Period
to 19 June 2019

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 6 months to 19 June 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > North East
6 months to
19 Jun 2019
Same period 2018 Same period 2017
Rank 69 108 100
Rank change year-on-year +39 -8 -16
Permanent jobs citing ETL 34 19 7
As % of all permanent IT jobs advertised in the North East 2.71% 1.13% 0.58%
As % of the Processes & Methodologies category 2.92% 1.22% 0.63%
Number of salaries quoted 29 15 12
North East median annual salary £37,500 £40,000 £67,500
Median salary % change year-on-year -6.25% -40.74% +62.65%
10th Percentile £30,000 £32,050 £40,200
90th Percentile £49,670 £75,000 £68,750
England median annual salary £55,000 £54,500 £50,000
% change year-on-year +0.92% +9.00% -4.76%

ETL is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
North East
Permanent vacancies with a requirement for process or methodology skills 1,165 1,556 1,115
As % of all permanent IT jobs advertised in the North East 92.90% 92.29% 92.38%
Number of salaries quoted 879 1,294 1,006
North East median annual salary £40,000 £40,000 £36,500
Median salary % change year-on-year - +9.59% -2.67%
10th Percentile £25,750 £22,500 £22,500
90th Percentile £60,692 £62,500 £53,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +4.17%

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 6 months to 19 June 2019.

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 6 months to 19 June 2019. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Tyne and Wear +27 22 £37,500 -3.23% 2
Durham - 10 £35,686 -
ETL
England

For the 6 months to 19 June 2019, IT 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 permanent job ads across the North East region with a requirement for ETL.

1 24 (70.59%) SQL
2 23 (67.65%) SQL Server Integration Services
3 19 (55.88%) SQL Server
4 16 (47.06%) Business Intelligence
5 13 (38.24%) Oracle
6 12 (35.29%) Agile Software Development
7 11 (32.35%) SQL Server Reporting Services
8 10 (29.41%) T-SQL
8 10 (29.41%) Power BI
8 10 (29.41%) Power Platform
9 9 (26.47%) Big Data
9 9 (26.47%) Microsoft
9 9 (26.47%) Data Warehouse
9 9 (26.47%) Data Analysis
10 8 (23.53%) SQL Server Analysis Services
10 8 (23.53%) Management Information System
10 8 (23.53%) Analytics
10 8 (23.53%) Mentoring
11 7 (20.59%) Coaching
12 6 (17.65%) DevOps
12 6 (17.65%) Finance
12 6 (17.65%) Data Integration
13 5 (14.71%) SQL Server 2008
13 5 (14.71%) Scala
13 5 (14.71%) Hadoop
13 5 (14.71%) Apache Hive
13 5 (14.71%) MongoDB
13 5 (14.71%) Apache Cassandra
13 5 (14.71%) NoSQL
13 5 (14.71%) HBase

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 5 (14.71%) Apache Spark
2 1 (2.94%) SharePoint
2 1 (2.94%) SharePoint 2010
2 1 (2.94%) SharePoint 2013
Applications
1 3 (8.82%) Microsoft Excel
Business Applications
1 3 (8.82%) Cognos Controller
1 3 (8.82%) Cognos TM1
1 3 (8.82%) HFM
1 3 (8.82%) Hyperion Planning
1 3 (8.82%) SAP BPC
Cloud Services
1 10 (29.41%) Power Platform
2 5 (14.71%) GitHub
3 4 (11.76%) Office 365
4 3 (8.82%) Microsoft Azure
Database & Business Intelligence
1 23 (67.65%) SQL Server Integration Services
2 19 (55.88%) SQL Server
3 11 (32.35%) SQL Server Reporting Services
4 10 (29.41%) Power BI
5 9 (26.47%) Big Data
5 9 (26.47%) Data Warehouse
6 8 (23.53%) SQL Server Analysis Services
7 5 (14.71%) Apache Cassandra
7 5 (14.71%) Apache Hive
7 5 (14.71%) Hadoop
7 5 (14.71%) HBase
7 5 (14.71%) MongoDB
7 5 (14.71%) NoSQL
7 5 (14.71%) Spark SQL
7 5 (14.71%) SQL Server 2008
7 5 (14.71%) SQL Server 2012
7 5 (14.71%) Sqoop
8 4 (11.76%) Firebird
8 4 (11.76%) InterBase
8 4 (11.76%) PostgreSQL
Development Applications
1 1 (2.94%) Cucumber
1 1 (2.94%) JIRA
1 1 (2.94%) Selenium
1 1 (2.94%) SQL Server Management Studio (SSMS)
General
1 6 (17.65%) Finance
2 4 (11.76%) Publishing
3 2 (5.88%) Retail
4 1 (2.94%) Legal
4 1 (2.94%) Manufacturing
Job Titles
1 9 (26.47%) Analyst
1 9 (26.47%) Developer
2 5 (14.71%) Big Data Engineer
2 5 (14.71%) Data Engineer
2 5 (14.71%) Python Engineer
3 4 (11.76%) Business Intelligence Developer
3 4 (11.76%) DBA
3 4 (11.76%) Senior Data Warehouse Specialist
3 4 (11.76%) SQL Analyst
4 3 (8.82%) Business Intelligence Specialist
4 3 (8.82%) Data Analyst
4 3 (8.82%) Senior Business Intelligence Specialist
4 3 (8.82%) SQL Data Analyst
4 3 (8.82%) SQL Developer
4 3 (8.82%) SQL Server Analyst
5 2 (5.88%) Administrator
5 2 (5.88%) Analyst Developer
5 2 (5.88%) QlikView Analyst
5 2 (5.88%) Senior DBA
5 2 (5.88%) Support Manager
Libraries, Frameworks & Software Standards
1 5 (14.71%) Kafka
1 5 (14.71%) Spark Streaming
2 1 (2.94%) .NET
2 1 (2.94%) ASP.NET
2 1 (2.94%) CSS
2 1 (2.94%) Gherkin
2 1 (2.94%) HTML
2 1 (2.94%) HTML5
2 1 (2.94%) WCF
2 1 (2.94%) Web Services
Miscellaneous
1 8 (23.53%) Management Information System
2 4 (11.76%) NHS
3 3 (8.82%) Analytical Skills
3 3 (8.82%) Clustering
3 3 (8.82%) Replication
4 1 (2.94%) Client/Server
4 1 (2.94%) Cloud Native
4 1 (2.94%) Data Protection Act
4 1 (2.94%) Greenfield Project
Operating Systems
1 5 (14.71%) Unix
2 3 (8.82%) Windows
3 2 (5.88%) Linux
4 1 (2.94%) Windows Server 2003
4 1 (2.94%) Windows Server 2008
4 1 (2.94%) Windows Server 2012
4 1 (2.94%) Windows XP
Processes & Methodologies
1 16 (47.06%) Business Intelligence
2 12 (35.29%) Agile Software Development
3 9 (26.47%) Data Analysis
4 8 (23.53%) Analytics
4 8 (23.53%) Mentoring
5 7 (20.59%) Coaching
6 6 (17.65%) Data Integration
6 6 (17.65%) DevOps
7 5 (14.71%) Data Engineering
7 5 (14.71%) Data Management
7 5 (14.71%) Data Reconciliation
7 5 (14.71%) Data Transformation
7 5 (14.71%) Disaster Recovery
7 5 (14.71%) ERP
7 5 (14.71%) Machine Learning
7 5 (14.71%) Use Case
8 4 (11.76%) Problem-Solving
9 3 (8.82%) Decision-Making
9 3 (8.82%) ITIL
10 2 (5.88%) Change Management
Programming Languages
1 24 (70.59%) SQL
2 10 (29.41%) T-SQL
3 5 (14.71%) Java
3 5 (14.71%) Python
3 5 (14.71%) Scala
4 3 (8.82%) VBA
5 1 (2.94%) C#
5 1 (2.94%) Delphi
5 1 (2.94%) JavaScript
5 1 (2.94%) PowerShell
Qualifications
1 3 (8.82%) ITIL Certification
2 1 (2.94%) Degree
2 1 (2.94%) ISEB
2 1 (2.94%) ISTQB
2 1 (2.94%) ISTQB Advanced Certification
2 1 (2.94%) ISTQB Foundation Certification
2 1 (2.94%) Numerate Degree
Quality Assurance & Compliance
1 1 (2.94%) QA
System Software
1 5 (14.71%) Apache Flume
1 5 (14.71%) HDFS
2 1 (2.94%) VMware Infrastructure
Systems Management
1 5 (14.71%) Oozie
Vendors
1 13 (38.24%) Oracle
2 9 (26.47%) Microsoft
3 5 (14.71%) Cloudera
3 5 (14.71%) Hortonworks
4 4 (11.76%) Tableau
5 3 (8.82%) Cognos
5 3 (8.82%) Hyperion
5 3 (8.82%) Infor
5 3 (8.82%) SAP
5 3 (8.82%) Tagetik
6 1 (2.94%) Guidewire
6 1 (2.94%) VMware