The following table provides summary statistics for permanent job vacancies advertised in the North East with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England / North East
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 71 72 84
Rank change year-on-year +1 +12  
Permanent jobs citing ETL 2 12 4
As % of all permanent IT jobs advertised in the North East 0.35% 1.46% 0.52%
As % of the Processes & Methodologies category 0.39% 1.72% 0.61%
Number of salaries quoted 2 10 4
Median salary £56,250 £41,500 £52,500
Median salary % change year-on-year +35.54% -20.95%  
90% offered a salary of more than £42,375 £36,200 £43,475
10% offered a salary of more than £69,125 £65,000 £57,500
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North East with a requirement for process and methodology skills.

Process & Methodology Skills
North East
Permanent job vacancies with a requirement for process and methodology skills 512 698 652
As % of all permanent IT job vacancies advertised in the North East 90.78% 85.02% 84.79%
Number of salaries quoted 1724 2417 2239
Median salary £39,000 £40,000 £40,000
Median salary % change year-on-year -2.50% -  
90% offered a salary of more than £23,250 £27,000 £27,500
10% offered a salary of more than £70,000 £57,500 £71,250
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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
Salary Trend in the North East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in the North East.

Salary trend for ETL in the North East

ETL
Salary Histogram in the North East

The salary distribution of IT jobs citing ETL in the North East over the 3 months to 28 June 2017.

Salary histogram for ETL in the North East

ETL
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the North East region over the 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Tyne and Wear +17 2 £56,250 +2.27%
ETL
England

For the 6 months to 28 June 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North East region with a requirement for ETL.

1 4 (57.14%) SQL
1 4 (57.14%) Data Warehouse
2 3 (42.86%) Data Modelling
2 3 (42.86%) Business Intelligence
2 3 (42.86%) Analytics
2 3 (42.86%) Data Analysis
3 2 (28.57%) Big Data
3 2 (28.57%) Data Structures
3 2 (28.57%) Oracle BI EE
3 2 (28.57%) Data Migration
3 2 (28.57%) Data Mapping
3 2 (28.57%) Data Integration
3 2 (28.57%) Migration
3 2 (28.57%) PL/SQL
3 2 (28.57%) Data Management
3 2 (28.57%) Star Schema
3 2 (28.57%) Oracle
3 2 (28.57%) ETL Development
3 2 (28.57%) Data Analytics
4 1 (14.29%) Translating Business Requirements
4 1 (14.29%) Data Acquisition
4 1 (14.29%) WebLogic
4 1 (14.29%) UML
4 1 (14.29%) OO
4 1 (14.29%) Python
4 1 (14.29%) Microsoft Excel
4 1 (14.29%) C#
4 1 (14.29%) C++
4 1 (14.29%) Perl
4 1 (14.29%) PHP

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 (14.29%) Apache Pig
1 1 (14.29%) Apache Spark
1 1 (14.29%) WebLogic
Applications
1 1 (14.29%) Microsoft Excel
1 1 (14.29%) Spreadsheet
Business Applications
1 1 (14.29%) Dynamics GP
Communications & Networking
1 1 (14.29%) Internet
Database & Business Intelligence
1 4 (57.14%) Data Warehouse
2 2 (28.57%) Big Data
2 2 (28.57%) Oracle BI EE
2 2 (28.57%) Star Schema
3 1 (14.29%) Apache Hive
3 1 (14.29%) Hadoop
3 1 (14.29%) HBase
3 1 (14.29%) Sqoop
Development Applications
1 1 (14.29%) Jenkins
1 1 (14.29%) JIRA
General
1 1 (14.29%) Automotive
1 1 (14.29%) Finance
1 1 (14.29%) Telecoms
Job Titles
1 3 (42.86%) Developer
2 2 (28.57%) Data Warehouse Developer
3 1 (14.29%) Data Migration Specialist
3 1 (14.29%) Designer
3 1 (14.29%) DevOps Engineer
3 1 (14.29%) ETL Developer
3 1 (14.29%) Migration Specialist
3 1 (14.29%) Oracle Data Warehouse Developer
3 1 (14.29%) Oracle Developer
3 1 (14.29%) Solutions Designer
Libraries, Frameworks & Software Standards
1 1 (14.29%) Kafka
Miscellaneous
1 2 (28.57%) Data Structures
2 1 (14.29%) Management Information System
2 1 (14.29%) NHS
Processes & Methodologies
1 3 (42.86%) Analytics
1 3 (42.86%) Business Intelligence
1 3 (42.86%) Data Analysis
1 3 (42.86%) Data Modelling
2 2 (28.57%) Data Analytics
2 2 (28.57%) Data Integration
2 2 (28.57%) Data Management
2 2 (28.57%) Data Mapping
2 2 (28.57%) Data Migration
2 2 (28.57%) ETL Development
2 2 (28.57%) Migration
3 1 (14.29%) Data Acquisition
3 1 (14.29%) Data Governance
3 1 (14.29%) Information Security
3 1 (14.29%) Machine Learning
3 1 (14.29%) MapReduce
3 1 (14.29%) Open Source
3 1 (14.29%) Test Automation
3 1 (14.29%) Translating Business Requirements
3 1 (14.29%) Visualisation
Programming Languages
1 4 (57.14%) SQL
2 2 (28.57%) PL/SQL
3 1 (14.29%) C#
3 1 (14.29%) C++
3 1 (14.29%) Perl
3 1 (14.29%) PHP
3 1 (14.29%) Python
3 1 (14.29%) Ruby
3 1 (14.29%) Tcl
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
1 1 (14.29%) QA
System Software
1 1 (14.29%) HDFS
Systems Management
1 1 (14.29%) Oozie
Vendors
1 2 (28.57%) Oracle
2 1 (14.29%) Alteryx
2 1 (14.29%) HP
2 1 (14.29%) Tableau