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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 68 59 72
Rank change year-on-year
-9 +13
Permanent jobs citing ETL 27 43 40
As % of all permanent IT jobs located in Edinburgh 2.27% 3.05% 2.50%
As % of the Processes & Methodologies category 2.50% 3.41% 2.84%
Number of salaries quoted 13 32 26
Median salary £55,000 £47,500 £55,000
Median salary % change year-on-year
+15.78% -13.63%
90% offered a salary of more than £38,800 £44,000 £33,500
10% offered a salary of more than £59,200 £59,800 £95,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
1078 1260 1410
As % of all permanent IT jobs located in Edinburgh 90.51% 89.24% 88.24%
Number of salaries quoted 610 778 915
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year
- +2.27%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £70,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 June 2016.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 June 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 (59.52%) Finance
2 43 (51.19%) Data Warehouse
3 34 (40.48%) Business Intelligence
4 32 (38.10%) SQL
4 32 (38.10%) Oracle
5 30 (35.71%) Stakeholder Management
6 27 (32.14%) Agile Software Development
7 26 (30.95%) BusinessObjects
7 26 (30.95%) Cognos
7 26 (30.95%) Data Management
8 25 (29.76%) Banking
8 25 (29.76%) Data Modelling
9 24 (28.57%) Informatica
10 17 (20.24%) SQL Server Integration Services
10 17 (20.24%) QlikView
11 16 (19.05%) SQL Server Analysis Services
11 16 (19.05%) SQL Server Reporting Services
11 16 (19.05%) PowerCenter
12 15 (17.86%) Data Analysis
12 15 (17.86%) Data Architecture
12 15 (17.86%) Oracle Database
12 15 (17.86%) ETL Development
13 14 (16.67%) Oracle ODI
13 14 (16.67%) Visualisation
13 14 (16.67%) Oracle Database 11g
14 13 (15.48%) Oracle Database 10g
14 13 (15.48%) PRINCE2
15 12 (14.29%) PL/SQL
15 12 (14.29%) DataStage
15 12 (14.29%) Enterprise Data 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 10 (11.90%) SAS
2 2 (2.38%) SharePoint
3 1 (1.19%) SharePoint 2010
3 1 (1.19%) SharePoint 2013
Applications
1 6 (7.14%) MS PowerPoint
2 4 (4.76%) MS Excel
3 1 (1.19%) SPSS
Business Applications
1 4 (4.76%) Markit EDM
2 1 (1.19%) Cognos TM1
2 1 (1.19%) Oracle Applications
2 1 (1.19%) Oracle EBS
2 1 (1.19%) Oracle Retail
Cloud Services
1 2 (2.38%) SaaS
2 1 (1.19%) Amazon AWS
2 1 (1.19%) Microsoft Azure
Database & Business Intelligence
1 43 (51.19%) Data Warehouse
2 26 (30.95%) BusinessObjects
3 17 (20.24%) QlikView
3 17 (20.24%) SQL Server Integration Services
4 16 (19.05%) PowerCenter
4 16 (19.05%) SQL Server Analysis Services
4 16 (19.05%) SQL Server Reporting Services
5 15 (17.86%) Oracle Database
6 14 (16.67%) Oracle Database 11g
6 14 (16.67%) Oracle ODI
7 13 (15.48%) Oracle Database 10g
8 12 (14.29%) DataStage
8 12 (14.29%) Hadoop
9 10 (11.90%) BODI
9 10 (11.90%) SQL Server
10 8 (9.52%) Apache Hive
11 7 (8.33%) HBase
11 7 (8.33%) Relational Database
12 6 (7.14%) Big Data
12 6 (7.14%) Oracle BI EE
Development Applications
1 12 (14.29%) Talend Open Studio
2 4 (4.76%) Team Foundation Server
3 3 (3.57%) Cucumber
3 3 (3.57%) HP UFT
3 3 (3.57%) Selenium
4 2 (2.38%) Git (software)
4 2 (2.38%) SQL Server Management Studio (SSMS)
5 1 (1.19%) Subversion
5 1 (1.19%) Toad
5 1 (1.19%) Visual Studio
General
1 50 (59.52%) Finance
2 25 (29.76%) Banking
3 12 (14.29%) Retail
4 5 (5.95%) Games
4 5 (5.95%) Telecoms
5 3 (3.57%) Corporate Banking
6 2 (2.38%) Front Office
6 2 (2.38%) Retail Banking
7 1 (1.19%) Billing
Job Titles
1 27 (32.14%) Consultant
2 26 (30.95%) Developer
3 23 (27.38%) Business Intelligence Consultant
4 16 (19.05%) Architect
5 15 (17.86%) Business Intelligence Developer
6 9 (10.71%) Business Consultant
6 9 (10.71%) Solutions Architect
7 7 (8.33%) Analyst
8 6 (7.14%) Data Architect
9 4 (4.76%) QlikView Developer
9 4 (4.76%) Senior Data Warehouse Specialist
9 4 (4.76%) Senior Developer
9 4 (4.76%) Test Analyst
10 3 (3.57%) Data Integration Specialist
10 3 (3.57%) ETL Consultant
10 3 (3.57%) ETL Developer
10 3 (3.57%) Integration Specialist
10 3 (3.57%) Test Leader
11 2 (2.38%) Technical Analyst
11 2 (2.38%) Technical Specialist
Libraries, Frameworks & Software Standards
1 5 (5.95%) Middleware
1 5 (5.95%) REST
2 2 (2.38%) MDX
3 1 (1.19%) .NET
3 1 (1.19%) ASP.NET
3 1 (1.19%) Web Services
Miscellaneous
1 14 (16.67%) Visualisation
2 10 (11.90%) Analytical Skills
2 10 (11.90%) Data Integration
3 6 (7.14%) Fintech
4 5 (5.95%) Management Information System
5 4 (4.76%) Virtual Team
6 2 (2.38%) Driving Licence
7 1 (1.19%) EPoS
Operating Systems
1 7 (8.33%) Unix
2 4 (4.76%) Linux
3 2 (2.38%) Windows
4 1 (1.19%) AIX
4 1 (1.19%) Windows Server
Processes & Methodologies
1 34 (40.48%) Business Intelligence
2 30 (35.71%) Stakeholder Management
3 27 (32.14%) Agile Software Development
4 26 (30.95%) Data Management
5 25 (29.76%) Data Modelling
6 15 (17.86%) Data Analysis
6 15 (17.86%) Data Architecture
6 15 (17.86%) ETL Development
7 13 (15.48%) PRINCE2
8 12 (14.29%) Asset Management
8 12 (14.29%) Dimensional Modelling
8 12 (14.29%) Enterprise Data Management
9 11 (13.10%) Data Governance
9 11 (13.10%) Project Management
10 8 (9.52%) Disruptive Innovation
10 8 (9.52%) Information Management
10 8 (9.52%) Investment Management
10 8 (9.52%) Software Testing
11 7 (8.33%) Scrum
12 6 (7.14%) Dashboard Development
Programming Languages
1 32 (38.10%) SQL
2 12 (14.29%) PL/SQL
3 9 (10.71%) Perl
4 6 (7.14%) C#
5 5 (5.95%) Shell Script
6 4 (4.76%) Java
7 3 (3.57%) VBA
8 2 (2.38%) T-SQL
9 1 (1.19%) PowerShell
Qualifications
1 12 (14.29%) PRINCE2 Practitioner
1 12 (14.29%) Security Cleared
2 4 (4.76%) ISEB
2 4 (4.76%) ISTQB
2 4 (4.76%) ISTQB Foundation Certification
3 3 (3.57%) Degree
4 1 (1.19%) MCSA
4 1 (1.19%) Microsoft Certification
Quality Assurance & Compliance
1 12 (14.29%) Data Quality
2 4 (4.76%) COBIT
3 3 (3.57%) QA
4 1 (1.19%) ISO 9001
Systems Management
1 1 (1.19%) HP Quality Center
Vendors
1 32 (38.10%) Oracle
2 26 (30.95%) Cognos
3 24 (28.57%) Informatica
4 12 (14.29%) Talend
5 11 (13.10%) Teradata
6 10 (11.90%) Tableau
7 5 (5.95%) Microsoft
8 3 (3.57%) IBM
9 2 (2.38%) Charles River
9 2 (2.38%) Cloudera
10 1 (1.19%) Ab Initio
10 1 (1.19%) ATG
Edinburgh
Lawrence Harvey
Salary: £60000.00 - £70000.00 per annum + pension, bonus, health care
Posted: 13 days ago