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 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 65 90 24
Rank change year-on-year
+25 -66
Permanent jobs citing ETL 44 16 85
As % of all permanent IT jobs located in Edinburgh 2.80% 1.08% 7.11%
As % of the Processes & Methodologies category 3.16% 1.29% 8.27%
Number of salaries quoted 34 15 55
Average salary £47,500 £40,000 £50,000
Average salary % change year-on-year
+18.75% -20.00%
90% offered a salary of more than £38,670 £32,500 £39,400
10% offered a salary of more than £79,500 £58,000 £56,100
UK excluding London average 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
1391 1243 1028
As % of all permanent IT jobs located in Edinburgh 88.60% 84.27% 86.03%
Number of salaries quoted 880 829 641
Average salary £45,000 £41,500 £45,000
Average salary % change year-on-year
+8.43% -7.77%
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 4 September 2015.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 4 September 2015, 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 59 (63.44%) Business Intelligence
2 51 (54.84%) Data Warehouse
3 45 (48.39%) Finance
4 42 (45.16%) Oracle
5 34 (36.56%) SQL
6 33 (35.48%) Data Modelling
7 31 (33.33%) Informatica
8 28 (30.11%) BusinessObjects
9 25 (26.88%) Agile Software Development
10 22 (23.66%) Project Management
10 22 (23.66%) SQL Server
11 21 (22.58%) SAS
12 20 (21.51%) Teradata
13 18 (19.35%) Talend Open Studio
13 18 (19.35%) Talend
13 18 (19.35%) Analytical Skills
14 17 (18.28%) QlikView
14 17 (18.28%) MS Excel
14 17 (18.28%) Cognos
15 16 (17.20%) SAP
15 16 (17.20%) Degree
16 15 (16.13%) Banking
17 14 (15.05%) Visualisation
17 14 (15.05%) Analytics
18 13 (13.98%) Big Data
18 13 (13.98%) SQL Server Analysis Services
18 13 (13.98%) Data Migration
18 13 (13.98%) Microsoft
18 13 (13.98%) Data Management
18 13 (13.98%) Migration

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 4 September 2015, 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 21 (22.58%) SAS
2 10 (10.75%) NetWeaver
3 7 (7.53%) Apache
4 5 (5.38%) Apache Pig
5 2 (2.15%) SharePoint 2013
5 2 (2.15%) Tomcat
5 2 (2.15%) SharePoint
5 2 (2.15%) JBoss
5 2 (2.15%) SharePoint 2010
5 2 (2.15%) PowerExchange
6 1 (1.08%) WebSphere
Applications
1 17 (18.28%) MS Excel
2 11 (11.83%) SPSS
3 1 (1.08%) MS PowerPoint
Business Applications
1 8 (8.60%) Markit EDM
2 3 (3.23%) LatentZero
2 3 (3.23%) thinkFolio
Cloud Services
1 7 (7.53%) Amazon EC2
1 7 (7.53%) Amazon AWS
2 5 (5.38%) Amazon EMR
2 5 (5.38%) Cloud Computing
3 2 (2.15%) Microsoft Azure
Database & Business Intelligence
1 51 (54.84%) Data Warehouse
2 28 (30.11%) BusinessObjects
3 22 (23.66%) SQL Server
4 17 (18.28%) QlikView
5 13 (13.98%) SQL Server Analysis Services
5 13 (13.98%) Big Data
6 12 (12.90%) SQL Server Integration Services
7 11 (11.83%) SQL Server Reporting Services
8 10 (10.75%) SAP BW
8 10 (10.75%) SAP BI
8 10 (10.75%) MongoDB
9 9 (9.68%) Hadoop
9 9 (9.68%) PowerCenter
10 8 (8.60%) DB2
10 8 (8.60%) Data Mining
10 8 (8.60%) NoSQL
10 8 (8.60%) Relational Database
11 7 (7.53%) Pentaho
12 6 (6.45%) Apache Cassandra
12 6 (6.45%) Mahout
Development Applications
1 18 (19.35%) Talend Open Studio
2 3 (3.23%) Oracle Forms
3 2 (2.15%) Git (software)
3 2 (2.15%) SQL Server Management Studio (SSMS)
4 1 (1.08%) TestDirector
4 1 (1.08%) HP UFT
4 1 (1.08%) PowerDesigner
4 1 (1.08%) FitNesse
General
1 45 (48.39%) Finance
2 15 (16.13%) Banking
3 5 (5.38%) Retail
4 4 (4.30%) Front Office
5 1 (1.08%) Telecoms
5 1 (1.08%) Financial Institution
5 1 (1.08%) General Ledger
5 1 (1.08%) Marketing
Job Titles
1 30 (32.26%) Consultant
2 20 (21.51%) Business Intelligence Consultant
3 18 (19.35%) Developer
4 14 (15.05%) Architect
5 13 (13.98%) Analyst
6 12 (12.90%) Data Architect
7 10 (10.75%) SAP Consultant
7 10 (10.75%) Business Consultant
7 10 (10.75%) SAP Business Consultant
7 10 (10.75%) SAP BI Consultant
8 9 (9.68%) Test Analyst
9 8 (8.60%) Business Intelligence Developer
10 6 (6.45%) Informatica Consultant
10 6 (6.45%) Solutions Architect
11 5 (5.38%) Senior Developer
11 5 (5.38%) Data Manager
11 5 (5.38%) Big Data Architect
12 4 (4.30%) Data Analytics Manager
12 4 (4.30%) Test Leader
12 4 (4.30%) Senior Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 7 (7.53%) Web Services
2 5 (5.38%) MLlib
3 2 (2.15%) SOAP
3 2 (2.15%) Regular Expression
3 2 (2.15%) Middleware
3 2 (2.15%) MDX
4 1 (1.08%) WebSphere Message Broker
4 1 (1.08%) REST
4 1 (1.08%) XML
4 1 (1.08%) XSD
4 1 (1.08%) XSLT
4 1 (1.08%) JMS
Miscellaneous
1 18 (19.35%) Analytical Skills
2 14 (15.05%) Visualisation
3 11 (11.83%) Data Integration
4 4 (4.30%) Management Information System
5 3 (3.23%) Computer Science
5 3 (3.23%) Credit Risk
6 1 (1.08%) Data Conversion
6 1 (1.08%) User Experience
6 1 (1.08%) Economics
6 1 (1.08%) Statistics
6 1 (1.08%) Mathematics
Operating Systems
1 7 (7.53%) Linux
2 2 (2.15%) UNIX
2 2 (2.15%) Solaris
Processes & Methodologies
1 59 (63.44%) Business Intelligence
2 33 (35.48%) Data Modelling
3 25 (26.88%) Agile Software Development
4 22 (23.66%) Project Management
5 14 (15.05%) Analytics
6 13 (13.98%) Data Migration
6 13 (13.98%) Data Management
6 13 (13.98%) Migration
7 11 (11.83%) Stakeholder Management
8 10 (10.75%) Integration Testing
9 9 (9.68%) Software Testing
9 9 (9.68%) Inmon Methodology
10 8 (8.60%) Kimball Methodology
10 8 (8.60%) Data Architecture
10 8 (8.60%) Enterprise Data Management
10 8 (8.60%) PRINCE2
10 8 (8.60%) ETL Development
11 7 (7.53%) Information Architecture
11 7 (7.53%) Dimensional Modelling
11 7 (7.53%) SDLC
Programming Languages
1 34 (36.56%) SQL
2 10 (10.75%) ABAP
3 9 (9.68%) Perl
4 7 (7.53%) PL/SQL
4 7 (7.53%) Python
5 6 (6.45%) R
6 5 (5.38%) PHP
6 5 (5.38%) Java
7 3 (3.23%) T-SQL
8 2 (2.15%) C#
8 2 (2.15%) sed
8 2 (2.15%) VBA
9 1 (1.08%) JavaScript
Qualifications
1 16 (17.20%) Degree
2 8 (8.60%) PRINCE2 Practitioner
2 8 (8.60%) Security Cleared
3 2 (2.15%) ISEB
4 1 (1.08%) ISTQB
4 1 (1.08%) HNC
4 1 (1.08%) HND
Quality Assurance & Compliance
1 10 (10.75%) SLA
2 8 (8.60%) Data Quality
3 3 (3.23%) QA
System Software
1 5 (5.38%) Apache Flume
2 1 (1.08%) HDFS
2 1 (1.08%) GPFS
Systems Management
1 5 (5.38%) Opscode Chef
2 1 (1.08%) HP Quality Center
Vendors
1 42 (45.16%) Oracle
2 31 (33.33%) Informatica
3 20 (21.51%) Teradata
4 18 (19.35%) Talend
5 17 (18.28%) Cognos
6 16 (17.20%) SAP
7 13 (13.98%) Microsoft
8 8 (8.60%) MicroStrategy
8 8 (8.60%) Charles River
9 6 (6.45%) Netezza
10 5 (5.38%) Greenplum
10 5 (5.38%) Tableau
10 5 (5.38%) Vertica
11 2 (2.15%) Ab Initio
12 1 (1.08%) DataFlux
12 1 (1.08%) Salesforce.com
12 1 (1.08%) HP
12 1 (1.08%) IBM
Edinburgh & Lothians
ANSON MCCADE
Salary: From £70,000 to £90,000 per annum plus attractive benefits
Posted: 9 hours ago
Edinburgh
Parity Professionals
Salary: Excellent Salary +Benefits
Posted: 9 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40000 - 60000
Posted: 10 hours ago
Edinburgh, Midlothian
Nicoll Curtin
Salary: £30000.00 - £35000.00 per annum
Posted: Yesterday
Edinburgh, Midlothian
Cathcart Associates Ltd
Posted: 3 days ago
Edinburgh
Sanderson
Posted: 10 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum + Flexible Benefits
Posted: 17 days ago