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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 67 48 82
Rank change year-on-year
-19 +34
Permanent jobs citing ETL 21 60 30
As % of all permanent IT jobs located in Edinburgh 1.89% 4.17% 2.03%
As % of the Processes & Methodologies category 2.08% 4.59% 2.26%
Number of salaries quoted 19 42 18
Median salary £60,000 £46,250 £45,000
Median salary % change year-on-year
+29.72% +2.77%
90% offered a salary of more than £40,000 £32,850 £38,500
10% offered a salary of more than £75,000 £47,500 £51,500
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Scotland

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
1012 1306 1326
As % of all permanent IT jobs located in Edinburgh 91.01% 90.76% 89.78%
Number of salaries quoted 652 808 893
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £34,000 £32,500 £30,000
10% offered a salary of more than £71,500 £60,000 £62,500
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 6 December 2016.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 6 December 2016, 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 50 (76.92%) Finance
2 43 (66.15%) Oracle
3 39 (60.00%) Data Warehouse
4 33 (50.77%) Informatica
5 28 (43.08%) Data Modelling
6 22 (33.85%) Data Architecture
7 20 (30.77%) Hadoop
7 20 (30.77%) Apache Hive
7 20 (30.77%) HBase
7 20 (30.77%) Perl
7 20 (30.77%) Agile Software Development
8 18 (27.69%) SQL
8 18 (27.69%) Relational Database
9 17 (26.15%) Project Management
9 17 (26.15%) Retail
10 16 (24.62%) Banking
11 15 (23.08%) Performance Tuning
12 14 (21.54%) DB2
12 14 (21.54%) OLAP
13 13 (20.00%) ERwin
13 13 (20.00%) Data Mart
13 13 (20.00%) Teradata
13 13 (20.00%) Infrastructure Management
13 13 (20.00%) Analytical Skills
13 13 (20.00%) ETL Development
13 13 (20.00%) Pega
14 11 (16.92%) Games
14 11 (16.92%) Scrum
14 11 (16.92%) Telecoms
14 11 (16.92%) Information Management

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 (1.54%) SAS
Applications
1 4 (6.15%) MS Excel
Business Applications
1 1 (1.54%) Cognos Business Intelligence
Cloud Services
1 9 (13.85%) SaaS
Database & Business Intelligence
1 39 (60.00%) Data Warehouse
2 20 (30.77%) Apache Hive
2 20 (30.77%) Hadoop
2 20 (30.77%) HBase
3 18 (27.69%) Relational Database
4 14 (21.54%) DB2
4 14 (21.54%) OLAP
5 13 (20.00%) Data Mart
6 11 (16.92%) Big Data
6 11 (16.92%) Oracle OLAP
7 9 (13.85%) MongoDB
7 9 (13.85%) Oracle Reports
7 9 (13.85%) PowerCenter
8 6 (9.23%) Oracle Database
9 5 (7.69%) SQL Server
9 5 (7.69%) SQL Server Integration Services
9 5 (7.69%) SQL Server Reporting Services
10 3 (4.62%) Power BI
10 3 (4.62%) QlikView
10 3 (4.62%) SQL Server Analysis Services
Development Applications
1 13 (20.00%) ERwin
2 5 (7.69%) Team Foundation Server
3 4 (6.15%) Cucumber
3 4 (6.15%) HP UFT
3 4 (6.15%) Selenium
4 1 (1.54%) PVCS
4 1 (1.54%) Talend Open Studio
General
1 50 (76.92%) Finance
2 17 (26.15%) Retail
3 16 (24.62%) Banking
4 11 (16.92%) Games
4 11 (16.92%) Telecoms
5 5 (7.69%) Retail Banking
6 2 (3.08%) Billing
Job Titles
1 23 (35.38%) Architect
2 13 (20.00%) Data Modeller
3 12 (18.46%) Data Architect
4 11 (16.92%) Solutions Architect
5 9 (13.85%) Data Engineer
6 5 (7.69%) Developer
6 5 (7.69%) Infrastructure Manager
6 5 (7.69%) Infrastructure Project Manager
6 5 (7.69%) Project Manager
7 4 (6.15%) Hadoop Architect
7 4 (6.15%) Test Leader
8 3 (4.62%) Analyst
8 3 (4.62%) Technical Leader
9 2 (3.08%) Business Intelligence Developer
9 2 (3.08%) Senior Developer
9 2 (3.08%) SQL Developer
9 2 (3.08%) Team Leader
9 2 (3.08%) Test Team Leader
10 1 (1.54%) Oracle Developer
10 1 (1.54%) Senior Test Analyst
Libraries, Frameworks & Software Standards
1 11 (16.92%) REST
2 3 (4.62%) MDX
Miscellaneous
1 13 (20.00%) Analytical Skills
2 2 (3.08%) Data Integration
3 1 (1.54%) Driving Licence
3 1 (1.54%) Visualisation
Operating Systems
1 10 (15.38%) Unix
2 9 (13.85%) Linux
Processes & Methodologies
1 28 (43.08%) Data Modelling
2 22 (33.85%) Data Architecture
3 20 (30.77%) Agile Software Development
4 17 (26.15%) Project Management
5 15 (23.08%) Performance Tuning
6 13 (20.00%) ETL Development
6 13 (20.00%) Infrastructure Management
7 11 (16.92%) Data Governance
7 11 (16.92%) Disruptive Innovation
7 11 (16.92%) Information Management
7 11 (16.92%) Investment Management
7 11 (16.92%) Kanban
7 11 (16.92%) Logical Data Model
7 11 (16.92%) Physical Data Model
7 11 (16.92%) Scrum
7 11 (16.92%) Software Engineering
8 9 (13.85%) High Availability
9 8 (12.31%) Business Intelligence
10 4 (6.15%) Software Testing
10 4 (6.15%) Test Management
Programming Languages
1 20 (30.77%) Perl
2 18 (27.69%) SQL
3 11 (16.92%) Shell Script
4 10 (15.38%) PL/SQL
5 2 (3.08%) T-SQL
Qualifications
1 1 (1.54%) Security Cleared
Quality Assurance & Compliance
1 4 (6.15%) QA
Vendors
1 43 (66.15%) Oracle
2 33 (50.77%) Informatica
3 13 (20.00%) Pega
3 13 (20.00%) Teradata
4 9 (13.85%) Cloudera
5 8 (12.31%) Microsoft
6 4 (6.15%) Tableau
7 1 (1.54%) Cognos
7 1 (1.54%) MicroStrategy
7 1 (1.54%) Talend
Edinburgh, Midlothian
Resource Management
Salary: £35000 - £45000 per annum + bonus + benefits
Posted: 3 days ago
Edinburgh, Midlothian
Lorien Resourcing
Posted: 5 days ago
Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Unspecified
Posted: 6 days ago
Edinburgh
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 18 days ago
Edinburgh
Churchill Frank
Salary: £65000 - £85000 per annum + Bonus & Benefits
Posted: 20 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £55000.00 per annum
Posted: 22 days ago
Edinburgh
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Salary: £40000 - £55000 per annum + Benefits
Posted: 25 days ago