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 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / North East
Rank 66 59 70
Rank change year-on-year -7 +11  
Permanent jobs citing ETL 5 19 9
As % of all permanent IT jobs advertised in the North East 0.79% 2.93% 1.24%
As % of the Processes & Methodologies category 0.91% 3.27% 1.43%
Number of salaries quoted 4 14 9
Median salary £44,500 £37,291 £44,500
Median salary % change year-on-year +19.33% -16.19%  
90% offered a salary of more than £38,505 £32,500 £31,432
10% offered a salary of more than £60,750 £45,000 £55,000
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 552 581 630
As % of all permanent IT job vacancies advertised in the North East 87.48% 89.66% 87.02%
Number of salaries quoted 505 495 543
Median salary £37,500 £40,000 £37,500
Median salary % change year-on-year -6.25% +6.66%  
90% offered a salary of more than £25,000 £25,000 £27,500
10% offered a salary of more than £47,500 £61,215 £57,500
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

The job posting trend of jobs advertised in the North East citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 27 March 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 27 March 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 +9 4 £44,500 +27.14% 1
Durham -3 1 - - 1
ETL
England

ETL
Top 30 Related IT Skills in the North East

For the 6 months to 27 March 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 10 (58.82%) SQL
2 9 (52.94%) SQL Server
2 9 (52.94%) Data Warehouse
2 9 (52.94%) Business Intelligence
2 9 (52.94%) SQL Server Integration Services
3 8 (47.06%) Windows
3 8 (47.06%) Windows Server 2012
4 7 (41.18%) Microsoft
4 7 (41.18%) SQL Server Reporting Services
5 6 (35.29%) Analytics
6 5 (29.41%) Analytical Skills
6 5 (29.41%) SQL Server 2014
6 5 (29.41%) Microsoft Analysis Services
6 5 (29.41%) SQL Server Analysis Services
6 5 (29.41%) Dimensional Modelling
6 5 (29.41%) Team Foundation Server
7 4 (23.53%) Data Analysis
7 4 (23.53%) Data Modelling
8 3 (17.65%) SAS
8 3 (17.65%) T-SQL
8 3 (17.65%) Windows Server
8 3 (17.65%) ETL Development
8 3 (17.65%) Big Data
8 3 (17.65%) Continuous Improvement
9 2 (11.76%) High Availability
9 2 (11.76%) Statistical Modelling
9 2 (11.76%) Data Analytics
9 2 (11.76%) SQL Server 2012
9 2 (11.76%) Translating Business Requirements
9 2 (11.76%) Case Management

ETL
Top Related 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 3 (17.65%) SAS
2 2 (11.76%) IIS
3 1 (5.88%) Apache Pig
3 1 (5.88%) Apache Spark
3 1 (5.88%) SharePoint
3 1 (5.88%) WebLogic
Cloud Services
1 2 (11.76%) Amazon AWS
1 2 (11.76%) Microsoft Azure
Communications & Networking
1 1 (5.88%) Internet
Database & Business Intelligence
1 9 (52.94%) Data Warehouse
1 9 (52.94%) SQL Server
1 9 (52.94%) SQL Server Integration Services
2 7 (41.18%) SQL Server Reporting Services
3 5 (29.41%) Microsoft Analysis Services
3 5 (29.41%) SQL Server 2014
3 5 (29.41%) SQL Server Analysis Services
4 3 (17.65%) Big Data
5 2 (11.76%) Oracle BI EE
5 2 (11.76%) SQL Server 2012
5 2 (11.76%) Star Schema
6 1 (5.88%) Apache Hive
6 1 (5.88%) Hadoop
6 1 (5.88%) HBase
6 1 (5.88%) Sqoop
Development Applications
1 5 (29.41%) Team Foundation Server
General
1 2 (11.76%) Telecoms
Job Titles
1 8 (47.06%) Developer
2 3 (17.65%) Analyst
2 3 (17.65%) Business Intelligence Developer
2 3 (17.65%) Data Warehouse Developer
3 2 (11.76%) Architect
3 2 (11.76%) Credit Analyst
3 2 (11.76%) Credit Risk Analyst
3 2 (11.76%) Data Architect
3 2 (11.76%) DBA
3 2 (11.76%) Junior
3 2 (11.76%) Junior Architect
3 2 (11.76%) Junior Data Architect
3 2 (11.76%) Risk Analyst
3 2 (11.76%) Senior Analyst
3 2 (11.76%) Senior Credit Risk Analyst
3 2 (11.76%) Senior Risk Analyst
3 2 (11.76%) SQL DBA
3 2 (11.76%) SQL Server DBA
4 1 (5.88%) Applications Support Analyst
4 1 (5.88%) Oracle Developer
Libraries, Frameworks & Software Standards
1 1 (5.88%) Kafka
Miscellaneous
1 5 (29.41%) Analytical Skills
2 2 (11.76%) Clustering
2 2 (11.76%) Credit Risk
3 1 (5.88%) Data Structures
3 1 (5.88%) Management Information System
3 1 (5.88%) NHS
Operating Systems
1 8 (47.06%) Windows
1 8 (47.06%) Windows Server 2012
2 3 (17.65%) Windows Server
3 1 (5.88%) Windows Server 2003
Processes & Methodologies
1 9 (52.94%) Business Intelligence
2 6 (35.29%) Analytics
3 5 (29.41%) Dimensional Modelling
4 4 (23.53%) Data Analysis
4 4 (23.53%) Data Modelling
5 3 (17.65%) Continuous Improvement
5 3 (17.65%) ETL Development
6 2 (11.76%) Case Management
6 2 (11.76%) Credit Risk Management
6 2 (11.76%) Data Analytics
6 2 (11.76%) Data Integration
6 2 (11.76%) Data Mapping
6 2 (11.76%) High Availability
6 2 (11.76%) Risk Management
6 2 (11.76%) Stakeholder Management
6 2 (11.76%) Statistical Modelling
6 2 (11.76%) Supplier Management
6 2 (11.76%) Systems Analysis
6 2 (11.76%) Translating Business Requirements
6 2 (11.76%) Workflow
Programming Languages
1 10 (58.82%) SQL
2 3 (17.65%) T-SQL
3 2 (11.76%) PL/SQL
4 1 (5.88%) PowerShell
Qualifications
1 1 (5.88%) SAS Certification
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
System Software
1 2 (11.76%) Active Directory
2 1 (5.88%) HDFS
Systems Management
1 1 (5.88%) Oozie
Vendors
1 7 (41.18%) Microsoft
2 2 (11.76%) Oracle
3 1 (5.88%) HP