107
North East median hourly rate £13.50 £24.50 £28.00
Median hourly rate % change year-on-year -44.90% -12.50% +107.41%
10th Percentile £9.69 £9.88 £13.80
90th Percentile £43.75 £42.20 £36.00
England median hourly rate £22.00 £25.00 £24.00
% change year-on-year -12.00% +4.17% +13.50%

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
Contractor Daily Rate Histogram in the North East

The daily rate distribution of IT jobs citing Data Cleansing in the North East over the 6 months to 15 July 2018.

Contractor daily rate histogram 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 15 July 2018. 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
Durham - 5 £399 -
Tyne and Wear -9 1 £550 +189.47%
Data Cleansing
England

For the 6 months to 15 July 2018, 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 (71.43%) Migration
2 4 (57.14%) Maximo
3 3 (42.86%) Asset Management
3 3 (42.86%) Taxonomies
3 3 (42.86%) Data Migration
3 3 (42.86%) GIS
3 3 (42.86%) Data Modelling
3 3 (42.86%) Validation
4 2 (28.57%) Strategic Thinking
4 2 (28.57%) Management Information System
4 2 (28.57%) Risk Management
5 1 (14.29%) Programme Management
5 1 (14.29%) QA
5 1 (14.29%) Data Analysis
5 1 (14.29%) Stakeholder Engagement
5 1 (14.29%) Data Governance
5 1 (14.29%) Big Data
5 1 (14.29%) Kafka
5 1 (14.29%) Apache Flume
5 1 (14.29%) AngularJS
5 1 (14.29%) Analytics
5 1 (14.29%) Apache Spark
5 1 (14.29%) Data Structures
5 1 (14.29%) Finance
5 1 (14.29%) Clustering
5 1 (14.29%) Data Mining
5 1 (14.29%) Microsoft
5 1 (14.29%) NHS
5 1 (14.29%) Systems Management Server (SMS)
5 1 (14.29%) Project Management

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 (14.29%) Apache Spark
Applications
1 1 (14.29%) Microsoft Excel
Business Applications
1 4 (57.14%) Maximo
Database & Business Intelligence
1 3 (42.86%) GIS
2 1 (14.29%) Big Data
2 1 (14.29%) Data Mining
General
1 1 (14.29%) Finance
Job Titles
1 3 (42.86%) Project Manager
2 2 (28.57%) Data Manager
3 1 (14.29%) Analyst
3 1 (14.29%) Data Analyst
3 1 (14.29%) Data Migration Manager
3 1 (14.29%) Data Migration Project Manager
3 1 (14.29%) Developer
3 1 (14.29%) Full Stack Developer
3 1 (14.29%) Information Manager
3 1 (14.29%) Migration Manager
3 1 (14.29%) Migration Project Manager
Libraries, Frameworks & Software Standards
1 1 (14.29%) AngularJS
1 1 (14.29%) Kafka
Miscellaneous
1 3 (42.86%) Taxonomies
2 2 (28.57%) Management Information System
3 1 (14.29%) Clustering
3 1 (14.29%) Data Structures
3 1 (14.29%) NHS
Processes & Methodologies
1 5 (71.43%) Migration
2 3 (42.86%) Asset Management
2 3 (42.86%) Data Migration
2 3 (42.86%) Data Modelling
2 3 (42.86%) Validation
3 2 (28.57%) Risk Management
3 2 (28.57%) Strategic Thinking
4 1 (14.29%) Analytics
4 1 (14.29%) Data Analysis
4 1 (14.29%) Data Governance
4 1 (14.29%) Programme Management
4 1 (14.29%) Project Management
4 1 (14.29%) Stakeholder Engagement
Programming Languages
1 1 (14.29%) C
1 1 (14.29%) C++
1 1 (14.29%) Java
1 1 (14.29%) JavaScript
1 1 (14.29%) Python
1 1 (14.29%) SQL
Quality Assurance & Compliance
1 1 (14.29%) QA
System Software
1 1 (14.29%) Apache Flume
Systems Management
1 1 (14.29%) Systems Management Server (SMS)
Vendors
1 1 (14.29%) Microsoft