The table below looks at the statistics for ETL skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Scotland / Edinburgh
Rank 67 40 71
Rank change year-on-year
-27 +31
Permanent jobs citing ETL 21 61 36
As % of all permanent IT jobs located in Edinburgh 1.98% 4.79% 2.66%
As % of the Processes & Methodologies category 2.17% 5.23% 3.02%
Number of salaries quoted 17 42 28
Median salary £40,000 £47,500 £44,000
Median salary % change year-on-year
-15.78% +7.95%
90% offered a salary of more than £34,300 £42,500 £39,550
10% offered a salary of more than £75,000 £55,000 £50,000
UK excluding London median salary £45,000 £45,000 £45,000

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
968 1167 1193
As % of all permanent IT jobs located in Edinburgh 91.32% 91.67% 88.17%
Number of salaries quoted 612 792 789
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £35,000 £33,800 £32,500
10% offered a salary of more than £67,500 £61,500 £64,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Edinburgh

ETL
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the Edinburgh region.

ETL Salary Trend in Edinburgh

ETL
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing ETL across the Edinburgh region over the 3 months to 22 January 2017.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 22 January 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 Edinburgh region with a requirement for ETL.

1 35 (72.92%) Finance
2 33 (68.75%) Oracle
3 24 (50.00%) Data Warehouse
4 22 (45.83%) Informatica
5 19 (39.58%) Data Modelling
6 15 (31.25%) Performance Tuning
6 15 (31.25%) Relational Database
6 15 (31.25%) Analytical Skills
7 14 (29.17%) SQL
7 14 (29.17%) DB2
8 13 (27.08%) ERwin
8 13 (27.08%) Teradata
8 13 (27.08%) ETL Development
8 13 (27.08%) Infrastructure Management
8 13 (27.08%) Data Mart
8 13 (27.08%) Pega
9 12 (25.00%) Business Intelligence
10 11 (22.92%) Project Management
11 10 (20.83%) Microsoft
11 10 (20.83%) Agile Software Development
12 9 (18.75%) Retail
12 9 (18.75%) Perl
12 9 (18.75%) PL/SQL
12 9 (18.75%) Hadoop
12 9 (18.75%) Apache Hive
13 8 (16.67%) HBase
13 8 (16.67%) Team Foundation Server
13 8 (16.67%) SQL Server
13 8 (16.67%) MS Excel
14 7 (14.58%) T-SQL

ETL
Top Related IT Skills in Edinburgh 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 (2.08%) SAS
Applications
1 8 (16.67%) MS Excel
Business Applications
1 1 (2.08%) Cognos Business Intelligence
Cloud Services
1 4 (8.33%) SaaS
Database & Business Intelligence
1 24 (50.00%) Data Warehouse
2 15 (31.25%) Relational Database
3 14 (29.17%) DB2
4 13 (27.08%) Data Mart
5 9 (18.75%) Apache Hive
5 9 (18.75%) Hadoop
6 8 (16.67%) HBase
6 8 (16.67%) SQL Server
7 7 (14.58%) SQL Server Integration Services
7 7 (14.58%) SQL Server Reporting Services
8 6 (12.50%) Oracle Reports
8 6 (12.50%) SQL Server 2012
9 5 (10.42%) PowerCenter
10 4 (8.33%) Big Data
10 4 (8.33%) BusinessObjects
10 4 (8.33%) MongoDB
10 4 (8.33%) OLAP
10 4 (8.33%) Oracle Database
10 4 (8.33%) Oracle OLAP
11 2 (4.17%) MS Access
Development Applications
1 13 (27.08%) ERwin
2 8 (16.67%) Team Foundation Server
3 2 (4.17%) Cucumber
3 2 (4.17%) HP UFT
3 2 (4.17%) Selenium
4 1 (2.08%) Oracle Forms
4 1 (2.08%) PVCS
4 1 (2.08%) Talend Open Studio
General
1 35 (72.92%) Finance
2 9 (18.75%) Retail
3 6 (12.50%) Banking
4 5 (10.42%) Games
5 4 (8.33%) Telecoms
6 3 (6.25%) Retail Banking
7 2 (4.17%) Billing
Job Titles
1 13 (27.08%) Data Modeller
2 12 (25.00%) Developer
3 7 (14.58%) Architect
3 7 (14.58%) Business Intelligence Developer
3 7 (14.58%) SQL Developer
4 6 (12.50%) SQL BI Developer
4 6 (12.50%) SQL Server BI Developer
4 6 (12.50%) SQL Server Developer
4 6 (12.50%) SSIS Developer
5 5 (10.42%) Analyst
5 5 (10.42%) Data Architect
5 5 (10.42%) Data Engineer
5 5 (10.42%) SSRS Developer
6 3 (6.25%) Infrastructure Manager
6 3 (6.25%) Infrastructure Project Manager
6 3 (6.25%) Project Manager
7 2 (4.17%) Oracle Developer
7 2 (4.17%) Solutions Architect
7 2 (4.17%) Team Leader
7 2 (4.17%) Test Team Leader
Libraries, Frameworks & Software Standards
1 5 (10.42%) REST
2 1 (2.08%) .NET
Miscellaneous
1 15 (31.25%) Analytical Skills
2 2 (4.17%) Data Integration
3 1 (2.08%) Driving Licence
3 1 (2.08%) Fintech
3 1 (2.08%) Visualisation
Operating Systems
1 6 (12.50%) Unix
2 5 (10.42%) Linux
Processes & Methodologies
1 19 (39.58%) Data Modelling
2 15 (31.25%) Performance Tuning
3 13 (27.08%) ETL Development
3 13 (27.08%) Infrastructure Management
4 12 (25.00%) Business Intelligence
5 11 (22.92%) Project Management
6 10 (20.83%) Agile Software Development
7 6 (12.50%) Data Architecture
7 6 (12.50%) Integration Testing
7 6 (12.50%) System Integration Testing
8 4 (8.33%) Analytics
8 4 (8.33%) Data Governance
8 4 (8.33%) High Availability
8 4 (8.33%) Kanban
8 4 (8.33%) Logical Data Model
8 4 (8.33%) Physical Data Model
8 4 (8.33%) Scrum
8 4 (8.33%) Software Engineering
9 2 (4.17%) Software Testing
9 2 (4.17%) Test Management
Programming Languages
1 14 (29.17%) SQL
2 9 (18.75%) Perl
2 9 (18.75%) PL/SQL
3 7 (14.58%) T-SQL
4 4 (8.33%) Shell Script
5 1 (2.08%) C#
5 1 (2.08%) Java
Qualifications
1 1 (2.08%) Security Cleared
Quality Assurance & Compliance
1 2 (4.17%) QA
2 1 (2.08%) Data Quality
Vendors
1 33 (68.75%) Oracle
2 22 (45.83%) Informatica
3 13 (27.08%) Pega
3 13 (27.08%) Teradata
4 10 (20.83%) Microsoft
5 6 (12.50%) Tableau
6 5 (10.42%) Cloudera
7 1 (2.08%) Cognos
7 1 (2.08%) MicroStrategy
7 1 (2.08%) Talend
Edinburgh, Midlothian
Monarch Recruitment
Salary: £30000 - £55000 per annum
Posted: 2 days ago
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: £40000 - £55000 per annum + Benefits
Posted: 3 days ago
Edinburgh, Midlothian
Resource Management
Salary: £35000 - £45000 per annum + bonus + benefits
Posted: 5 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £60000.00 per annum
Posted: 16 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 5 days ago
Edinburgh
TDA Group
Salary: £45000 - £55000 per annum + Bonus
Posted: 11 days ago