Period
to 19 October 2018

The following table provides summary statistics for contract job vacancies advertised in the North East 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 19 October 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)
England > North East
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 82 75 122
Rank change year-on-year -7 +47 -72
Contract jobs citing ETL 15 25 51
As % of all contract IT jobs advertised in the North East 1.24% 2.04% 1.75%
As % of the Processes & Methodologies category 1.42% 2.42% 2.01%
Number of daily rates quoted 10 27 34
North East median daily rate £350 £425 £388
Median daily rate % change year-on-year -17.65% +9.68% -25.48%
10th Percentile £303 £310 £279
90th Percentile £413 £546 £504
England median daily rate £455 £450 £425
% change year-on-year +1.11% +5.88% -
Number of hourly rates quoted 0 0 0
North East median hourly rate - - -
England median hourly rate £35.00 £45.00 £44.00
% change year-on-year -22.22% +2.27% +46.67%

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 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 1,053 1,033 2,538
As % of all contract IT jobs advertised in the North East 86.81% 84.46% 87.31%
Number of daily rates quoted 676 679 1,719
North East median daily rate £400 £365 £350
Median daily rate % change year-on-year +9.59% +4.29% -12.50%
10th Percentile £262 £244 £225
90th Percentile £575 £538 £519
England median daily rate £473 £450 £425
% change year-on-year +5.00% +5.88% +3.03%
Number of hourly rates quoted 34 43 120
North East median hourly rate £12.00 £28.50 £28.00
Median hourly rate % change year-on-year -57.89% +1.79% +86.67%
10th Percentile £10.13 £10.10 £11.05
90th Percentile £27.85 £47.50 £36.00
England median hourly rate £21.00 £24.66 £22.50
% change year-on-year -14.84% +9.60% +3.73%

ETL
Job Vacancy Trend in the North East

Job postings citing ETL as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for ETL in the North East

ETL
Contractor Daily Rate Trend in the North East

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in the North East.

Contractor daily rate trend for ETL in the North East

ETL
Contractor Daily Rate Histogram in the North East

The daily rate distribution of IT jobs citing ETL in the North East over the 6 months to 19 October 2018.

Contractor daily rate histogram for ETL in the North East

ETL
Contractor Hourly Rate Trend in the North East

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

Contractor hourly rate trend for ETL in the North East

ETL
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 ETL within the North East region over the 6 months to 19 October 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
Tyne and Wear -3 12 £350 -17.65% 10
Durham -15 3 £325 +12.07% 3
ETL
England

For the 6 months to 19 October 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 North East region with a requirement for ETL.

1 11 (73.33%) SQL
2 10 (66.67%) SQL Server
3 9 (60.00%) SQL Server Integration Services
4 6 (40.00%) Business Intelligence
4 6 (40.00%) Microsoft
4 6 (40.00%) Data Warehouse
5 5 (33.33%) Migration
5 5 (33.33%) SQL Server Reporting Services
6 4 (26.67%) Data Migration
6 4 (26.67%) Data Cleansing
6 4 (26.67%) Analytical Skills
7 3 (20.00%) Microservices
7 3 (20.00%) Amazon AWS
7 3 (20.00%) Analytical Mindset
7 3 (20.00%) Problem-Solving
7 3 (20.00%) Agile Software Development
7 3 (20.00%) Retail
7 3 (20.00%) CRM
7 3 (20.00%) ERP
7 3 (20.00%) T-SQL
8 2 (13.33%) Java
8 2 (13.33%) MySQL
8 2 (13.33%) Oracle
8 2 (13.33%) PostgreSQL
8 2 (13.33%) Data Analysis
8 2 (13.33%) Data Mapping
8 2 (13.33%) Greenfield Project
8 2 (13.33%) SQL Server 2016
8 2 (13.33%) Microsoft Azure
8 2 (13.33%) Relational Database

ETL
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 (6.67%) Apache
1 1 (6.67%) OpenStack
1 1 (6.67%) Tomcat
Business Applications
1 1 (6.67%) Maximo
Cloud Services
1 3 (20.00%) Amazon AWS
2 2 (13.33%) Microsoft Azure
3 1 (6.67%) Amazon EMR
3 1 (6.67%) Amazon S3
3 1 (6.67%) AWS Data Pipeline
3 1 (6.67%) DigitalOcean
3 1 (6.67%) GitHub
3 1 (6.67%) Google Analytics
3 1 (6.67%) Linode
Communications & Networking
1 1 (6.67%) SMS
Database & Business Intelligence
1 10 (66.67%) SQL Server
2 9 (60.00%) SQL Server Integration Services
3 6 (40.00%) Data Warehouse
4 5 (33.33%) SQL Server Reporting Services
5 2 (13.33%) MySQL
5 2 (13.33%) PostgreSQL
5 2 (13.33%) Relational Database
5 2 (13.33%) SQL Server 2016
5 2 (13.33%) SQL Server Analysis Services
6 1 (6.67%) Amazon RDS
6 1 (6.67%) Amazon Redshift
6 1 (6.67%) Big Data
6 1 (6.67%) DataStage
6 1 (6.67%) IBM InfoSphere
6 1 (6.67%) NoSQL
6 1 (6.67%) RDBMS
Development Applications
1 1 (6.67%) Git (software)
1 1 (6.67%) GitLab
1 1 (6.67%) Subversion
1 1 (6.67%) Vagrant
General
1 3 (20.00%) Retail
2 1 (6.67%) Legal
Job Titles
1 9 (60.00%) Developer
2 5 (33.33%) SQL Developer
3 3 (20.00%) Data Warehouse Developer
4 2 (13.33%) Analyst
4 2 (13.33%) Architect
4 2 (13.33%) Data Analyst
4 2 (13.33%) Data Migration Analyst
4 2 (13.33%) ETL Developer
4 2 (13.33%) Migration Analyst
5 1 (6.67%) Administrator
5 1 (6.67%) Data Engineer
5 1 (6.67%) DBA
5 1 (6.67%) Digital Architect
5 1 (6.67%) Digital Technical Architect
5 1 (6.67%) Integration Architect
5 1 (6.67%) SQL Analyst
5 1 (6.67%) SQL Data Analyst
5 1 (6.67%) SQL DBA
5 1 (6.67%) Systems Administrator
5 1 (6.67%) Technical Architect
Libraries, Frameworks & Software Standards
1 1 (6.67%) ActiveMQ
1 1 (6.67%) J2EE
1 1 (6.67%) LAMP
1 1 (6.67%) LAPP Stack
1 1 (6.67%) Ruby on Rails
1 1 (6.67%) XML
Miscellaneous
1 4 (26.67%) Analytical Skills
2 3 (20.00%) Analytical Mindset
3 2 (13.33%) Greenfield Project
4 1 (6.67%) Blog
4 1 (6.67%) Public Cloud
Operating Systems
1 1 (6.67%) CentOS
1 1 (6.67%) Linux
1 1 (6.67%) Red Hat Enterprise Linux
1 1 (6.67%) Unix
1 1 (6.67%) Windows
1 1 (6.67%) Windows Server
Processes & Methodologies
1 6 (40.00%) Business Intelligence
2 5 (33.33%) Migration
3 4 (26.67%) Data Cleansing
3 4 (26.67%) Data Migration
4 3 (20.00%) Agile Software Development
4 3 (20.00%) CRM
4 3 (20.00%) ERP
4 3 (20.00%) Microservices
4 3 (20.00%) Problem-Solving
5 2 (13.33%) Data Analysis
5 2 (13.33%) Data Mapping
5 2 (13.33%) DevOps
6 1 (6.67%) Asset Management
6 1 (6.67%) Data Architecture
6 1 (6.67%) GAP Analysis
6 1 (6.67%) ITIL
6 1 (6.67%) Mentoring
6 1 (6.67%) Scrum
6 1 (6.67%) User Stories
6 1 (6.67%) Web Development
Programming Languages
1 11 (73.33%) SQL
2 3 (20.00%) T-SQL
3 2 (13.33%) Java
4 1 (6.67%) Jython
4 1 (6.67%) PHP
4 1 (6.67%) Python
4 1 (6.67%) Ruby
Qualifications
1 1 (6.67%) Degree
1 1 (6.67%) SC Cleared
1 1 (6.67%) Security Cleared
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
1 1 (6.67%) QA
System Software
1 1 (6.67%) VirtualBox
1 1 (6.67%) VMware Infrastructure
1 1 (6.67%) Xen
Systems Management
1 1 (6.67%) Ansible
1 1 (6.67%) Nagios
1 1 (6.67%) OpenNMS
1 1 (6.67%) Opscode Chef
1 1 (6.67%) Puppet
1 1 (6.67%) ZABBIX
Vendors
1 6 (40.00%) Microsoft
2 2 (13.33%) Oracle
3 1 (6.67%) Google
3 1 (6.67%) IBM
3 1 (6.67%) Rackspace
3 1 (6.67%) SaltStack
3 1 (6.67%) VMware