Period
to 10 December 2018

The following table provides summary statistics for contract job vacancies advertised in Newcastle upon Tyne with a requirement for Data Quality skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Quality over the 6 months to 10 December 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 Quality
Tyne and Wear > Newcastle upon Tyne
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 83 74 145
Rank change year-on-year -9 +71 -54
Contract jobs citing Data Quality 3 14 5
As % of all contract IT jobs advertised in Newcastle upon Tyne 0.35% 1.61% 0.24%
As % of the Quality Assurance & Compliance category 2.97% 9.46% 1.28%
Number of daily rates quoted 3 29 4
Newcastle upon Tyne median daily rate £500 £610 £425
Median daily rate % change year-on-year -18.03% +43.53% +21.43%
10th Percentile £400 £275 £400
90th Percentile £530 £755 £475
Tyne and Wear median daily rate £450 £610 £425
% change year-on-year -26.23% +43.53% +21.43%
Number of hourly rates quoted 0 0 0
Newcastle upon Tyne median hourly rate - - -
Tyne and Wear median hourly rate - - -

Data Quality is in the Quality Assurance and Compliance 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 quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Newcastle upon Tyne
Contract vacancies with a requirement for quality assurance or compliance skills 101 148 390
As % of all contract IT jobs advertised in Newcastle upon Tyne 11.73% 17.05% 18.62%
Number of daily rates quoted 76 107 294
Newcastle upon Tyne median daily rate £400 £400 £335
Median daily rate % change year-on-year - +19.40% -21.18%
10th Percentile £293 £263 £215
90th Percentile £663 £593 £513
Tyne and Wear median daily rate £400 £400 £335
% change year-on-year - +19.40% -21.18%
Number of hourly rates quoted 1 4 13
Newcastle upon Tyne median hourly rate £14.78 £23.75 £28.00
Median hourly rate % change year-on-year -37.77% -15.18% +43.59%
Tyne and Wear median hourly rate £21.64 £23.75 £28.00
% change year-on-year -8.88% -15.18% +43.59%

Data Quality
Job Vacancy Trend in Newcastle upon Tyne

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

Job vacancy trend for Data Quality in Newcastle upon Tyne

Data Quality
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 Quality in Newcastle upon Tyne.

Contractor daily rate trend for Data Quality in Newcastle upon Tyne

For the 6 months to 10 December 2018, IT contractor jobs citing Data Quality 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 Quality.

1 2 (66.67%) Data Warehouse
1 2 (66.67%) Data Modelling
1 2 (66.67%) Project Management
1 2 (66.67%) Agile Software Development
1 2 (66.67%) Analytical Skills
1 2 (66.67%) Analytics
2 1 (33.33%) Sqoop
2 1 (33.33%) Master Data Management
2 1 (33.33%) Enterprise Software
2 1 (33.33%) HDFS
2 1 (33.33%) SQL
2 1 (33.33%) Oracle
2 1 (33.33%) PRINCE2
2 1 (33.33%) Data Lake
2 1 (33.33%) GDPR
2 1 (33.33%) Data Strategy
2 1 (33.33%) Self-Motivation
2 1 (33.33%) Problem-Solving
2 1 (33.33%) Data Development
2 1 (33.33%) Technical Leadership
2 1 (33.33%) TDD
2 1 (33.33%) Data Management
2 1 (33.33%) JIRA
2 1 (33.33%) Predictive Analytics
2 1 (33.33%) Test Scripting
2 1 (33.33%) Dimensional Modelling
2 1 (33.33%) Data Migration
2 1 (33.33%) Data Protection
2 1 (33.33%) Data Extraction
2 1 (33.33%) Data Integration

Data Quality
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 (33.33%) Confluence
1 1 (33.33%) SAS
Database & Business Intelligence
1 2 (66.67%) Data Warehouse
2 1 (33.33%) Big Data
2 1 (33.33%) Data Lake
2 1 (33.33%) NoSQL
2 1 (33.33%) Sqoop
Development Applications
1 1 (33.33%) ERwin
1 1 (33.33%) JIRA
Job Titles
1 1 (33.33%) Architect
1 1 (33.33%) Business Intelligence Architect
1 1 (33.33%) Business Intelligence Lead
1 1 (33.33%) Data Architect
1 1 (33.33%) Data Engineer
1 1 (33.33%) Data Migration Manager
1 1 (33.33%) Data Migration Project Manager
1 1 (33.33%) Data Modeller
1 1 (33.33%) Lead Architect
1 1 (33.33%) Lead Data Architect
1 1 (33.33%) Migration Manager
1 1 (33.33%) Migration Project Manager
1 1 (33.33%) Project Manager
1 1 (33.33%) Senior Data Engineer
1 1 (33.33%) Senior Data Modeller
Miscellaneous
1 2 (66.67%) Analytical Skills
2 1 (33.33%) Enterprise Software
2 1 (33.33%) Management Information System
2 1 (33.33%) PMI
2 1 (33.33%) Self-Motivation
Processes & Methodologies
1 2 (66.67%) Agile Software Development
1 2 (66.67%) Analytics
1 2 (66.67%) Data Modelling
1 2 (66.67%) Project Management
2 1 (33.33%) Data Architecture
2 1 (33.33%) Data Development
2 1 (33.33%) Data Extraction
2 1 (33.33%) Data Integration
2 1 (33.33%) Data Management
2 1 (33.33%) Data Migration
2 1 (33.33%) Data Protection
2 1 (33.33%) Data Strategy
2 1 (33.33%) Dimensional Modelling
2 1 (33.33%) Master Data Management
2 1 (33.33%) Open Source
2 1 (33.33%) Predictive Analytics
2 1 (33.33%) Problem-Solving
2 1 (33.33%) TDD
2 1 (33.33%) Technical Leadership
2 1 (33.33%) Test Scripting
Programming Languages
1 1 (33.33%) SQL
Qualifications
1 1 (33.33%) PMI Certification
Quality Assurance & Compliance
1 1 (33.33%) GDPR
System Software
1 1 (33.33%) Apache Flume
1 1 (33.33%) HDFS
Vendors
1 1 (33.33%) CA
1 1 (33.33%) Informatica
1 1 (33.33%) Oracle