Period
to 25 June 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 25 June 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
25 Jun 2018
Same period 2017 Same period 2016
Rank 91 95 135
Rank change year-on-year +4 +40 -58
Contract jobs citing Data Quality 3 2 4
As % of all contract IT jobs advertised in Newcastle upon Tyne 0.29% 0.23% 0.20%
As % of the Quality Assurance & Compliance category 2.65% 1.79% 1.10%
Number of daily rates quoted 5 2 4
Newcastle upon Tyne median daily rate £625 £425 £475
Median daily rate % change year-on-year +47.06% -10.53% +11.76%
10th Percentile £463 £303 £330
90th Percentile £750 £528 £575
Tyne and Wear median daily rate £625 £450 £475
% change year-on-year +38.89% -5.26% +11.76%
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 113 112 363
As % of all contract IT jobs advertised in Newcastle upon Tyne 10.91% 12.67% 18.34%
Number of daily rates quoted 83 69 249
Newcastle upon Tyne median daily rate £375 £325 £295
Median daily rate % change year-on-year +15.38% +10.17% -16.68%
10th Percentile £173 £199 £205
90th Percentile £638 £545 £500
Tyne and Wear median daily rate £369 £350 £295
% change year-on-year +5.36% +18.64% -17.62%
Number of hourly rates quoted 2 5 18
Newcastle upon Tyne median hourly rate £28.50 £17.50 £28.00
Median hourly rate % change year-on-year +62.86% -37.50% +86.67%
10th Percentile £16.95 £8.90 £21.18
90th Percentile £40.85 £19.50 £31.28
Tyne and Wear median hourly rate £28.50 £13.88 £27.50
% change year-on-year +105.41% -49.55% +83.33%

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

Data Quality
Contractor Daily Rate Histogram in Newcastle upon Tyne

The daily rate distribution of IT jobs citing Data Quality in Newcastle upon Tyne over the 6 months to 25 June 2018.

Contractor daily rate histogram for Data Quality in Newcastle upon Tyne

For the 6 months to 25 June 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 3 (100.00%) Data Modelling
1 3 (100.00%) Data Architecture
2 2 (66.67%) Data Integration
2 2 (66.67%) Enterprise Software
2 2 (66.67%) Coaching
2 2 (66.67%) Analytical Skills
2 2 (66.67%) Visualisation
2 2 (66.67%) Big Data
2 2 (66.67%) SAS
2 2 (66.67%) Business Intelligence
2 2 (66.67%) BusinessObjects
2 2 (66.67%) CA
2 2 (66.67%) Informatica
2 2 (66.67%) Shell Script
2 2 (66.67%) ERwin
2 2 (66.67%) SQL
2 2 (66.67%) Oracle
2 2 (66.67%) Unix
2 2 (66.67%) Data Warehouse
2 2 (66.67%) Management Information System
2 2 (66.67%) Data Management
2 2 (66.67%) QA
2 2 (66.67%) Service Design
2 2 (66.67%) Data Lake
2 2 (66.67%) Data Strategy
3 1 (33.33%) Collaborative Working
3 1 (33.33%) Data Science
3 1 (33.33%) Wardley Maps
3 1 (33.33%) Problem-Solving
3 1 (33.33%) Data Development

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 2 (66.67%) SAS
Database & Business Intelligence
1 2 (66.67%) Big Data
1 2 (66.67%) BusinessObjects
1 2 (66.67%) Data Lake
1 2 (66.67%) Data Warehouse
2 1 (33.33%) Apache Hive
2 1 (33.33%) Enterprise Data Warehouse
2 1 (33.33%) Hadoop
2 1 (33.33%) HBase
2 1 (33.33%) MongoDB
2 1 (33.33%) NoSQL
2 1 (33.33%) Pentaho
2 1 (33.33%) PostgreSQL
2 1 (33.33%) Relational Database
Development Applications
1 2 (66.67%) ERwin
General
1 1 (33.33%) Finance
Job Titles
1 2 (66.67%) Architect
2 1 (33.33%) Business Intelligence Architect
2 1 (33.33%) Business Intelligence Lead
2 1 (33.33%) Data Architect
2 1 (33.33%) Data Engineer
2 1 (33.33%) Data Modeller
2 1 (33.33%) Data Warehouse Architect
2 1 (33.33%) Lead Architect
2 1 (33.33%) Lead Data Architect
2 1 (33.33%) Senior Data Engineer
2 1 (33.33%) Senior Data Modeller
2 1 (33.33%) Technical Architect
Miscellaneous
1 2 (66.67%) Analytical Skills
1 2 (66.67%) Enterprise Software
1 2 (66.67%) Management Information System
2 1 (33.33%) Reference Data
Operating Systems
1 2 (66.67%) Unix
Processes & Methodologies
1 3 (100.00%) Data Architecture
1 3 (100.00%) Data Modelling
2 2 (66.67%) Business Intelligence
2 2 (66.67%) Coaching
2 2 (66.67%) Data Integration
2 2 (66.67%) Data Management
2 2 (66.67%) Data Strategy
2 2 (66.67%) Service Design
2 2 (66.67%) Visualisation
3 1 (33.33%) Business Transformation
3 1 (33.33%) Collaborative Working
3 1 (33.33%) Data Development
3 1 (33.33%) Data Engineering
3 1 (33.33%) Data Science
3 1 (33.33%) Domain Models
3 1 (33.33%) IT Strategy
3 1 (33.33%) Mentoring
3 1 (33.33%) Problem-Solving
3 1 (33.33%) SFIA
3 1 (33.33%) Wardley Maps
Programming Languages
1 2 (66.67%) Shell Script
1 2 (66.67%) SQL
Qualifications
1 1 (33.33%) BPSS Clearance
1 1 (33.33%) DBS Check
1 1 (33.33%) Security Cleared
Quality Assurance & Compliance
1 2 (66.67%) QA
2 1 (33.33%) Disclosure Scotland
Vendors
1 2 (66.67%) CA
1 2 (66.67%) Informatica
1 2 (66.67%) Oracle
2 1 (33.33%) Cloudera
2 1 (33.33%) Hortonworks
2 1 (33.33%) Tableau