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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Scotland / Edinburgh
Rank 66 30 69
Rank change year-on-year
-36 +39
Permanent jobs citing ETL 27 72 38
As % of all permanent IT jobs located in Edinburgh 2.41% 5.80% 2.78%
As % of the Processes & Methodologies category 2.61% 6.36% 3.15%
Number of salaries quoted 24 47 30
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 £35,450 £37,500 £40,000
10% offered a salary of more than £77,500 £55,000 £65,250
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

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
1034 1132 1205
As % of all permanent IT jobs located in Edinburgh 92.40% 91.22% 88.15%
Number of salaries quoted 688 764 741
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 £33,000 £32,500
10% offered a salary of more than £71,500 £60,000 £65,000
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 20 February 2017.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 20 February 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 (74.47%) Finance
2 30 (63.83%) Oracle
3 22 (46.81%) Business Intelligence
4 18 (38.30%) SQL Server
5 16 (34.04%) Data Modelling
6 15 (31.91%) SQL
6 15 (31.91%) Relational Database
7 14 (29.79%) Project Management
8 13 (27.66%) ERwin
8 13 (27.66%) Data Warehouse
8 13 (27.66%) Microsoft
8 13 (27.66%) Teradata
8 13 (27.66%) Analytical Skills
9 12 (25.53%) T-SQL
9 12 (25.53%) MS Excel
9 12 (25.53%) SQL Server Reporting Services
9 12 (25.53%) SQL Server Integration Services
10 11 (23.40%) Team Foundation Server
10 11 (23.40%) Informatica
11 10 (21.28%) DB2
11 10 (21.28%) Integration Testing
11 10 (21.28%) Performance Tuning
11 10 (21.28%) SQL Server 2012
11 10 (21.28%) Tableau
11 10 (21.28%) System Integration Testing
12 9 (19.15%) Infrastructure Management
13 8 (17.02%) Analytics
13 8 (17.02%) Pega
13 8 (17.02%) Apache Hive
13 8 (17.02%) Hadoop

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 5 (10.64%) Apache Spark
2 3 (6.38%) Oracle SOA Suite
3 1 (2.13%) SAS
Applications
1 12 (25.53%) MS Excel
Business Applications
1 2 (4.26%) Cognos Business Intelligence
Cloud Services
1 1 (2.13%) SaaS
Database & Business Intelligence
1 18 (38.30%) SQL Server
2 15 (31.91%) Relational Database
3 13 (27.66%) Data Warehouse
4 12 (25.53%) SQL Server Integration Services
4 12 (25.53%) SQL Server Reporting Services
5 10 (21.28%) DB2
5 10 (21.28%) SQL Server 2012
6 8 (17.02%) Apache Hive
6 8 (17.02%) Data Mart
6 8 (17.02%) Hadoop
7 7 (14.89%) HBase
7 7 (14.89%) RDBMS
8 5 (10.64%) Oracle Database
9 4 (8.51%) BusinessObjects
9 4 (8.51%) Oracle Reports
10 2 (4.26%) BusinessObjects Web Intelligence
10 2 (4.26%) Cognos Analysis Studio
10 2 (4.26%) MS Access
10 2 (4.26%) Oracle Database 11g
10 2 (4.26%) PowerCenter
Development Applications
1 13 (27.66%) ERwin
2 11 (23.40%) Team Foundation Server
3 3 (6.38%) Oracle Forms
4 1 (2.13%) Cucumber
4 1 (2.13%) HP UFT
4 1 (2.13%) PVCS
4 1 (2.13%) Selenium
4 1 (2.13%) Talend Open Studio
4 1 (2.13%) Visual Studio
General
1 35 (74.47%) Finance
2 6 (12.77%) Retail
3 5 (10.64%) Banking
4 3 (6.38%) Retail Banking
5 2 (4.26%) Billing
5 2 (4.26%) Games
6 1 (2.13%) Telecoms
Job Titles
1 19 (40.43%) Developer
2 13 (27.66%) SQL Developer
3 11 (23.40%) Business Intelligence Developer
4 10 (21.28%) SQL BI Developer
4 10 (21.28%) SQL Server BI Developer
4 10 (21.28%) SQL Server Developer
4 10 (21.28%) SSIS Developer
5 9 (19.15%) SSRS Developer
6 8 (17.02%) Data Modeller
7 7 (14.89%) Architect
7 7 (14.89%) Data Architect
8 5 (10.64%) Analyst
8 5 (10.64%) Senior Architect
8 5 (10.64%) Senior Data Architect
9 4 (8.51%) Oracle Developer
10 3 (6.38%) Infrastructure Manager
10 3 (6.38%) Infrastructure Project Manager
10 3 (6.38%) Project Manager
10 3 (6.38%) Senior Developer
11 2 (4.26%) Consultant
Libraries, Frameworks & Software Standards
1 5 (10.64%) Kafka
2 3 (6.38%) .NET
3 2 (4.26%) REST
Miscellaneous
1 13 (27.66%) Analytical Skills
2 4 (8.51%) Taxonomies
3 3 (6.38%) Computer Science
4 2 (4.26%) Driving Licence
4 2 (4.26%) Fintech
Operating Systems
1 3 (6.38%) Unix
2 2 (4.26%) Linux
Processes & Methodologies
1 22 (46.81%) Business Intelligence
2 16 (34.04%) Data Modelling
3 14 (29.79%) Project Management
4 10 (21.28%) Integration Testing
4 10 (21.28%) Performance Tuning
4 10 (21.28%) System Integration Testing
5 9 (19.15%) Infrastructure Management
6 8 (17.02%) Analytics
6 8 (17.02%) ETL Development
7 5 (10.64%) Agile Software Development
7 5 (10.64%) Data Security
7 5 (10.64%) Enterprise Architecture
8 4 (8.51%) Data Architecture
8 4 (8.51%) Data Management
8 4 (8.51%) Master Data Management
8 4 (8.51%) Ontologies
9 3 (6.38%) Data Integration
9 3 (6.38%) Machine Learning
9 3 (6.38%) SOA
9 3 (6.38%) Validation
Programming Languages
1 15 (31.91%) SQL
2 12 (25.53%) T-SQL
3 8 (17.02%) PL/SQL
4 3 (6.38%) C#
4 3 (6.38%) Perl
5 2 (4.26%) Java
6 1 (2.13%) Shell Script
Qualifications
1 3 (6.38%) Degree
2 1 (2.13%) Security Cleared
Quality Assurance & Compliance
1 1 (2.13%) Data Quality
1 1 (2.13%) QA
Vendors
1 30 (63.83%) Oracle
2 13 (27.66%) Microsoft
2 13 (27.66%) Teradata
3 11 (23.40%) Informatica
4 10 (21.28%) Tableau
5 8 (17.02%) Pega
6 5 (10.64%) IBM
7 2 (4.26%) Cloudera
7 2 (4.26%) Cognos
8 1 (2.13%) MicroStrategy
8 1 (2.13%) Talend
Edinburgh, Midlothian
Resource Management
Salary: £36000 - £50000 per annum + bonus + benefits
Posted: 14 hours ago
Edinburgh, Midlothian
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 6 days ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £35000.00 per annum
Posted: 6 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £50000.00 per annum
Posted: 18 days ago
Edinburgh
Cathcart Associates
Salary: £30000 - £43000 per annum + Benefits
Posted: 27 days ago
Edinburgh
TDA Group
Salary: £45000 - £55000 per annum + Bonus
Posted: 11 days ago