Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > North East
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 88 101 99
Rank change year-on-year +13 -2 -24
Permanent jobs citing ETL 20 17 24
As % of all permanent IT jobs advertised in the North East 1.43% 1.12% 1.55%
As % of the Processes & Methodologies category 1.64% 1.32% 1.74%
Number of salaries quoted 18 16 17
North East median annual salary £41,250 £40,000 £35,184
Median salary % change year-on-year +3.13% +13.69% -12.04%
10th Percentile £32,500 £32,000 £28,250
90th Percentile £60,000 £55,000 £59,000
England median annual salary £50,000 £52,500 £52,000
% change year-on-year -4.76% +0.96% -0.95%

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 1217 1284 1378
As % of all permanent IT jobs advertised in the North East 87.05% 84.42% 88.96%
Number of salaries quoted 1048 1079 1186
North East median annual salary £40,000 £40,000 £40,000
10th Percentile £24,175 £25,700 £25,000
90th Percentile £61,250 £60,000 £57,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 23 November 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 6 months to 23 November 2017. 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 +16 12 £45,000 - 5
Durham -14 8 £35,250 +2.17% 3
ETL
England

For the 6 months to 23 November 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 16 (80.00%) SQL
2 15 (75.00%) Business Intelligence
3 13 (65.00%) Data Warehouse
4 11 (55.00%) SQL Server Reporting Services
4 11 (55.00%) SQL Server Integration Services
5 10 (50.00%) SQL Server
5 10 (50.00%) SQL Server Analysis Services
6 8 (40.00%) Microsoft
7 6 (30.00%) T-SQL
7 6 (30.00%) Finance
7 6 (30.00%) Power BI
8 5 (25.00%) Advertising
9 4 (20.00%) Microsoft Excel
9 4 (20.00%) SQL Server 2014
9 4 (20.00%) SQL Server 2016
9 4 (20.00%) Greenfield Project
9 4 (20.00%) Microsoft Azure
9 4 (20.00%) Tableau
9 4 (20.00%) Data Quality
10 3 (15.00%) Azure SQL Database
10 3 (15.00%) Jenkins
10 3 (15.00%) Alteryx
10 3 (15.00%) DevOps
10 3 (15.00%) Translating Business Requirements
10 3 (15.00%) Oracle
10 3 (15.00%) OO
10 3 (15.00%) OLAP
10 3 (15.00%) C#
10 3 (15.00%) C++
10 3 (15.00%) Perl

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 2 (10.00%) SharePoint
2 1 (5.00%) BizTalk Server
2 1 (5.00%) SharePoint 2010
2 1 (5.00%) SharePoint 2013
Applications
1 4 (20.00%) Microsoft Excel
2 2 (10.00%) Spreadsheet
3 1 (5.00%) MS Visio
Business Applications
1 2 (10.00%) Dynamics GP
2 1 (5.00%) Dynamics AX
2 1 (5.00%) Oracle Financials
Cloud Services
1 4 (20.00%) Microsoft Azure
Communications & Networking
1 2 (10.00%) SMS
Database & Business Intelligence
1 13 (65.00%) Data Warehouse
2 11 (55.00%) SQL Server Integration Services
2 11 (55.00%) SQL Server Reporting Services
3 10 (50.00%) SQL Server
3 10 (50.00%) SQL Server Analysis Services
4 6 (30.00%) Power BI
5 4 (20.00%) SQL Server 2014
5 4 (20.00%) SQL Server 2016
6 3 (15.00%) Azure SQL Database
6 3 (15.00%) OLAP
6 3 (15.00%) QlikView
7 2 (10.00%) BusinessObjects
7 2 (10.00%) Relational Database
8 1 (5.00%) Oracle BI EE
8 1 (5.00%) Oracle Database
8 1 (5.00%) Oracle Database 11g
8 1 (5.00%) Oracle OLAP
8 1 (5.00%) Qlik Sense
8 1 (5.00%) SQL Server 2008
8 1 (5.00%) SSDT
Development Applications
1 3 (15.00%) Jenkins
1 3 (15.00%) JIRA
2 2 (10.00%) SQL Server Management Studio (SSMS)
3 1 (5.00%) Oracle APEX
3 1 (5.00%) Oracle Forms
3 1 (5.00%) Team Foundation Server
3 1 (5.00%) Visual Studio
General
1 6 (30.00%) Finance
2 5 (25.00%) Advertising
3 3 (15.00%) Automotive
Job Titles
1 11 (55.00%) Developer
2 10 (50.00%) Business Intelligence Developer
3 4 (20.00%) Microsoft BI Developer
3 4 (20.00%) Microsoft Developer
4 3 (15.00%) Business Developer
4 3 (15.00%) DevOps Engineer
5 2 (10.00%) Analyst
5 2 (10.00%) Business Intelligence Analyst
5 2 (10.00%) Data Integration Developer
5 2 (10.00%) Data Migration Specialist
5 2 (10.00%) Integration Developer
5 2 (10.00%) Migration Specialist
5 2 (10.00%) SSAS Developer
5 2 (10.00%) SSIS Developer
6 1 (5.00%) Business Intelligence Data Analyst
6 1 (5.00%) Consultant
6 1 (5.00%) Designer
6 1 (5.00%) MI Developer
6 1 (5.00%) SQL BI Developer
6 1 (5.00%) SSRS Developer
Miscellaneous
1 4 (20.00%) Greenfield Project
2 2 (10.00%) Analytical Skills
2 2 (10.00%) Data Structures
2 2 (10.00%) Management Information System
3 1 (5.00%) Algorithms
3 1 (5.00%) Tandem
Operating Systems
1 1 (5.00%) Windows
1 1 (5.00%) Windows Server 2012
Processes & Methodologies
1 15 (75.00%) Business Intelligence
2 3 (15.00%) Configuration Management
2 3 (15.00%) DevOps
2 3 (15.00%) OO
2 3 (15.00%) Translating Business Requirements
3 2 (10.00%) Data Integration
3 2 (10.00%) Data Migration
3 2 (10.00%) Migration
3 2 (10.00%) Test Automation
3 2 (10.00%) User Acceptance Testing
4 1 (5.00%) Change Management
4 1 (5.00%) Dashboard Development
4 1 (5.00%) Data Modelling
4 1 (5.00%) Data Transformation
4 1 (5.00%) Dimensional Modelling
4 1 (5.00%) ERP
4 1 (5.00%) ITIL
4 1 (5.00%) Mentoring
4 1 (5.00%) Performance Tuning
4 1 (5.00%) Project Management
Programming Languages
1 16 (80.00%) SQL
2 6 (30.00%) T-SQL
3 3 (15.00%) C#
3 3 (15.00%) C++
3 3 (15.00%) Perl
3 3 (15.00%) PHP
3 3 (15.00%) Python
3 3 (15.00%) Ruby
3 3 (15.00%) Tcl
4 1 (5.00%) PL/SQL
4 1 (5.00%) X++
Qualifications
1 1 (5.00%) CIMA
1 1 (5.00%) Degree
Quality Assurance & Compliance
1 4 (20.00%) Data Quality
2 3 (15.00%) QA
Vendors
1 8 (40.00%) Microsoft
2 4 (20.00%) Tableau
3 3 (15.00%) Alteryx
3 3 (15.00%) Oracle
4 1 (5.00%) SAP