Period
to 22 July 2018

The following table provides summary statistics for contract job vacancies advertised in Newcastle upon Tyne with a requirement for Data Lake skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Lake over the 6 months to 22 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 Lakes
Tyne and Wear > Newcastle upon Tyne
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 97 85 144
Rank change year-on-year -12 +59 -
Contract jobs citing Data Lake 1 2 4
As % of all contract IT jobs advertised in Newcastle upon Tyne 0.10% 0.23% 0.19%
As % of the Database & Business Intelligence category 0.47% 1.09% 0.89%
Number of daily rates quoted 2 7 5
Newcastle upon Tyne median daily rate £733 £610 £700
Median daily rate % change year-on-year +20.16% -12.86% -
10th Percentile £717 £605 £400
90th Percentile £750 £755 £800
Tyne and Wear median daily rate £733 £610 £700
% change year-on-year +20.16% -12.86% -
Number of hourly rates quoted 0 0 0
Newcastle upon Tyne median hourly rate - - -
Tyne and Wear median hourly rate - - -

Data Lake is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Newcastle upon Tyne
Contract vacancies with a requirement for database or business intelligence skills 213 183 448
As % of all contract IT jobs advertised in Newcastle upon Tyne 21.30% 20.89% 21.45%
Number of daily rates quoted 167 132 289
Newcastle upon Tyne median daily rate £363 £400 £330
Median daily rate % change year-on-year -9.38% +21.21% -17.50%
10th Percentile £255 £300 £246
90th Percentile £594 £550 £500
Tyne and Wear median daily rate £363 £400 £330
% change year-on-year -9.38% +21.21% -11.71%
Number of hourly rates quoted 0 1 33
Newcastle upon Tyne median hourly rate - £9.00 £28.00
Median hourly rate % change year-on-year - -67.86% +50.64%
Tyne and Wear median hourly rate - £9.00 £28.00
% change year-on-year - -67.86% +50.64%

Data Lake
Job Vacancy Trend in Newcastle upon Tyne

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

Job vacancy trend for Data Lake in Newcastle upon Tyne

Data Lake
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 Lake in Newcastle upon Tyne.

Contractor daily rate trend for Data Lake in Newcastle upon Tyne

For the 6 months to 22 July 2018, IT contractor jobs citing Data Lake 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 Lake.

1 1 (100.00%) SQL
1 1 (100.00%) Oracle
1 1 (100.00%) Unix
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Data Modelling
1 1 (100.00%) SAS
1 1 (100.00%) Business Intelligence
1 1 (100.00%) BusinessObjects
1 1 (100.00%) CA
1 1 (100.00%) Informatica
1 1 (100.00%) Shell Script
1 1 (100.00%) ERwin
1 1 (100.00%) Data Security
1 1 (100.00%) Management Information System
1 1 (100.00%) Finance
1 1 (100.00%) Stakeholder Management
1 1 (100.00%) PostgreSQL
1 1 (100.00%) Data Management
1 1 (100.00%) Enterprise Architecture
1 1 (100.00%) QA
1 1 (100.00%) Performance Management
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Architecture
1 1 (100.00%) Information Assurance
1 1 (100.00%) Reverse Engineering
1 1 (100.00%) Pentaho
1 1 (100.00%) Hadoop
1 1 (100.00%) Visualisation
1 1 (100.00%) Open Source
1 1 (100.00%) Apache Hive

Data Lake
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 (100.00%) SAS
Database & Business Intelligence
1 1 (100.00%) Apache Hive
1 1 (100.00%) Big Data
1 1 (100.00%) BusinessObjects
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Enterprise Data Warehouse
1 1 (100.00%) Hadoop
1 1 (100.00%) HBase
1 1 (100.00%) MongoDB
1 1 (100.00%) Pentaho
1 1 (100.00%) PostgreSQL
Development Applications
1 1 (100.00%) ERwin
General
1 1 (100.00%) Finance
Job Titles
1 1 (100.00%) Architect
1 1 (100.00%) Business Intelligence Architect
1 1 (100.00%) Business Intelligence Lead
1 1 (100.00%) Data Architect
1 1 (100.00%) Data Warehouse Architect
1 1 (100.00%) Lead Architect
1 1 (100.00%) Lead Data Architect
Miscellaneous
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Enterprise Software
1 1 (100.00%) Management Information System
Operating Systems
1 1 (100.00%) Unix
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Coaching
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Management
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Security
1 1 (100.00%) Data Strategy
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Information Assurance
1 1 (100.00%) Metadata Management
1 1 (100.00%) Performance Management
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Reverse Engineering
1 1 (100.00%) Service Design
1 1 (100.00%) SFIA
1 1 (100.00%) Stakeholder Management
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) Shell Script
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
1 1 (100.00%) QA
Vendors
1 1 (100.00%) CA
1 1 (100.00%) Informatica
1 1 (100.00%) Oracle
1 1 (100.00%) Tableau