The table below looks at the statistics for ETL skills in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 34 71 49
Rank change year-on-year
+37 -22
Permanent jobs citing ETL 68 34 61
As % of all permanent IT jobs located in Edinburgh 5.35% 2.52% 4.40%
As % of the Processes & Methodologies category 5.93% 2.90% 5.12%
Number of salaries quoted 44 26 51
Average salary £47,500 £44,000 £55,000
Average salary % change year-on-year
+7.95% -20.00%
90% offered a salary of more than £39,700 £40,000 £32,500
10% offered a salary of more than £55,000 £50,000 £82,500
UK excluding London average salary £45,000 £44,500 £45,000
% change year-on-year
+1.12% -1.11%
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
1147 1173 1191
As % of all permanent IT jobs located in Edinburgh 90.17% 87.08% 85.99%
Number of salaries quoted 764 746 777
Average salary £47,500 £44,000 £42,500
Average salary % change year-on-year
+7.95% +3.52%
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £65,000 £67,500 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

ETL
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Edinburgh region as a proportion of the total demand within 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 5 February 2016.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 5 February 2016, IT jobs across the Edinburgh region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 80 (62.50%) Data Warehouse
2 77 (60.16%) Business Intelligence
3 61 (47.66%) BusinessObjects
3 61 (47.66%) Stakeholder Management
4 60 (46.88%) Agile Software Development
5 52 (40.63%) Data Management
5 52 (40.63%) Oracle
5 52 (40.63%) Cognos
6 51 (39.84%) QlikView
7 49 (38.28%) Talend Open Studio
7 49 (38.28%) Talend
7 49 (38.28%) SQL
8 47 (36.72%) Finance
9 45 (35.16%) SQL Server Reporting Services
9 45 (35.16%) SQL Server Integration Services
9 45 (35.16%) SQL Server Analysis Services
10 43 (33.59%) Visualisation
11 39 (30.47%) Data Quality
12 37 (28.91%) Security Cleared
12 37 (28.91%) PRINCE2 Practitioner
12 37 (28.91%) Enterprise Data Management
12 37 (28.91%) PRINCE2
13 34 (26.56%) Informatica
14 30 (23.44%) Data Modelling
15 25 (19.53%) SQL Server
16 23 (17.97%) Banking
16 23 (17.97%) Teradata
17 22 (17.19%) Data Analysis
17 22 (17.19%) Oracle Database
18 21 (16.41%) ETL Development

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 5 February 2016, IT jobs across the Edinburgh region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 15 (11.72%) SAS
2 5 (3.91%) SharePoint
3 4 (3.13%) Apache
3 4 (3.13%) JBoss
3 4 (3.13%) SharePoint 2010
3 4 (3.13%) SharePoint 2013
3 4 (3.13%) Tomcat
4 1 (0.78%) IBM Notes
Applications
1 16 (12.50%) MS Excel
2 12 (9.38%) MS PowerPoint
3 4 (3.13%) MS Office
4 1 (0.78%) PowerPivot
4 1 (0.78%) SPSS
Business Applications
1 6 (4.69%) Oracle 11i
2 1 (0.78%) Cognos TM1
Cloud Services
1 1 (0.78%) Amazon AWS
1 1 (0.78%) Amazon EC2
1 1 (0.78%) Microsoft Azure
Communications & Networking
1 3 (2.34%) HTTP
Database & Business Intelligence
1 80 (62.50%) Data Warehouse
2 61 (47.66%) BusinessObjects
3 51 (39.84%) QlikView
4 45 (35.16%) SQL Server Analysis Services
4 45 (35.16%) SQL Server Integration Services
4 45 (35.16%) SQL Server Reporting Services
5 25 (19.53%) SQL Server
6 22 (17.19%) Oracle Database
7 21 (16.41%) Oracle Database 10g
8 19 (14.84%) PowerCenter
9 15 (11.72%) Oracle Database 11g
9 15 (11.72%) Oracle ODI
10 14 (10.94%) BODI
11 12 (9.38%) DataStage
11 12 (9.38%) Informix
11 12 (9.38%) MongoDB
11 12 (9.38%) PostgreSQL
12 9 (7.03%) Data Mining
12 9 (7.03%) Hadoop
13 8 (6.25%) Oracle BI EE
Development Applications
1 49 (38.28%) Talend Open Studio
2 4 (3.13%) Git (software)
2 4 (3.13%) SQL Server Management Studio (SSMS)
3 3 (2.34%) Visual Studio
4 2 (1.56%) Subversion
5 1 (0.78%) Oracle Forms
5 1 (0.78%) PowerDesigner
General
1 47 (36.72%) Finance
2 23 (17.97%) Banking
3 6 (4.69%) Retail
4 3 (2.34%) Corporate Banking
5 1 (0.78%) General Ledger
5 1 (0.78%) Marketing
Job Titles
1 64 (50.00%) Consultant
2 62 (48.44%) Developer
3 51 (39.84%) Business Intelligence Consultant
4 43 (33.59%) Business Intelligence Developer
5 12 (9.38%) Administrator
5 12 (9.38%) DBA
5 12 (9.38%) MongoDB DBA
6 11 (8.59%) Analyst
7 8 (6.25%) ETL Consultant
8 7 (5.47%) Business Consultant
9 6 (4.69%) QlikView Developer
9 6 (4.69%) Teradata Consultant
10 5 (3.91%) Business Intelligence Analyst
11 4 (3.13%) Applications Support
11 4 (3.13%) Applications Support Engineer
11 4 (3.13%) ETL Developer
11 4 (3.13%) Informatica Consultant
11 4 (3.13%) Senior Developer
11 4 (3.13%) Support Engineer
11 4 (3.13%) Systems Developer
Libraries, Frameworks & Software Standards
1 5 (3.91%) Web Services
2 4 (3.13%) MDX
2 4 (3.13%) Middleware
2 4 (3.13%) Regular Expression
3 2 (1.56%) .NET
3 2 (1.56%) ASP.NET
4 1 (0.78%) SOAP
4 1 (0.78%) XML
Miscellaneous
1 43 (33.59%) Visualisation
2 17 (13.28%) Data Integration
3 16 (12.50%) Analytical Skills
4 9 (7.03%) Management Information System
5 4 (3.13%) Computer Science
5 4 (3.13%) Fintech
6 2 (1.56%) Driving Licence
7 1 (0.78%) Credit Risk
Operating Systems
1 10 (7.81%) Unix
2 7 (5.47%) Linux
3 4 (3.13%) Solaris
4 3 (2.34%) Windows
Processes & Methodologies
1 77 (60.16%) Business Intelligence
2 61 (47.66%) Stakeholder Management
3 60 (46.88%) Agile Software Development
4 52 (40.63%) Data Management
5 37 (28.91%) Enterprise Data Management
5 37 (28.91%) PRINCE2
6 30 (23.44%) Data Modelling
7 22 (17.19%) Data Analysis
8 21 (16.41%) ETL Development
9 20 (15.63%) Dimensional Modelling
10 16 (12.50%) Data Migration
10 16 (12.50%) Migration
11 15 (11.72%) DevOps
12 11 (8.59%) Analytics
12 11 (8.59%) Workflow
13 10 (7.81%) Anti-Money Laundering
13 10 (7.81%) Data Governance
14 9 (7.03%) Business Analysis
15 8 (6.25%) Dashboard Development
15 8 (6.25%) Technical Analysis
Programming Languages
1 49 (38.28%) SQL
2 19 (14.84%) PL/SQL
3 9 (7.03%) T-SQL
4 8 (6.25%) VBA
5 7 (5.47%) Python
6 5 (3.91%) C#
7 4 (3.13%) JavaScript
7 4 (3.13%) Perl
7 4 (3.13%) sed
8 3 (2.34%) Java
8 3 (2.34%) PowerShell
9 1 (0.78%) Data Mining Extensions (DMX)
9 1 (0.78%) VB.NET
Qualifications
1 37 (28.91%) PRINCE2 Practitioner
1 37 (28.91%) Security Cleared
2 8 (6.25%) Degree
3 4 (3.13%) ISEB
4 3 (2.34%) ISTQB
4 3 (2.34%) ISTQB Foundation Certification
5 2 (1.56%) MCSA
5 2 (1.56%) Microsoft Certification
Quality Assurance & Compliance
1 39 (30.47%) Data Quality
Vendors
1 52 (40.63%) Cognos
1 52 (40.63%) Oracle
2 49 (38.28%) Talend
3 34 (26.56%) Informatica
4 23 (17.97%) Teradata
5 13 (10.16%) Tableau
6 9 (7.03%) Microsoft
7 2 (1.56%) IBM
8 1 (0.78%) Ab Initio
8 1 (0.78%) Lotus
8 1 (0.78%) Pega
Edinburgh & Lothians
ANSON MCCADE
Salary: £40,000 - £80,000 (Depending on Experience)
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40000 - £80,000 (Depending on Experience)
Posted: 3 days ago
Edinburgh, Midlothian
Hatstand Limited
Salary: £30000 - £38000 per annum
Posted: 3 days ago
Edinburgh, Midlothian
Hatstand Limited
Posted: 3 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: DOE
Posted: 4 days ago
Edinburgh
Cathcart Associates
Salary: £40000 - £80000 per annum + benefits
Posted: 8 days ago
Edinburgh
Cathcart Associates
Salary: £35000 - £60000 per annum + benefits
Posted: 9 days ago
Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Unspecified
Posted: 25 days ago