Period
to 22 June 2018

The following table provides summary statistics for contract job vacancies advertised in Tyne and Wear with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 22 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.

Extract, Transform and Load (ETL)
North East > Tyne and Wear
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 95 80 113
Rank change year-on-year -15 +33 -62
Contract jobs citing ETL 9 15 30
As % of all contract IT jobs advertised in Tyne and Wear 0.84% 1.55% 1.44%
As % of the Processes & Methodologies category 0.98% 1.74% 1.63%
Number of daily rates quoted 8 10 25
Tyne and Wear median daily rate £450 £531 £450
Median daily rate % change year-on-year -15.29% +18.06% -10.00%
10th Percentile £295 £455 £309
90th Percentile £503 £575 £568
North East median daily rate £450 £525 £450
% change year-on-year -14.29% +16.67% -7.69%
Number of hourly rates quoted 0 0 0
Tyne and Wear median hourly rate - - -
North East median hourly rate - - -

ETL 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 Tyne and Wear with a requirement for process or methodology skills.

All Process and Methodology Skills
Tyne and Wear
Contract vacancies with a requirement for process or methodology skills 922 864 1,846
As % of all contract IT jobs advertised in Tyne and Wear 86.33% 89.35% 88.79%
Number of daily rates quoted 643 587 1,250
Tyne and Wear median daily rate £395 £378 £325
Median daily rate % change year-on-year +4.64% +16.15% -9.24%
10th Percentile £260 £264 £225
90th Percentile £588 £538 £525
North East median daily rate £388 £375 £330
% change year-on-year +3.33% +13.64% -7.84%
Number of hourly rates quoted 18 31 77
Tyne and Wear median hourly rate £22.00 £32.00 £28.00
Median hourly rate % change year-on-year -31.25% +14.29% +107.41%
10th Percentile £9.51 £10.13 £14.60
90th Percentile £43.75 £43.00 £36.00
North East median hourly rate £14.25 £29.25 £28.00
% change year-on-year -51.28% +4.46% +86.67%

ETL
Job Vacancy Trend in Tyne and Wear

Job postings citing ETL as a percentage of all IT jobs advertised in Tyne and Wear.

Job vacancy trend for ETL in Tyne and Wear

ETL
Contractor Daily Rate Trend in Tyne and Wear

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Tyne and Wear.

Contractor daily rate trend for ETL in Tyne and Wear

ETL
Contractor Daily Rate Histogram in Tyne and Wear

The daily rate distribution of IT jobs citing ETL in Tyne and Wear over the 6 months to 22 June 2018.

Contractor daily rate histogram for ETL in Tyne and Wear

ETL
Contractor Hourly Rate Trend in Tyne and Wear

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in Tyne and Wear.

Contractor hourly rate trend for ETL in Tyne and Wear

ETL
Contract Job Locations in Tyne and Wear

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Tyne and Wear region over the 6 months to 22 June 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
Newcastle upon Tyne -8 9 £450 -15.29% 2
ETL
North East

For the 6 months to 22 June 2018, IT contractor jobs citing ETL 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 Tyne and Wear region with a requirement for ETL.

1 6 (66.67%) SQL
1 6 (66.67%) Agile Software Development
2 5 (55.56%) NoSQL
2 5 (55.56%) Relational Database
2 5 (55.56%) Data Engineering
3 4 (44.44%) Customer Requirements
3 4 (44.44%) Mentoring
3 4 (44.44%) Continuous Improvement
3 4 (44.44%) QA
3 4 (44.44%) Data Analysis
3 4 (44.44%) Test Scripting
3 4 (44.44%) Oracle
3 4 (44.44%) Data Warehouse
4 3 (33.33%) SQL Server
4 3 (33.33%) Unix
4 3 (33.33%) Data Management
4 3 (33.33%) PostgreSQL
4 3 (33.33%) Project Management
4 3 (33.33%) Stakeholder Engagement
4 3 (33.33%) Waterfall
4 3 (33.33%) Hortonworks
4 3 (33.33%) Cloudera
4 3 (33.33%) Coaching
4 3 (33.33%) Collaborative Working
5 2 (22.22%) Apache Spark
5 2 (22.22%) Data Reconciliation
5 2 (22.22%) DevOps
5 2 (22.22%) Analytics
5 2 (22.22%) Amazon AWS
5 2 (22.22%) Rapid Prototyping

ETL
Co-occurring IT Skills in Tyne and Wear 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 (22.22%) Apache Spark
2 1 (11.11%) Apache
2 1 (11.11%) OpenStack
2 1 (11.11%) Tomcat
Applications
1 1 (11.11%) Spreadsheet
Cloud Services
1 2 (22.22%) Amazon AWS
2 1 (11.11%) Amazon EMR
2 1 (11.11%) Amazon S3
2 1 (11.11%) AWS Data Pipeline
2 1 (11.11%) DigitalOcean
2 1 (11.11%) GitHub
2 1 (11.11%) Google Analytics
2 1 (11.11%) Linode
Communications & Networking
1 1 (11.11%) SMS
Database & Business Intelligence
1 5 (55.56%) NoSQL
1 5 (55.56%) Relational Database
2 4 (44.44%) Data Warehouse
3 3 (33.33%) PostgreSQL
3 3 (33.33%) SQL Server
4 2 (22.22%) MySQL
4 2 (22.22%) SQL Server Integration Services
5 1 (11.11%) Amazon RDS
5 1 (11.11%) Amazon Redshift
5 1 (11.11%) Apache Hive
5 1 (11.11%) Big Data
5 1 (11.11%) DataStage
5 1 (11.11%) HBase
5 1 (11.11%) IBM InfoSphere
5 1 (11.11%) MongoDB
5 1 (11.11%) Oracle Database
5 1 (11.11%) Oracle Database 11g
5 1 (11.11%) PowerCenter
5 1 (11.11%) RDBMS
5 1 (11.11%) SQL Server 2008
Development Applications
1 1 (11.11%) ERwin
1 1 (11.11%) Git (software)
1 1 (11.11%) GitLab
1 1 (11.11%) Subversion
1 1 (11.11%) Vagrant
General
1 1 (11.11%) Legal
Job Titles
1 4 (44.44%) Data Engineer
1 4 (44.44%) Developer
2 2 (22.22%) ETL Developer
3 1 (11.11%) Administrator
3 1 (11.11%) Architect
3 1 (11.11%) Data Scientist
3 1 (11.11%) Data Warehouse Developer
3 1 (11.11%) Database Developer
3 1 (11.11%) Digital Architect
3 1 (11.11%) Digital Technical Architect
3 1 (11.11%) Lead Architect
3 1 (11.11%) SQL Database Developer
3 1 (11.11%) SQL Developer
3 1 (11.11%) Systems Administrator
3 1 (11.11%) Technical Architect
3 1 (11.11%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (11.11%) ActiveMQ
1 1 (11.11%) LAMP
1 1 (11.11%) LAPP Stack
1 1 (11.11%) Ruby on Rails
1 1 (11.11%) Velocity
Miscellaneous
1 1 (11.11%) Analytical Skills
1 1 (11.11%) Blog
1 1 (11.11%) Computer Science
1 1 (11.11%) Public Cloud
Operating Systems
1 3 (33.33%) Unix
2 1 (11.11%) CentOS
2 1 (11.11%) Linux
2 1 (11.11%) Red Hat Enterprise Linux
2 1 (11.11%) Windows
2 1 (11.11%) Windows Server
Processes & Methodologies
1 6 (66.67%) Agile Software Development
2 5 (55.56%) Data Engineering
3 4 (44.44%) Continuous Improvement
3 4 (44.44%) Customer Requirements
3 4 (44.44%) Data Analysis
3 4 (44.44%) Mentoring
3 4 (44.44%) Test Scripting
4 3 (33.33%) Coaching
4 3 (33.33%) Collaborative Working
4 3 (33.33%) Data Management
4 3 (33.33%) Project Management
4 3 (33.33%) Stakeholder Engagement
4 3 (33.33%) Waterfall
5 2 (22.22%) Analytics
5 2 (22.22%) Data Modelling
5 2 (22.22%) Data Reconciliation
5 2 (22.22%) DevOps
5 2 (22.22%) Rapid Prototyping
6 1 (11.11%) ITIL
6 1 (11.11%) Stakeholder Management
Programming Languages
1 6 (66.67%) SQL
2 2 (22.22%) PL/SQL
2 2 (22.22%) Python
2 2 (22.22%) Shell Script
3 1 (11.11%) Java
3 1 (11.11%) Jython
3 1 (11.11%) PHP
3 1 (11.11%) R
3 1 (11.11%) Ruby
Quality Assurance & Compliance
1 4 (44.44%) QA
System Software
1 1 (11.11%) VirtualBox
1 1 (11.11%) VMware Infrastructure
1 1 (11.11%) Xen
Systems Management
1 1 (11.11%) Ansible
1 1 (11.11%) Nagios
1 1 (11.11%) OpenNMS
1 1 (11.11%) Opscode Chef
1 1 (11.11%) Puppet
1 1 (11.11%) ZABBIX
Vendors
1 4 (44.44%) Oracle
2 3 (33.33%) Cloudera
2 3 (33.33%) Hortonworks
3 2 (22.22%) Informatica
4 1 (11.11%) Google
4 1 (11.11%) IBM
4 1 (11.11%) Microsoft
4 1 (11.11%) Rackspace
4 1 (11.11%) SaltStack
4 1 (11.11%) VMware