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 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 66 47 60
Rank change year-on-year
-19 +13
Permanent jobs citing ETL 27 50 48
As % of all permanent IT jobs located in Edinburgh 2.18% 3.70% 3.04%
As % of the Processes & Methodologies category 2.41% 4.15% 3.45%
Number of salaries quoted 17 39 29
Median salary £54,500 £45,000 £57,500
Median salary % change year-on-year
+21.11% -21.73%
90% offered a salary of more than £41,600 £44,000 £40,000
10% offered a salary of more than £64,700 £60,000 £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
1122 1205 1391
As % of all permanent IT jobs located in Edinburgh 90.70% 89.19% 88.04%
Number of salaries quoted 689 733 910
Median salary £47,500 £45,000 £44,000
Median salary % change year-on-year
+5.55% +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 28 May 2016.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 28 May 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 55 (55.56%) Data Warehouse
2 52 (52.53%) Business Intelligence
3 49 (49.49%) Finance
4 46 (46.46%) Stakeholder Management
5 42 (42.42%) BusinessObjects
6 41 (41.41%) SQL
7 40 (40.40%) Cognos
7 40 (40.40%) Data Management
8 33 (33.33%) Data Modelling
8 33 (33.33%) Oracle
9 31 (31.31%) QlikView
10 30 (30.30%) Agile Software Development
11 29 (29.29%) Banking
12 28 (28.28%) SQL Server Reporting Services
12 28 (28.28%) SQL Server Integration Services
13 27 (27.27%) Data Analysis
14 26 (26.26%) Informatica
14 26 (26.26%) SQL Server Analysis Services
15 25 (25.25%) Visualisation
16 24 (24.24%) ETL Development
17 22 (22.22%) Oracle ODI
17 22 (22.22%) Oracle Database
17 22 (22.22%) Oracle Database 11g
17 22 (22.22%) PowerCenter
18 21 (21.21%) Oracle Database 10g
18 21 (21.21%) PRINCE2
19 20 (20.20%) Enterprise Data Management
19 20 (20.20%) Security Cleared
19 20 (20.20%) Dimensional Modelling
19 20 (20.20%) PRINCE2 Practitioner

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 14 (14.14%) SAS
2 3 (3.03%) SharePoint
3 2 (2.02%) SharePoint 2010
3 2 (2.02%) SharePoint 2013
4 1 (1.01%) IBM Notes
Applications
1 13 (13.13%) MS PowerPoint
2 7 (7.07%) MS Excel
3 1 (1.01%) MS Office
3 1 (1.01%) SPSS
Business Applications
1 4 (4.04%) Markit EDM
2 1 (1.01%) Cognos TM1
2 1 (1.01%) Oracle Applications
2 1 (1.01%) Oracle EBS
2 1 (1.01%) Oracle Retail
Cloud Services
1 1 (1.01%) Amazon AWS
1 1 (1.01%) Microsoft Azure
Database & Business Intelligence
1 55 (55.56%) Data Warehouse
2 42 (42.42%) BusinessObjects
3 31 (31.31%) QlikView
4 28 (28.28%) SQL Server Integration Services
4 28 (28.28%) SQL Server Reporting Services
5 26 (26.26%) SQL Server Analysis Services
6 22 (22.22%) Oracle Database
6 22 (22.22%) Oracle Database 11g
6 22 (22.22%) Oracle ODI
6 22 (22.22%) PowerCenter
7 21 (21.21%) Oracle Database 10g
8 18 (18.18%) DataStage
9 16 (16.16%) BODI
10 14 (14.14%) SQL Server
11 10 (10.10%) Hadoop
11 10 (10.10%) Oracle BI EE
12 8 (8.08%) Relational Database
13 5 (5.05%) BusinessObjects XI
14 3 (3.03%) OLAP
15 2 (2.02%) Spotfire
Development Applications
1 20 (20.20%) Talend Open Studio
2 3 (3.03%) Git (software)
2 3 (3.03%) SQL Server Management Studio (SSMS)
2 3 (3.03%) Team Foundation Server
2 3 (3.03%) Visual Studio
3 2 (2.02%) Cucumber
3 2 (2.02%) HP UFT
3 2 (2.02%) Selenium
3 2 (2.02%) Subversion
4 1 (1.01%) Toad
General
1 49 (49.49%) Finance
2 29 (29.29%) Banking
3 8 (8.08%) Retail
4 4 (4.04%) Corporate Banking
5 2 (2.02%) Front Office
6 1 (1.01%) Billing
6 1 (1.01%) Games
6 1 (1.01%) Retail Banking
6 1 (1.01%) Telecoms
Job Titles
1 42 (42.42%) Developer
2 41 (41.41%) Consultant
3 37 (37.37%) Business Intelligence Consultant
4 25 (25.25%) Business Intelligence Developer
5 13 (13.13%) Business Consultant
6 11 (11.11%) Analyst
7 8 (8.08%) QlikView Developer
8 6 (6.06%) Architect
9 5 (5.05%) ETL Consultant
9 5 (5.05%) Senior Developer
9 5 (5.05%) Test Analyst
10 4 (4.04%) Business Intelligence Analyst
10 4 (4.04%) Senior Data Warehouse Specialist
11 3 (3.03%) Data Integration Specialist
11 3 (3.03%) ETL Developer
11 3 (3.03%) Integration Specialist
11 3 (3.03%) Senior QlikView Developer
11 3 (3.03%) Solutions Architect
11 3 (3.03%) SQL Developer
12 2 (2.02%) Test Leader
Libraries, Frameworks & Software Standards
1 5 (5.05%) Middleware
2 3 (3.03%) MDX
3 2 (2.02%) .NET
3 2 (2.02%) ASP.NET
3 2 (2.02%) Web Services
4 1 (1.01%) REST
4 1 (1.01%) XML
Miscellaneous
1 25 (25.25%) Visualisation
2 14 (14.14%) Analytical Skills
3 11 (11.11%) Data Integration
4 9 (9.09%) Management Information System
5 6 (6.06%) Fintech
6 2 (2.02%) Driving Licence
7 1 (1.01%) EPoS
Operating Systems
1 5 (5.05%) Unix
2 2 (2.02%) Linux
2 2 (2.02%) Windows
3 1 (1.01%) AIX
3 1 (1.01%) Windows Server
Processes & Methodologies
1 52 (52.53%) Business Intelligence
2 46 (46.46%) Stakeholder Management
3 40 (40.40%) Data Management
4 33 (33.33%) Data Modelling
5 30 (30.30%) Agile Software Development
6 27 (27.27%) Data Analysis
7 24 (24.24%) ETL Development
8 21 (21.21%) PRINCE2
9 20 (20.20%) Dimensional Modelling
9 20 (20.20%) Enterprise Data Management
10 16 (16.16%) Asset Management
11 13 (13.13%) Data Governance
12 12 (12.12%) Analytics
13 10 (10.10%) Anti-Money Laundering
13 10 (10.10%) Dashboard Development
14 8 (8.08%) Software Testing
14 8 (8.08%) Technical Analysis
14 8 (8.08%) Workflow
15 7 (7.07%) Business Analysis
16 5 (5.05%) CRM
Programming Languages
1 41 (41.41%) SQL
2 14 (14.14%) PL/SQL
3 8 (8.08%) C#
4 5 (5.05%) Java
4 5 (5.05%) VBA
5 4 (4.04%) T-SQL
6 3 (3.03%) Perl
7 1 (1.01%) PowerShell
7 1 (1.01%) Shell Script
7 1 (1.01%) VB.NET
Qualifications
1 20 (20.20%) PRINCE2 Practitioner
1 20 (20.20%) Security Cleared
2 5 (5.05%) ISEB
2 5 (5.05%) ISTQB
2 5 (5.05%) ISTQB Foundation Certification
3 4 (4.04%) Degree
4 2 (2.02%) MCSA
4 2 (2.02%) Microsoft Certification
Quality Assurance & Compliance
1 20 (20.20%) Data Quality
2 4 (4.04%) COBIT
3 2 (2.02%) QA
4 1 (1.01%) ISO 9001
Systems Management
1 1 (1.01%) HP Quality Center
Vendors
1 40 (40.40%) Cognos
2 33 (33.33%) Oracle
3 26 (26.26%) Informatica
4 20 (20.20%) Talend
5 18 (18.18%) Tableau
6 17 (17.17%) Teradata
7 6 (6.06%) Microsoft
8 3 (3.03%) IBM
9 2 (2.02%) Charles River
10 1 (1.01%) Ab Initio
10 1 (1.01%) ATG
10 1 (1.01%) Lotus
Edinburgh, Midlothian
NSK International Consultants Ltd
Salary: Generous Bonus + Excellent Benefits
Posted: 3 days ago
Edinburgh
Cathcart Associates
Salary: £40000 - £69000 per annum + Benefits
Posted: 22 days ago